{"id":6649,"date":"2026-08-18T18:42:37","date_gmt":"2026-08-18T09:42:37","guid":{"rendered":"https:\/\/jinrai.co.jp\/blog\/2026\/08\/18\/geo-report-2026-08\/"},"modified":"2026-08-18T18:53:48","modified_gmt":"2026-08-18T09:53:48","slug":"geo-report-2026-08","status":"publish","type":"post","link":"https:\/\/jinrai.co.jp\/en\/blog\/2026\/08\/18\/geo-report-2026-08\/","title":{"rendered":"\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08GEO\uff092026\u5e748\u6708\u30ec\u30dd\u30fc\u30c8\uff5cAI\u691c\u7d22\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3068\u5426\u5b9a\u3055\u308c\u305f\u5b9a\u8aac"},"content":{"rendered":"<style>\n\/* GEO\u30ec\u30dd\u30fc\u30c82026\u5e748\u6708\u7248 \u5c02\u7528\u30b9\u30bf\u30a4\u30eb *\/\n\n\n\/* ===== \u2460 \u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u306b\u91cd\u306a\u308b\u30bf\u30a4\u30c8\u30eb\u30fb\u30ed\u30b4\u3092\u975e\u8868\u793a\uff08\u30ec\u30dd\u30fc\u30c8\u8a18\u4e8b\u7528\uff09 ===== *\/\nbody.postid-6649 .eyecatch-overlay > :not(img){ display:none !important; }\n\n\/* ===== \u2461 \u672c\u6587\u30b3\u30f3\u30c6\u30ca\u306e\u5e45\u5236\u9650\u3092\u89e3\u9664\u3057\u3066\u30ec\u30dd\u30fc\u30c8\u3092\u539f\u5bf8\u3067\u898b\u305b\u308b ===== *\/\nbody.postid-6649 .page-content > .container{\n  max-width:1080px !important;\n}\nbody.postid-6649 .geo-report-2026{\n  margin-left:calc(50% - 50vw);\n  margin-right:calc(50% - 50vw);\n  width:100vw;\n  max-width:100vw;\n}\nbody.postid-6649 .geo-report-2026 .hero-inner,\nbody.postid-6649 .geo-report-2026 .wrap,\nbody.postid-6649 .geo-report-2026 section > *:not(.hero){\n  max-width:940px;\n  margin-left:auto;\n  margin-right:auto;\n}\n@media(max-width:1100px){\n  body.postid-6649 .geo-report-2026{\n    margin-left:0; margin-right:0; width:auto; max-width:100%;\n  }\n}\n\n\/* ===== \u30c6\u30fc\u30deCSS\u306e\u5e72\u6e09\u3092\u906e\u65ad\u3059\u308b\u9632\u5fa1\u30ec\u30a4\u30e4\u30fc ===== *\/\n.geo-report-2026,\n.geo-report-2026 *,\n.geo-report-2026 *::before,\n.geo-report-2026 *::after{\n  box-sizing:border-box;\n}\n\/* \u89aa\u30c6\u30fc\u30de\u304c writing-mode \/ float \/ columns \u3092\u5f53\u3066\u3066\u3082\u6253\u3061\u6d88\u3059 *\/\n.geo-report-2026,\n.geo-report-2026 * {\n  writing-mode:horizontal-tb !important;\n  text-orientation:mixed !important;\n  float:none !important;\n  columns:auto !important;\n  column-count:auto !important;\n  -webkit-columns:auto !important;\n}\n\/* \u76ee\u6b21\u3060\u3051\u306f2\u6bb5\u7d44\u3092\u7dad\u6301 *\/\n.geo-report-2026 .toc ol{\n  columns:2 !important;\n  column-count:2 !important;\n  -webkit-columns:2 !important;\n  column-gap:44px;\n}\n@media(max-width:720px){\n  .geo-report-2026 .toc ol{\n    columns:1 !important;\n    column-count:1 !important;\n    -webkit-columns:1 !important;\n  }\n}\n\/* \u30c6\u30fc\u30de\u306e\u898b\u51fa\u3057\u88c5\u98fe\u30fb\u7591\u4f3c\u8981\u7d20\u3092\u7121\u52b9\u5316 *\/\n.geo-report-2026 h1::before,.geo-report-2026 h1::after,\n.geo-report-2026 h2::before,.geo-report-2026 h2::after,\n.geo-report-2026 h3::before,.geo-report-2026 h3::after,\n.geo-report-2026 h4::before,.geo-report-2026 h4::after{\n  content:none !important;\n  display:none !important;\n}\n.geo-report-2026 h1,.geo-report-2026 h2,.geo-report-2026 h3,.geo-report-2026 h4{\n  background:none !important;\n  border:0 !important;\n  padding-left:0 !important;\n  padding-right:0 !important;\n  counter-increment:none !important;\n}\n\/* \u30d2\u30fc\u30ed\u30fc\u306e\u7e26\u7d44\u307f\u5d29\u308c\u3092\u9632\u3050 *\/\n.geo-report-2026 .hero-inner{\n  display:block !important;\n  max-width:920px;\n  margin:0 auto;\n  padding:64px 24px 52px;\n}\n.geo-report-2026 .hero h1{\n  writing-mode:horizontal-tb !important;\n  display:block !important;\n  width:auto !important;\n  max-width:100% !important;\n  white-space:normal !important;\n}\n.geo-report-2026 .hero .sub,\n.geo-report-2026 .hero .meta{\n  display:block !important;\n  width:auto !important;\n  max-width:100% !important;\n}\n.geo-report-2026 .meta{\n  display:flex !important;\n  flex-wrap:wrap;\n  gap:10px 22px;\n  margin-top:22px;\n}\n.geo-report-2026 .meta span{ display:inline-block; }\n\/* \u30c6\u30fc\u30de\u306e\u30e9\u30c3\u30d1\u30fc\u5e45\u5236\u9650\u3092\u7121\u52b9\u5316 *\/\n.geo-report-2026 .wrap{\n  max-width:920px !important;\n  margin-left:auto !important;\n  margin-right:auto !important;\n  padding-left:24px;\n  padding-right:24px;\n}\n\/* \u753b\u50cf\u30fb\u8868\u306e\u306f\u307f\u51fa\u3057\u9632\u6b62 *\/\n.geo-report-2026 img{ max-width:100%; height:auto; }\n.geo-report-2026 table{ width:100%; }\n\n\n:root{\n  --bg:#FBFAF7; --bg2:#F3F1EA; --surface:#FFFFFF;\n  --ink:#14161A; --ink2:#565C66; --ink3:#8A9099;\n  --line:#E3E0D8; --line2:#D2CEC2;\n  --accent:#A8321F; --accent-soft:#FAEBE7;\n  --c1:#1F3A5F; --c2:#C2542D; --c3:#2E7D6F; --c4:#8A6D3B; --c5:#6B5B8A; --c0:#A9AFB8;\n  --ok:#2E7D6F; --ng:#A8321F; --warn:#8A6D3B;\n  --serif:'Zen Old Mincho','Noto Serif JP',serif;\n  --sans:'Noto Sans JP',system-ui,-apple-system,sans-serif;\n  --mono:'Space Grotesk','Noto Sans JP',sans-serif;\n  --wrap:1120px; --prose:760px;\n}\n*{box-sizing:border-box}\n\n.geo-report-2026{\n  margin:0; background:var(--bg); color:var(--ink);\n  font-family:var(--sans); font-size:16px; line-height:1.95;\n  letter-spacing:.02em; font-weight:400;\n  background-image:radial-gradient(circle at 1px 1px, rgba(20,22,26,.022) 1px, transparent 0);\n  background-size:22px 22px;\n}\nimg,svg{max-width:100%}\na{color:var(--accent); text-decoration:none; border-bottom:1px solid rgba(168,50,31,.28)}\na:hover{border-bottom-color:var(--accent)}\n.wrap{max-width:var(--wrap); margin:0 auto; padding:0 24px}\n.prose{max-width:var(--prose); margin-left:0; margin-right:auto}\n.num{font-family:var(--mono); font-feature-settings:\"tnum\"; letter-spacing:0}\n\n\/* ---------- HERO ---------- *\/\n.hero{border-bottom:1px solid var(--line); background:linear-gradient(180deg,#FFFDF9 0%,var(--bg) 100%)}\n.hero-inner{max-width:var(--wrap); margin:0 auto; padding:64px 24px 52px}\n.eyebrow{font-family:var(--mono); font-size:12px; letter-spacing:.18em; text-transform:uppercase; color:var(--accent); font-weight:700; margin:0 0 22px}\n.hero h1{\n  font-family:var(--serif); font-weight:900; font-size:clamp(30px,5.2vw,58px);\n  line-height:1.32; letter-spacing:.02em; margin:0 0 20px; max-width:19em;\n}\n.hero .h1sub{font-family:var(--sans); font-weight:700; font-size:clamp(16px,2.2vw,23px); line-height:1.75; letter-spacing:.04em; color:var(--accent); margin:0 0 26px; max-width:26em}\n.hero .sub{font-size:clamp(15px,1.7vw,18px); color:var(--ink2); max-width:44em; margin:0 0 34px; line-height:2}\n.meta{display:flex; flex-wrap:wrap; gap:10px 28px; font-size:13px; color:var(--ink3); border-top:1px solid var(--line); padding-top:20px}\n.meta b{color:var(--ink2); font-weight:500}\n\n\/* ---------- ANSWER CAPSULE ---------- *\/\n.capsule{\n  background:var(--surface); border:1px solid var(--line2); border-left:5px solid var(--accent);\n  border-radius:4px; padding:34px 36px; margin:56px auto; max-width:var(--wrap);\n  box-shadow:0 1px 3px rgba(20,22,26,.05);\n}\n.capsule h2{font-family:var(--serif); font-size:20px; margin:0 0 6px; letter-spacing:.06em}\n.capsule .lead{font-size:14px; color:var(--ink3); margin:0 0 22px}\n.capsule ol{margin:0; padding-left:1.35em}\n.capsule li{margin-bottom:14px; line-height:1.9}\n.capsule li:last-child{margin-bottom:0}\n.capsule strong{background:linear-gradient(transparent 62%, var(--accent-soft) 62%); font-weight:700}\n\n\/* ---------- SECTIONS ---------- *\/\nsection{padding:14px 0 8px}\n.chap{max-width:var(--wrap); margin:78px auto 30px; padding:0 24px}\n.chap-no{font-family:var(--mono); font-size:12px; letter-spacing:.2em; color:var(--accent); font-weight:700; display:block; margin-bottom:10px}\n.chap h2{font-family:var(--serif); font-weight:700; font-size:clamp(23px,3.2vw,34px); line-height:1.45; letter-spacing:.04em; margin:0 0 14px; padding-bottom:18px; border-bottom:2px solid var(--ink)}\n.chap .dek{font-size:15px; color:var(--ink2); margin:0; max-width:46em}\nh3{font-family:var(--serif); font-size:clamp(18px,2.2vw,22px); font-weight:700; letter-spacing:.04em; line-height:1.6; margin:52px 0 16px}\nh4{font-size:16px; font-weight:700; margin:34px 0 10px; letter-spacing:.03em}\np{margin:0 0 20px}\n.prose ul,.prose ol{margin:0 0 22px; padding-left:1.4em}\n.prose li{margin-bottom:9px}\nmark{background:linear-gradient(transparent 60%, #FAE7C8 60%); padding:0}\n.big{font-family:var(--mono); font-weight:700; font-size:1.06em; color:var(--accent)}\n\n\/* ---------- FIGURES ---------- *\/\n.fig{\n  margin:44px auto; max-width:var(--wrap); background:var(--surface);\n  border:1px solid var(--line); border-radius:6px; padding:30px 30px 24px;\n  box-shadow:0 1px 2px rgba(20,22,26,.04);\n}\n.fig-head{margin-bottom:24px; padding-bottom:16px; border-bottom:1px solid var(--line)}\n.fig-num{display:inline-block; font-family:var(--mono); font-size:11px; font-weight:700; letter-spacing:.14em; color:#fff; background:var(--ink); padding:3px 9px; border-radius:3px; margin-right:12px; vertical-align:2px}\n.fig-title{font-family:var(--serif); font-weight:700; font-size:17px; letter-spacing:.04em; line-height:1.6}\n.fig-note{font-size:13px; color:var(--ink2); margin:10px 0 0; line-height:1.85}\n.fig-src{font-size:11.5px; color:var(--ink3); margin:20px 0 0; padding-top:14px; border-top:1px dotted var(--line2); line-height:1.75}\n\n\/* bars *\/\n.bars{display:flex; flex-direction:column; gap:13px}\n.bar-row{display:grid; grid-template-columns:minmax(120px,26%) 1fr minmax(74px,auto); align-items:center; gap:14px}\n.bar-label{font-size:13px; line-height:1.5; color:var(--ink2); text-align:right; letter-spacing:.01em}\n.bar-track{background:var(--bg2); border-radius:2px; height:26px; position:relative; overflow:hidden}\n.bar-fill{height:100%; width:var(--w); background:var(--c1); border-radius:2px}\n.bar-val{font-family:var(--mono); font-size:14px; font-weight:700; color:var(--ink)}\n.bar-row.hl .bar-label{color:var(--ink); font-weight:700}\n.bar-row.hl .bar-fill{background:var(--accent)}\n.bar-row.hl .bar-val{color:var(--accent)}\n.bar-row.mute .bar-fill{background:var(--c0)}\n.bar-row.c2 .bar-fill{background:var(--c2)} .bar-row.c3 .bar-fill{background:var(--c3)}\n.bar-row.c4 .bar-fill{background:var(--c4)} .bar-row.c5 .bar-fill{background:var(--c5)}\n.bar-sub{font-size:11px; color:var(--ink3); display:block; font-weight:400}\n\n\/* scale ruler *\/\n.ruler{display:grid; grid-template-columns:minmax(120px,26%) 1fr minmax(74px,auto); gap:14px; margin-top:12px; font-size:11px; color:var(--ink3); font-family:var(--mono)}\n.ruler>div:nth-child(2){display:flex; justify-content:space-between; border-top:1px solid var(--line); padding-top:5px}\n\n\/* stat grid *\/\n.stats{display:grid; grid-template-columns:repeat(auto-fit,minmax(210px,1fr)); gap:1px; background:var(--line); border:1px solid var(--line); border-radius:6px; overflow:hidden; margin:36px auto; max-width:var(--wrap)}\n.stat{background:var(--surface); padding:26px 24px}\n.stat .v{font-family:var(--mono); font-size:clamp(30px,4vw,40px); font-weight:700; line-height:1.05; color:var(--ink); letter-spacing:-.01em}\n.stat .v.acc{color:var(--accent)}\n.stat .k{font-size:12.5px; color:var(--ink2); margin-top:10px; line-height:1.7}\n.stat .s{font-size:11px; color:var(--ink3); margin-top:8px; line-height:1.6}\n\n\/* compare cards *\/\n.duo{display:grid; grid-template-columns:1fr 1fr; gap:18px; margin:36px auto; max-width:var(--wrap)}\n.duo>div{background:var(--surface); border:1px solid var(--line); border-radius:6px; padding:26px 24px}\n.duo .tag{font-family:var(--mono); font-size:11px; font-weight:700; letter-spacing:.12em; padding:3px 9px; border-radius:3px; display:inline-block; margin-bottom:14px}\n.tag-a{background:#EAF0F7; color:var(--c1)} .tag-b{background:var(--accent-soft); color:var(--accent)}\n.tag-ok{background:#E6F2EF; color:var(--ok)} .tag-ng{background:var(--accent-soft); color:var(--ng)}\n.duo h4{margin:0 0 12px; font-family:var(--serif); font-size:17px; letter-spacing:.03em; line-height:1.6}\n.duo p{font-size:13.5px; color:var(--ink2); line-height:1.9; margin:0 0 12px}\n.duo p:last-child{margin-bottom:0}\n.duo cite{display:block; font-style:normal; font-size:11px; color:var(--ink3); margin-top:14px; padding-top:12px; border-top:1px dotted var(--line2)}\n\n\/* tables *\/\n.tbl-wrap{overflow-x:auto; margin:36px auto; max-width:var(--wrap); border:1px solid var(--line); border-radius:6px; background:var(--surface)}\ntable{border-collapse:collapse; width:100%; font-size:13.5px; min-width:620px}\nth,td{padding:14px 16px; text-align:left; border-bottom:1px solid var(--line); vertical-align:top; line-height:1.75}\nthead th{background:var(--bg2); font-size:12px; font-weight:700; letter-spacing:.06em; color:var(--ink); border-bottom:2px solid var(--line2); white-space:nowrap}\ntbody tr:last-child td{border-bottom:none}\ntd.n{font-family:var(--mono); font-weight:700; white-space:nowrap}\ntd.n.pos{color:var(--ok)} td.n.neg{color:var(--ng)}\n.pill{display:inline-block; font-size:11px; font-weight:700; padding:2px 8px; border-radius:3px; white-space:nowrap; font-family:var(--mono); letter-spacing:.04em}\n.p-ok{background:#E6F2EF; color:#215D53} .p-ng{background:var(--accent-soft); color:var(--accent)}\n.p-w{background:#F7EFDF; color:#6E5527} .p-n{background:var(--bg2); color:var(--ink2)}\n\n\/* callout *\/\n.note{border:1px solid var(--line2); border-left:4px solid var(--warn); background:#FDFBF6; border-radius:4px; padding:22px 26px; margin:34px auto; max-width:var(--wrap); font-size:14px; line-height:1.95}\n.note.danger{border-left-color:var(--accent); background:#FEF8F6}\n.note.good{border-left-color:var(--ok); background:#F6FBF9}\n.note>b:first-child{display:block; margin-bottom:8px; font-size:13px; letter-spacing:.06em}\n\n\/* footnote-ish *\/\n.src-list{font-size:12.5px; line-height:2; color:var(--ink2)}\n.src-list li{margin-bottom:6px}\n.toc{background:var(--surface); border:1px solid var(--line); border-radius:6px; padding:28px 30px; margin:48px auto; max-width:var(--wrap)}\n.toc h2{font-family:var(--serif); font-size:16px; letter-spacing:.08em; margin:0 0 18px}\n.toc ol{margin:0; padding-left:1.4em; columns:2; column-gap:44px; font-size:14px}\n.toc li{margin-bottom:9px; break-inside:avoid}\n.toc a{color:var(--ink); border:none}\n.toc a:hover{color:var(--accent)}\nfooter{border-top:1px solid var(--line); margin-top:90px; padding:48px 0 70px; font-size:12.5px; color:var(--ink3); line-height:2}\n.faq details{border-bottom:1px solid var(--line); padding:18px 0}\n.faq summary{cursor:pointer; font-weight:700; font-size:15.5px; list-style:none; line-height:1.7}\n.faq summary::-webkit-details-marker{display:none}\n.faq summary::before{content:\"Q\"; font-family:var(--mono); color:var(--accent); font-weight:700; margin-right:12px}\n.faq p{margin:14px 0 0; padding-left:26px; font-size:14px; color:var(--ink2)}\n@media(max-width:720px){\n  .duo{grid-template-columns:1fr}\n  .toc ol{columns:1}\n  .bar-row{grid-template-columns:1fr; gap:5px}\n  .bar-label{text-align:left}\n  .ruler{display:none}\n  .fig{padding:22px 18px 18px}\n  .capsule{padding:26px 22px}\n}\n\n<\/style>\n<div class=\"geo-report-2026\">\n\n\n<header class=\"hero\">\n  <div class=\"hero-inner\">\n    <p class=\"eyebrow\">Independent Research \/ August 2026<\/p>\n    <h1>\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08GEO\uff09<br>2026\u5e748\u6708\u30ec\u30dd\u30fc\u30c8<\/h1>\n    <p class=\"h1sub\">AI\u691c\u7d22\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3068\u3001\u3053\u306e\u534a\u5e74\u3067\u5426\u5b9a\u3055\u308c\u305f\u5b9a\u8aac<\/p>\n    <p class=\"sub\">2026\u5e741\u6708\u304b\u30898\u6708\u306b\u304b\u3051\u3066\u516c\u958b\u3055\u308c\u305f\u3001AI\u691c\u7d22\u307e\u308f\u308a\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3092\u4e00\u6b21\u30bd\u30fc\u30b9\u57fa\u6e96\u3067\u68da\u5378\u3057\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3067\u3059\u3002\u6570\u5b57\u306e\u51fa\u6240\u30fb\u8abf\u67fb\u898f\u6a21\u30fb\u516c\u8868\u65e5\u3092\u3059\u3079\u3066\u660e\u8a18\u3057\u3001\u51fa\u5178\u3069\u3046\u3057\u304c\u77db\u76fe\u3057\u3066\u3044\u308b\u7b87\u6240\u306f\u77db\u76fe\u3057\u305f\u307e\u307e\u63d0\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u7279\u5b9a\u306e\u4f01\u696d\u30fb\u88fd\u54c1\u3092\u63a8\u5968\u3059\u308b\u76ee\u7684\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n    <div class=\"meta\">\n      <span><b>\u516c\u958b<\/b>\u30002026\u5e748\u670818\u65e5<\/span>\n      <span><b>\u5bfe\u8c61\u671f\u9593<\/b>\u30002026\u5e741\u6708\u301c8\u6708\uff08\u4e00\u90e82025\u5e74\u306e\u57fa\u6e96\u6587\u732e\u3092\u542b\u3080\uff09<\/span>\n      <span><b>\u53ce\u9332\u30c7\u30fc\u30bf<\/b>\u300078\u4ef6<\/span>\n      <span><b>\u56f3\u8868<\/b>\u300024\u70b9\uff0b\u30c7\u30fc\u30bf\u88686\u70b9<\/span>\n    <\/div>\n  <\/div>\n<\/header>\n\n<div class=\"wrap\">\n\n<div class=\"capsule\">\n  <h2>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u7d50\u8ad6<\/h2>\n  <p class=\"lead\">\u5148\u306b\u5168\u4f53\u50cf\u3092\u793a\u3057\u307e\u3059\u3002\u8a73\u7d30\u306f\u5404\u7ae0\u3067\u6271\u3044\u307e\u3059\u3002<\/p>\n  <ol>\n    <li><strong>AI\u691c\u7d22\u306b\u300c\u5f15\u7528\u3055\u308c\u308b\u300d\u3053\u3068\u306e\u91d1\u92ad\u7684\u4fa1\u5024\u304c\u3001\u521d\u3081\u3066\u5b9f\u6e2c\u3067\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/strong>AI\u56de\u7b54\u306b\u5f15\u7528\u3055\u308c\u305f\u30da\u30fc\u30b8\u306f\u3001\u5f15\u7528\u3055\u308c\u306a\u304b\u3063\u305f\u30da\u30fc\u30b8\u3088\u308a\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3042\u305f\u308a\u306e\u30af\u30ea\u30c3\u30af\u304c\u7d042.2\u500d\uff08CTR 2.07% \u5bfe 0.94%\uff09\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n    <li><strong>\u691c\u7d22\u9806\u4f4d\u3067\u4e0a\u4f4d\u3092\u53d6\u308c\u3070AI\u306b\u5f15\u7528\u3055\u308c\u308b\u3001\u3068\u3044\u3046\u524d\u63d0\u304c\u5d29\u308c\u307e\u3057\u305f\u3002<\/strong>AI Overviews\u306e\u5f15\u7528URL\u306e\u3046\u3061Google\u4e0a\u4f4d10\u4f4d\u306b\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u306f38%\uff081\u5e74\u524d\u306f76%\uff09\u3067\u3059\u3002<\/li>\n    <li><strong>llms.txt \u306f\u3001AI\u691c\u7d22\u5bfe\u7b56\u3068\u3057\u3066\u306f\u5426\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002<\/strong>\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u63d0\u4f9b\u5143\u304c\u516c\u5f0f\u306b\u300c\u4f5c\u308b\u5fc5\u8981\u306f\u306a\u3044\u300d\u3068\u660e\u8a18\u3057\u3001\u5b9f\u5730\u691c\u8a3c\u3067\u3082\u52b9\u679c\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n    <li><strong>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u300cAI\u5f15\u7528\u3092\u5897\u3084\u3059\u300d\u3068\u3044\u3046\u8a3c\u62e0\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/strong>\u5bfe\u7167\u7fa4\u3092\u7f6e\u3044\u305f\u691c\u8a3c\u3067\u306f\u3001\u3080\u3057\u308d\u5fae\u6e1b\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u5225\u306e\u5f79\u5272\uff08\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u3001\u5546\u54c1\u30d5\u30a3\u30fc\u30c9\uff09\u3067\u306f\u73fe\u5f79\u3067\u3059\u3002<\/li>\n    <li><strong>\u4ee3\u308f\u308a\u306b\u3001\u5727\u5012\u7684\u306b\u52b9\u304f\u3068\u5b9f\u8a3c\u3055\u308c\u305f\u306e\u306f\u300c\u5177\u4f53\u7684\u306a\u4e8b\u5b9f\u306e\u8a18\u8f09\u300d\u3067\u3057\u305f\u3002<\/strong>\u4fa1\u683c\u30fb\u4ed5\u69d8\u30fb\u65e5\u4ed8\u306e\u6709\u7121\u304c\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u8abf\u6574\u306e\u6570\u5343\u500d\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u6301\u3061\u307e\u3059\u3002<\/li>\n    <li><strong>AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u3001\u307e\u3060\u5168\u4f53\u306e0.2%\u524d\u5f8c\u3067\u3059\u3002<\/strong>\u8a87\u5f35\u3055\u308c\u305f\u300cAI\u6d41\u5165\u3067\u58f2\u4e0a\u304c\u6fc0\u5897\u300d\u3068\u3044\u3046\u8a9e\u308a\u53e3\u306f\u3001\u72ec\u7acb\u3057\u305f3\u3064\u306e\u5927\u898f\u6a21\u8abf\u67fb\u3068\u6574\u5408\u3057\u307e\u305b\u3093\u3002<\/li>\n    <li><strong>\u8a08\u6e2c\u306e\u4e16\u754c\u6a19\u6e96\u304c\u30012026\u5e748\u6708\u306b\u521d\u3081\u3066\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/strong>\u540c\u6642\u306b\u300c\u540c\u3058\u8cea\u554f\u30921\u56de\u6295\u3052\u305f\u3060\u3051\u306e\u8a08\u6e2c\u306f\u7d71\u8a08\u7684\u306b\u307b\u307c\u7121\u610f\u5473\u300d\u3068\u3044\u3046\u5b66\u8853\u7684\u7d50\u8ad6\u3082\u51fa\u3066\u3044\u307e\u3059\u3002<\/li>\n    <li><strong>\u65e5\u672c\u5e02\u5834\u306f\u3001\u5f15\u7528\u3055\u308c\u308b\u30bd\u30fc\u30b9\u306e\u69cb\u9020\u304c\u6d77\u5916\u3068\u5225\u7269\u3067\u3059\u3002<\/strong>\u6d77\u5916\u306e\u5b9a\u77f3\u3092\u305d\u306e\u307e\u307e\u8f38\u5165\u3059\u308b\u3068\u5916\u3057\u307e\u3059\u3002<\/li>\n  <\/ol>\n<\/div>\n\n<nav class=\"toc\">\n  <h2>\u76ee\u6b21<\/h2>\n  <ol>\n    <li><a href=\"#ch0\">\u3053\u306e\u6570\u5b57\u306f\u3069\u3053\u307e\u3067\u4fe1\u3058\u3089\u308c\u308b\u306e\u304b<\/a><\/li>\n    <li><a href=\"#ch1\">\u898f\u6a21\u2014\u2014AI\u691c\u7d22\u306f\u3069\u3053\u307e\u3067\u6765\u305f\u304b<\/a><\/li>\n    <li><a href=\"#ch2\">\u30af\u30ea\u30c3\u30af\u306f\u3069\u3046\u306a\u3063\u305f\u304b<\/a><\/li>\n    <li><a href=\"#ch3\">\u5f15\u7528\u306e\u3055\u308c\u65b9<\/a><\/li>\n    <li><a href=\"#ch4\">AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u300c\u8cea\u304c\u9ad8\u3044\u300d\u306e\u304b<\/a><\/li>\n    <li><a href=\"#ch5\">\u5426\u5b9a\u3055\u308c\u305f\u65bd\u7b56<\/a><\/li>\n    <li><a href=\"#ch6\">\u5b9f\u8a3c\u3055\u308c\u305f\u65bd\u7b56<\/a><\/li>\n    <li><a href=\"#ch7\">Google\u3068Bing\u304c\u6b63\u53cd\u5bfe\u3092\u8a00\u3063\u3066\u3044\u308b<\/a><\/li>\n    <li><a href=\"#ch8\">\u8a08\u6e2c\u2014\u20142026\u5e74\u306b\u521d\u3081\u3066\u6a19\u6e96\u304c\u3067\u304d\u305f<\/a><\/li>\n    <li><a href=\"#ch9\">\u65e5\u672c\u5e02\u5834\u306f\u6d77\u5916\u3068\u5225\u7269<\/a><\/li>\n    <li><a href=\"#ch10\">\u5b9f\u52d9\u3078\u306e\u843d\u3068\u3057\u8fbc\u307f<\/a><\/li>\n    <li><a href=\"#ch11\">\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068<\/a><\/li>\n    <li><a href=\"#faq\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n    <li><a href=\"#sources\">\u51fa\u5178\u4e00\u89a7<\/a><\/li>\n  <\/ol>\n<\/nav>\n\n<\/div>\n\n<section id=\"ch0\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 00<\/span>\n  <h2>\u3053\u306e\u6570\u5b57\u306f\u3069\u3053\u307e\u3067\u4fe1\u3058\u3089\u308c\u308b\u306e\u304b<\/h2>\n  <p class=\"dek\">GEO\u95a2\u9023\u306e\u7d71\u8a08\u306f\u3001\u3044\u307e\u6700\u3082\u6c5a\u67d3\u3055\u308c\u3066\u3044\u308b\u9818\u57df\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u672c\u984c\u306b\u5165\u308b\u524d\u306b\u3001\u672c\u30ec\u30dd\u30fc\u30c8\u304c\u63a1\u3063\u305f\u9078\u5225\u57fa\u6e96\u3092\u958b\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"wrap prose\">\n<p>\u300c2026\u5e74AI\u691c\u7d22\u7d71\u8a08 60\u306e\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u300d\u3068\u3044\u3063\u305f\u8a18\u4e8b\u304c\u691c\u7d22\u4e0a\u4f4d\u3092\u57cb\u3081\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u591a\u304f\u306f\u4e00\u6b21\u51fa\u5178\u3078\u306e\u30ea\u30f3\u30af\u3092\u6301\u305f\u306a\u3044\u304b\u3001\u524d\u5e74\u306e\u6570\u5b57\u306e\u5e74\u53f7\u3060\u3051\u3092\u66f8\u304d\u63db\u3048\u305f\u3082\u306e\u3067\u3059\u3002\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3053\u306e\u7a2e\u306e\u8a18\u4e8b\u3092\u4e00\u5207\u63a1\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u63a1\u7528\u3057\u305f\u306e\u306f\u3001<mark>\u8abf\u67fb\u4e3b\u4f53\u304c\u81ea\u3089\u8a08\u6e2c\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u898f\u6a21\u3068\u8a08\u6e2c\u671f\u9593\u3092\u958b\u793a\u3057\u3066\u3044\u308b\u3082\u306e<\/mark>\u3060\u3051\u3067\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u4ee5\u4e0b\u306e3\u70b9\u3092\u5404\u30c7\u30fc\u30bf\u306b\u660e\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><b>\u4e00\u6b21\u304b\u4e8c\u6b21\u304b<\/b>\u2014\u2014\u305d\u306e\u7d44\u7e54\u304c\u6e2c\u3063\u305f\u306e\u304b\u3001\u4ed6\u793e\u30c7\u30fc\u30bf\u306e\u5f15\u7528\u304b<\/li>\n<li><b>\u8a08\u6e2c\u671f\u9593\u3068\u516c\u8868\u65e5<\/b>\u2014\u2014AI\u691c\u7d22\u306f\u534a\u5e74\u3067\u6319\u52d5\u304c\u5909\u308f\u308b\u305f\u3081\u30012025\u5e74\u306e\u30c7\u30fc\u30bf\u30922026\u5e74\u306e\u8a71\u3068\u3057\u3066\u4f7f\u3046\u306e\u306f\u5371\u967a\u3067\u3059<\/li>\n<li><b>\u5229\u5bb3\u95a2\u4fc2<\/b>\u2014\u2014GEO\u30c4\u30fc\u30eb\u3092\u8ca9\u58f2\u3057\u3066\u3044\u308b\u4e8b\u696d\u8005\u306e\u8abf\u67fb\u306f\u3001\u898f\u6a21\u304c\u5927\u304d\u304f\u3066\u3082\u300c\u30d9\u30f3\u30c0\u30fc\u8abf\u67fb\u300d\u3068\u660e\u793a\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n<\/div>\n\n<div class=\"note danger\">\n<b>\u26a0 \u5e83\u304f\u6d41\u901a\u3057\u3066\u3044\u308b\u304c\u3001\u4f7f\u3046\u3079\u304d\u3067\u306a\u3044\u6570\u5b57<\/b>\n\u4ee5\u4e0b\u306f\u696d\u754c\u3067\u983b\u7e41\u306b\u5f15\u7528\u3055\u308c\u307e\u3059\u304c\u3001\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u6839\u62e0\u4e0d\u5341\u5206\u3068\u5224\u65ad\u3057\u307e\u3057\u305f\u3002\u63d0\u6848\u66f8\u3084\u8a18\u4e8b\u3067\u898b\u304b\u3051\u305f\u5834\u5408\u306f\u51fa\u5178\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\n<div class=\"tbl-wrap\" style=\"margin:20px 0 0\">\n<table>\n<thead><tr><th>\u6d41\u901a\u3057\u3066\u3044\u308b\u4e3b\u5f35<\/th><th>\u5b9f\u969b\u306e\u3068\u3053\u308d<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><b>\u300cAI Overviews\u3067CTR\u304c61%\u4f4e\u4e0b\u300d<\/b><\/td><td>2024\u5e746\u6708\u301c2025\u5e749\u6708\u306e\u8abf\u67fb\u3002<mark>\u540c\u3058\u8abf\u67fb\u4e3b\u4f53\u304c2026\u5e744\u6708\u306b\u300c2026\u5e74\u306b\u5165\u3063\u3066CTR\u306f1.3%\u21922.4%\u3078\u53cd\u8ee2\u4e0a\u6607\u300d\u3068\u81ea\u3089\u66f4\u65b0\u6e08\u307f<\/mark>\u3002\u5358\u72ec\u63d0\u793a\u306f\u8aa4\u89e3\u3092\u62db\u304d\u307e\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u300cAI\u691c\u7d22\u306e\u8a2a\u554f\u8005\u306f23\u500d\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3059\u308b\u300d<\/b><\/td><td>\u51fa\u5178\u306f\u3001\u3042\u308bSEO\u30c4\u30fc\u30eb\u4f01\u696d\u306e<b>\u81ea\u793e\u30b5\u30a4\u30c81\u4ef6<\/b>\u306e\u30c7\u30fc\u30bf\u3002\u30b5\u30f3\u30d7\u30eb\u898f\u6a21\u30fb\u8a08\u6e2c\u671f\u9593\u30fb\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5b9a\u7fa9\u304c\u3044\u305a\u308c\u3082\u672a\u958b\u793a\u3002<\/td><\/tr>\n<tr><td><b>\u300cAI\u691c\u7d22\u306e\u8a2a\u554f\u8005\u306f\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u306e4.4\u500d\u306e\u4fa1\u5024\u300d<\/b><\/td><td>\u540c\u3058\u304f<b>\u30d9\u30f3\u30c0\u30fc\u81ea\u793e\u30b5\u30a4\u30c8\uff08B2B SaaS\uff09<\/b>\u306e\u30c7\u30fc\u30bf\u3002\u5bfe\u8c61\u30c8\u30d4\u30c3\u30af\u3082\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u9818\u57df\u306b\u9650\u5b9a\u3002\u5168\u696d\u7a2e\u3078\u306e\u4e00\u822c\u5316\u306f\u4e0d\u53ef\u3002<\/td><\/tr>\n<tr><td><b>\u300c\u4e0a\u4f4d\u30e9\u30f3\u30ad\u30f3\u30b0\u3068AI\u5f15\u7528\u306e\u91cd\u8907\u304c70%\u219220%\u672a\u6e80\u306b\u5d29\u58ca\u300d<\/b><\/td><td>\u30b5\u30f3\u30d7\u30eb\u898f\u6a21\u30fb\u8a08\u6e2c\u671f\u9593\u30fb\u7528\u8a9e\u5b9a\u7fa9\u304c\u3059\u3079\u3066\u975e\u958b\u793a\u306e\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u3002\u540c\u7a2e\u306e\u691c\u8a3c\u3068\u3057\u3066\u306f\u300186.3\u4e07\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u958b\u793a\u3057\u3066\u3044\u308b\u8abf\u67fb\uff08\u5f8c\u8ff0\u30fb\u56f311\uff09\u3092\u4f7f\u3046\u3079\u304d\u3067\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u300cPerplexity\u306e\u30e6\u30fc\u30b6\u30fc\u6570\u306f\u25ef\u25ef\u4e07\u4eba\u300d<\/b><\/td><td>2026\u5e74\u306b\u516c\u8868\u3055\u308c\u305f<b>\u4e00\u6b21\u30bd\u30fc\u30b9\u304c\u5b58\u5728\u3057\u307e\u305b\u3093<\/b>\u3002\u307e\u3068\u3081\u8a18\u4e8b\u9593\u3067\u6570\u5b57\u304c\u6570\u500d\u5358\u4f4d\u3067\u98df\u3044\u9055\u3063\u3066\u3044\u307e\u3059\u3002<\/td><\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<\/section>\n\n<section id=\"ch1\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 01<\/span>\n  <h2>\u898f\u6a21\u2014\u2014AI\u691c\u7d22\u306f\u3069\u3053\u307e\u3067\u6765\u305f\u304b<\/h2>\n  <p class=\"dek\">\u300c\u5230\u9054\u3057\u305f\u4eba\u6570\u300d\u3068\u300c\u5b9f\u969b\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u983b\u5ea6\u300d\u306f\u3001\u307e\u3063\u305f\u304f\u5225\u306e\u6570\u5b57\u3067\u3059\u3002\u3053\u306e2\u3064\u3092\u6df7\u305c\u308b\u3068\u5224\u65ad\u3092\u8aa4\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"stats\">\n  <div class=\"stat\"><div class=\"v\">9\u5104<\/div><div class=\"k\">ChatGPT \u9031\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc<\/div><div class=\"s\">\u904b\u55b6\u5143\u306e\u516c\u5f0f\u767a\u8868\uff0f2026\u5e742\u670827\u65e5\u30022025\u5e7410\u6708\u6642\u70b9\u306e8\u5104\u304b\u30894\u304b\u6708\u30671\u5104\u5897\u3002<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">10\u5104+<\/div><div class=\"k\">Google AI\u30e2\u30fc\u30c9 \u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc<\/div><div class=\"s\">\u89aa\u4f1a\u793e\u306e\u56db\u534a\u671f\u6c7a\u7b97\u958b\u793a\uff0f2026\u5e747\u670822\u65e5\u30022025\u5e7410\u6708\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u5c55\u958b\u304b\u3089\u7d049\u304b\u6708\u3002<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">25\u5104<\/div><div class=\"k\">AI Overviews \u6708\u9593\u30e6\u30fc\u30b6\u30fc<\/div><div class=\"s\">\u958b\u767a\u8005\u5411\u3051\u5e74\u6b21\u30a4\u30d9\u30f3\u30c8\u3067\u306e\u767a\u8868\uff0f2026\u5e746\u6708\u3002<\/div><\/div>\n  <div class=\"stat\"><div class=\"v acc\">0.34%<\/div><div class=\"k\">\u5168\u691c\u7d22\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u5360\u3081\u308bAI\u30e2\u30fc\u30c9\u306e\u5272\u5408<\/div><div class=\"s\">\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u5b9f\u6e2c\uff0f2026\u5e741\u301c4\u6708\u30fb\u7c73\u56fd\u3002\u5230\u9054\u4eba\u6570\u3068\u5229\u7528\u983b\u5ea6\u306e\u30ae\u30e3\u30c3\u30d7\u3002<\/div><\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<p>\u3053\u306e4\u3064\u306e\u6570\u5b57\u306f\u77db\u76fe\u3057\u3066\u3044\u307e\u305b\u3093\u3002<mark>\u300c\u4e00\u5ea6\u3067\u3082\u89e6\u3063\u305f\u4eba\u300d\u306f10\u5104\u4eba\u898f\u6a21\u3001\u3057\u304b\u3057\u300c\u65e5\u5e38\u7684\u306a\u691c\u7d22\u884c\u52d5\u300d\u3068\u3057\u3066\u306f\u307e\u30600.34%<\/mark>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002GEO\u3078\u306e\u6295\u8cc7\u5224\u65ad\u3067\u306f\u3001\u3053\u306e2\u3064\u3092\u5206\u3051\u3066\u8aac\u660e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 01<\/span>AI\u7d4c\u7531\u306e\u6d41\u5165\u304c\u3001\u30a6\u30a7\u30d6\u5168\u4f53\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u5360\u3081\u308b\u5272\u5408<\/p>\n    <p class=\"fig-note\">\u72ec\u7acb\u3057\u305f3\u3064\u306e\u5927\u898f\u6a21\u8abf\u67fb\u304c\u3001\u3044\u305a\u308c\u3082\u300c1%\u672a\u6e80\u300d\u3067\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002\u8abf\u67fb\u5bfe\u8c61\u3082\u624b\u6cd5\u3082\u7570\u306a\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u7d50\u8ad6\u304c\u63c3\u3063\u3066\u3044\u308b\u70b9\u3067\u3001\u3053\u306e\u9818\u57df\u3067\u306f\u73cd\u3057\u304f\u4fe1\u983c\u5ea6\u306e\u9ad8\u3044\u6570\u5b57\u3067\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">SE Ranking<span class=\"bar-sub\">101,574\u30b5\u30a4\u30c8\uff0f250\u306e\u56fd\u30fb\u5730\u57df<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:80%\"><\/div><\/div><div class=\"bar-val\">0.32%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">Contentsquare<span class=\"bar-sub\">990\u5104\u30bb\u30c3\u30b7\u30e7\u30f3\uff0f6,500\u30b5\u30a4\u30c8<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:50%\"><\/div><\/div><div class=\"bar-val\">0.20%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Semrush<span class=\"bar-sub\">50,000\u8d85\u30b5\u30a4\u30c8\uff0f17\u696d\u7a2e<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:37.5%\"><\/div><\/div><div class=\"bar-val\">0.15%<\/div><\/div>\n  <\/div>\n  <div class=\"ruler\"><div><\/div><div><span>0%<\/span><span>0.1%<\/span><span>0.2%<\/span><span>0.3%<\/span><span>0.4%<\/span><\/div><div><\/div><\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u305f\u3060\u3057<b>\u4f38\u3073\u7387\u306f\u6975\u3081\u3066\u901f\u3044<\/b>\u2014\u2014SE Ranking\u306e\u6642\u7cfb\u5217\u3067\u306f 0.02%\uff082024\u5e74\uff09\u2192 0.24%\uff082025\u5e74\uff09\u2192 0.32%\uff082026\u5e74\uff09\u3068\u30012\u5e74\u306716\u500d\u3002Contentsquare \u306f\u524d\u5e74\u6bd4 +632%\u3001Semrush \u306f +66% \u3068\u8a08\u6e2c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSE Ranking\uff082025\u5e741\u6708\u301c2026\u5e744\u6708\uff0f2026-06-18\u516c\u8868\uff09\u3001Contentsquare\uff082025\u5e74\u30c7\u30fc\u30bf\uff0f2026-04-03\uff09\u3001Semrush\uff082025\u5e741\u301c12\u6708\uff0f2026-04-27\uff09\u3002\u3044\u305a\u308c\u3082\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 02<\/span>\u300c\u8a71\u984c\u306b\u306a\u308b\u5834\u300d\u3068\u300c\u9001\u5ba2\u3059\u308b\u5834\u300d\u306f\u5225\u3067\u3042\u308b<\/p>\n    <p class=\"fig-note\">\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3078\u306e\u53c2\u7167\u5143\u30b7\u30a7\u30a2\u306e\u6bd4\u8f03\u3002ChatGPT\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u91cf\u306fGoogle\u691c\u7d22\u306e\u7d0412%\u306b\u9054\u3057\u3066\u3044\u308b\u4e00\u65b9\u3001\u9001\u5ba2\u91cf\u3067\u306f\u7d04190\u500d\u306e\u958b\u304d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">Google\u691c\u7d22<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">39.98%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">ChatGPT<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:0.53%;min-width:3px\"><\/div><\/div><div class=\"bar-val\">0.21%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">ChatGPT\u306e\u30d0\u30fc\u304c\u76ee\u8996\u3067\u304d\u306a\u3044\u306e\u306f\u4f5c\u56f3\u30df\u30b9\u3067\u306f\u306a\u304f\u3001\u3053\u308c\u304c\u5b9f\u969b\u306e\u6bd4\u7387\u3067\u3059\u3002<mark>AI\u691c\u7d22\u306f\u73fe\u6642\u70b9\u3067\u306f\u300c\u8a8d\u77e5\u3055\u308c\u308b\u5834\u300d\u3067\u3042\u308a\u3001\u300c\u9001\u5ba2\u3055\u308c\u308b\u5834\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/mark>GEO\u306eKPI\u3092\u30bb\u30c3\u30b7\u30e7\u30f3\u6570\u3060\u3051\u3067\u7f6e\u304f\u3068\u3001\u3053\u306e\u69cb\u9020\u4e0a\u3001\u5fc5\u305a\u5931\u6557\u3057\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAhrefs Web Analytics\uff0876,000\u30b5\u30a4\u30c8\uff09\u3002ChatGPT\u30c7\u30fc\u30bf2025\u5e747\u6708\uff0fGoogle\u30c7\u30fc\u30bf2025\u5e741\u6708\u30022026-02-11\u516c\u8868\u30fb2026-06-05\u66f4\u65b0\u3002\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 03<\/span>AI\u7d4c\u7531\u306e\u9001\u5ba2\u91cf\u306f\u30012025\u5e74\u5f8c\u534a\u304b\u3089\u982d\u6253\u3061\u306b\u306a\u3063\u3066\u3044\u308b<\/p>\n    <p class=\"fig-note\">\u6708\u9593\u306eAI\u30ea\u30d5\u30a1\u30e9\u30eb\u7dcf\u6570\u306e\u63a8\u79fb\uff08\u6982\u6570\uff09\u3002\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u8a2a\u554f\u81ea\u4f53\u306f\u4f38\u3073\u7d9a\u3051\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u5916\u90e8\u30b5\u30a4\u30c8\u3078\u306e\u9001\u5ba2\u306f\u6a2a\u3070\u3044\u306b\u8ee2\u3058\u3066\u3044\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">2024\u5e7410\u6708<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20%\"><\/div><\/div><div class=\"bar-val\">\u7d040.6\u5104<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">2025\u5e749\u6708<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:80%\"><\/div><\/div><div class=\"bar-val\">\u7d042.4\u5104<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">2026\u5e74\uff08\u6a2a\u3070\u3044\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:87%\"><\/div><\/div><div class=\"bar-val\">2.4\u301c2.8\u5104<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u540c\u6642\u671f\u3001AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u6708\u9593\u8a2a\u554f\u6570\u306f95\u5104\u56de\uff08\u524d\u5e74\u6bd4+70%\uff09\u307e\u3067\u4f38\u3073\u3066\u3044\u307e\u3059\u3002<mark>\u5229\u7528\u306f\u5897\u3048\u3066\u3044\u308b\u306e\u306b\u9001\u5ba2\u306f\u5897\u3048\u3066\u3044\u306a\u3044\u2014\u2014\u3064\u307e\u308a\u3001\u69cb\u9020\u3068\u3057\u3066\u30af\u30ea\u30c3\u30af\u3092\u51fa\u3055\u306a\u3044\u65b9\u5411\u306b\u9032\u3093\u3067\u3044\u308b<\/mark>\u3068\u8aad\u3080\u306e\u304c\u81ea\u7136\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSimilarweb\uff082026-06-24\u516c\u8868\uff09\u3001\u304a\u3088\u3073Similarweb\u300cAI\u7d71\u8a08\u300d\u30da\u30fc\u30b8\uff08\u8a08\u6e2c2025\u5e746\u6708\u301c2026\u5e745\u6708\uff0f2026-07-29\u66f4\u65b0\uff09\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d1\u30cd\u30eb\u63a8\u5b9a\uff09\u3002<\/p>\n<\/figure>\n<\/section>\n\n<section id=\"ch2\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 02<\/span>\n  <h2>\u30af\u30ea\u30c3\u30af\u306f\u3069\u3046\u306a\u3063\u305f\u304b<\/h2>\n  <p class=\"dek\">\u3053\u306e\u9818\u57df\u306f\u3001\u51fa\u5178\u306b\u3088\u3063\u3066\u6570\u5b57\u304c2\u301c4\u500d\u9055\u3044\u307e\u3059\u3002\u5358\u4e00\u306e\u6570\u5b57\u3092\u65ad\u5b9a\u7684\u306b\u51fa\u3059\u306e\u306f\u8aa0\u5b9f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30ec\u30f3\u30b8\u3067\u793a\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 04<\/span>Google\u691c\u7d22\u306e68%\u306f\u3001\u3069\u306e\u30b5\u30a4\u30c8\u3082\u30af\u30ea\u30c3\u30af\u3055\u308c\u305a\u306b\u7d42\u308f\u308b<\/p>\n    <p class=\"fig-note\">\u7c73\u56fd\u306e\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u30d1\u30cd\u30eb\u306b\u3088\u308b\u5b9f\u6e2c\u30022\u5e74\u9593\u30677.56\u30dd\u30a4\u30f3\u30c8\u4e0a\u6607\u3057\u307e\u3057\u305f\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">2024\u5e74<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:60.45%\"><\/div><\/div><div class=\"bar-val\">60.45%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">2026\u5e74\uff081\u301c4\u6708\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:68.01%\"><\/div><\/div><div class=\"bar-val\">68.01%<\/div><\/div>\n  <\/div>\n  <div class=\"ruler\"><div><\/div><div><span>0%<\/span><span>25%<\/span><span>50%<\/span><span>75%<\/span><span>100%<\/span><\/div><div><\/div><\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30d6\u3078\u306e\u30af\u30ea\u30c3\u30af\uff081\u56de\u4ee5\u4e0a\u30af\u30ea\u30c3\u30af\u3055\u308c\u305f\u691c\u7d22\u306e\u5272\u5408\uff09\u306f\u540c\u671f\u9593\u30679.51\u30dd\u30a4\u30f3\u30c8\u6e1b\u3001\u76f8\u5bfe\u3067\u306f \u221222.9%\u3002\u30c7\u30d0\u30a4\u30b9\u5225\u3067\u306f\u30c7\u30b9\u30af\u30c8\u30c3\u30d779.6%\uff0f\u30e2\u30d0\u30a4\u30eb54.8%\u3068\u3001\u76f4\u611f\u306b\u53cd\u3057\u3066\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306e\u65b9\u304c\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u7387\u304c\u9ad8\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSparkToro\uff08\u30c7\u30fc\u30bf\u63d0\u4f9b\uff1aSimilarweb \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\uff0b\u30e2\u30d0\u30a4\u30ebclickstream\u30d1\u30cd\u30eb\uff09\u3002\u8a08\u6e2c2026\u5e741\u301c4\u6708\u30fb\u7c73\u56fd\u306e\u307f\uff0f2026-06-09\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\u3002Google\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u5185\u691c\u7d22\u306f\u9664\u5916\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 05<\/span>\u300cAI\u8981\u7d04\u3067CTR\u304c\u4f55%\u4e0b\u304c\u308b\u304b\u300d\u306f\u3001\u6e2c\u308a\u65b9\u30674\u500d\u9055\u3046<\/p>\n    <p class=\"fig-note\">\u540c\u3058\u73fe\u8c61\u3092\u6e2c\u3063\u3066\u3044\u308b\u306f\u305a\u306e\u8abf\u67fb\u304c\u3001\u221215.5%\u304b\u3089\u221261%\u307e\u3067\u5206\u6563\u3057\u3066\u3044\u307e\u3059\u3002\u6e2c\u5b9a\u5358\u4f4d\uff081\u4f4d\u306e\u307f\u304b\u5168\u9806\u4f4d\u5e73\u5747\u304b\u30bb\u30c3\u30b7\u30e7\u30f3\u5358\u4f4d\u304b\uff09\u3068\u5bfe\u8c61\u30af\u30a8\u30ea\u96c6\u5408\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u5358\u7d14\u6bd4\u8f03\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Amsive<span class=\"bar-sub\">70\u4e07KW\uff0f10\u30b5\u30a4\u30c8\u30fb\u5168\u4f53\u5e73\u5747<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:22%\"><\/div><\/div><div class=\"bar-val\">\u221215.5%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">Ahrefs<span class=\"bar-sub\">30\u4e07KW\u30fb1\u4f4d\u306eCTR<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:49%\"><\/div><\/div><div class=\"bar-val\">\u221234.5%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">Graphite<span class=\"bar-sub\">\u7c73\u5927\u624b4\u4e07\u30b5\u30a4\u30c8<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:50%\"><\/div><\/div><div class=\"bar-val\">\u221235%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">Seer Interactive<span class=\"bar-sub\">3,119\u30af\u30a8\u30ea\uff0f2025\u5e74\u6642\u70b9<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:87%\"><\/div><\/div><div class=\"bar-val\">\u221261%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\"><b>\u305d\u3057\u3066\u91cd\u8981\u306a\u53cd\u8ee2\u304c\u3042\u308a\u307e\u3059\u3002<\/b>\u3044\u3061\u3070\u3093\u4e0b\u306e \u221261% \u3092\u51fa\u3057\u305f\u306e\u3068\u540c\u3058\u8abf\u67fb\u4e3b\u4f53\u304c\u30012026\u5e744\u6708\u306e\u66f4\u65b0\u7248\u3067 <mark>\u300cAI\u8981\u7d04\u304c\u51fa\u308b\u30af\u30a8\u30ea\u306e\u30aa\u30fc\u30ac\u30cb\u30c3\u30afCTR\u306f 1.3%\uff082025\u5e7412\u6708\uff09\u2192 2.4%\uff082026\u5e742\u6708\uff09\u3078 +85% \u56de\u5fa9\u3057\u305f\u300d<\/mark>\u3068\u5831\u544a\u3057\u3066\u3044\u307e\u3059\uff0853\u30d6\u30e9\u30f3\u30c9\uff0f547\u4e07\u30af\u30a8\u30ea\uff0f24.3\u5104\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\uff09\u3002\u3053\u306e\u9818\u57df\u306e\u6570\u5b57\u306f\u534a\u5e74\u3067\u53cd\u8ee2\u3057\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAmsive\uff082025-04-16\uff0f2025-12-22\u66f4\u65b0\uff09\u3001Ahrefs\uff082025-04-17\uff0f2026-06-05\u66f4\u65b0\uff09\u3001Graphite\uff082026-01-20\uff09\u3001Seer Interactive\uff082025-11-04\u5831\u9053\u5206\uff09\u304a\u3088\u3073Seer Interactive 2026\u5e74\u66f4\u65b0\u7248\uff082026-04-24\uff09\u3002\u3044\u305a\u308c\u3082\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 06<\/span>\u2605 \u5f15\u7528\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u3001\u30af\u30ea\u30c3\u30af\u306f2.2\u500d\u5909\u308f\u308b<\/p>\n    <p class=\"fig-note\">AI\u8981\u7d04\u304c\u8868\u793a\u3055\u308c\u308b\u30af\u30a8\u30ea\u306b\u304a\u3044\u3066\u3001\u81ea\u793e\u304c\u5f15\u7528\u5143\u3068\u3057\u3066\u4f7f\u308f\u308c\u305f\u5834\u5408\u3068\u3001\u4f7f\u308f\u308c\u306a\u304b\u3063\u305f\u5834\u5408\u306e\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3042\u305f\u308aCTR\u3002GEO\u3078\u306e\u6295\u8cc7\u5bfe\u52b9\u679c\u3092\u8aac\u660e\u3067\u304d\u308b\u3001\u73fe\u6642\u70b9\u3067\u6700\u3082\u76f4\u63a5\u7684\u306a\u6570\u5b57\u3067\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">AI\u8981\u7d04\u306b<b>\u5f15\u7528\u3055\u308c\u305f<\/b><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:83%\"><\/div><\/div><div class=\"bar-val\">2.07%<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u5f15\u7528\u3055\u308c\u306a\u304b\u3063\u305f<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:38%\"><\/div><\/div><div class=\"bar-val\">0.94%<\/div><\/div>\n  <\/div>\n  <div class=\"ruler\"><div><\/div><div><span>0%<\/span><span>0.5%<\/span><span>1.0%<\/span><span>1.5%<\/span><span>2.0%<\/span><span>2.5%<\/span><\/div><div><\/div><\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u5dee\u306f <span class=\"big\">+120%<\/span>\u3002\u306a\u304a\u3001\u5f15\u7528\u3055\u308c\u306a\u304b\u3063\u305f\u30af\u30a8\u30ea\u306eCTR\u306f2025\u5e74\u306b \u221267% \u3068\u5927\u304d\u304f\u843d\u3061\u3066\u3044\u307e\u3059\u3002<mark>\u300cAI\u8981\u7d04\u306b\u51fa\u308b\u304b\u3069\u3046\u304b\u300d\u304c\u3001\u52dd\u3061\u8ca0\u3051\u3092\u5206\u3051\u308b\u5206\u5c90\u70b9\u306b\u306a\u3063\u3066\u3044\u308b<\/mark>\u3068\u3044\u3046\u69cb\u56f3\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSeer Interactive\u300253\u30d6\u30e9\u30f3\u30c9\uff0f547\u4e07\u30af\u30a8\u30ea\uff0f24.3\u5104\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\uff0f2.969\u5104\u6709\u6599\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3002\u8a08\u6e2c2025\u5e741\u6708\u301c2026\u5e742\u6708\uff0f2026-04-24\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 07<\/span>\u300cAI\u8981\u7d04\u306f\u691c\u7d22\u306e\u4f55%\u306b\u51fa\u308b\u304b\u300d\u3082\u300120%\u301c48%\u3068\u30d6\u30ec\u308b<\/p>\n    <p class=\"fig-note\">\u6ce8\u610f\u3059\u3079\u304d\u306f\u3001\u540c\u4e00\u306e\u30c7\u30fc\u30bf\u63d0\u4f9b\u5143\uff08Similarweb\uff09\u304b\u308920%\u306843%\u306e\u4e21\u65b9\u304c\u51fa\u3066\u3044\u308b\u70b9\u3067\u3059\u3002\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0\u52a0\u91cd\u304b\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u6bd4\u7387\u304b\u3001\u8ffd\u8de1\u30ad\u30fc\u30ef\u30fc\u30c9\u6bd4\u7387\u304b\u3067\u7d50\u679c\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">SparkToro<span class=\"bar-sub\">\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0\u52a0\u91cd\u30fb\u5b9f\u30bb\u30c3\u30b7\u30e7\u30f3<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:40%\"><\/div><\/div><div class=\"bar-val\">20%\u8d85<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Graphite<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:60%\"><\/div><\/div><div class=\"bar-val\">\u7d0430%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Otterly.ai<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:66%\"><\/div><\/div><div class=\"bar-val\">\u7d0433%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">Similarweb<span class=\"bar-sub\">\u7c73\u56fd\u691c\u7d22\u30bb\u30c3\u30b7\u30e7\u30f3<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:86%\"><\/div><\/div><div class=\"bar-val\">40\u301c43%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">Semrush Sensor<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:96%\"><\/div><\/div><div class=\"bar-val\">\u7d0448%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u63d0\u6848\u66f8\u3084\u8a18\u4e8b\u3067\u4f7f\u3046\u969b\u306f\u3001<b>\u5fc5\u305a\u300c\u25ef\u25ef\u793e\u306e\u25b3\u25b3\u57fa\u6e96\u3067\u300d\u3068\u6761\u4ef6\u3092\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/b>\u6761\u4ef6\u3092\u843d\u3068\u3057\u3066\u300cAI\u8981\u7d04\u306f\u691c\u7d22\u306e\u534a\u5206\u306b\u51fa\u308b\u300d\u3068\u66f8\u304f\u3068\u3001\u5225\u306e\u51fa\u5178\u3092\u6301\u3064\u76f8\u624b\u304b\u3089\u53cd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSparkToro\/Similarweb\uff082026-06-09\uff09\u3001Graphite\uff082026-01-20\uff09\u3001Otterly.ai\uff082026-02-01\uff09\u3001Similarweb 2026 Generative AI Landscape Report\uff082026-08-04\u66f4\u65b0\uff09\u3001Semrush Sensor\uff082026-07-30\u5831\u9053\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 08<\/span>AI\u8981\u7d04\u304c\u51fa\u3084\u3059\u3044\u306e\u306f\u300c\u60c5\u5831\u3092\u77e5\u308a\u305f\u3044\u3068\u304d\u300d\u3002\u8cb7\u3046\u76f4\u524d\u306b\u306f\u51fa\u306b\u304f\u3044<\/p>\n    <p class=\"fig-note\">\u691c\u7d22\u610f\u56f3\u5225\u306eAI\u8981\u7d04\u8868\u793a\u7387\u3002\u30bf\u30fc\u30b2\u30c3\u30c8\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u9078\u3076\u969b\u3001\u3053\u306e\u5dee\u306f\u305d\u306e\u307e\u307e\u512a\u5148\u9806\u4f4d\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">\u60c5\u5831\u53ce\u96c6\u306e\u610f\u56f3<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:90%\"><\/div><\/div><div class=\"bar-val\">36%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">\u5546\u7528\u691c\u8a0e\u306e\u610f\u56f3<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20%\"><\/div><\/div><div class=\"bar-val\">8%<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u53d6\u5f15\u30fb\u8cfc\u5165\u306e\u610f\u56f3<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:12.5%\"><\/div><\/div><div class=\"bar-val\">5%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u305f\u3060\u3057<b>\u5546\u7528\u610f\u56f3\u306eAI\u8981\u7d04\u306f6\u304b\u6708\u3067+71%\u5897\u52a0<\/b>\u3057\u3066\u3044\u307e\u3059\uff0860\u4e07\u8d85\u30ad\u30fc\u30ef\u30fc\u30c9\uff0f10\u696d\u7a2e\u3001\u8a08\u6e2c2025\u5e7411\u6708\u301c2026\u5e744\u6708\uff09\u3002\u91d1\u878d+231%\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fb\u96fb\u5b50\u6a5f\u5668+108%\u3001\u30b2\u30fc\u30e0+77%\u3002<mark>\u3044\u307e\u300c\u51fa\u306b\u304f\u3044\u300d\u9818\u57df\u304c\u3001\u6765\u5e74\u3082\u51fa\u306b\u304f\u3044\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002<\/mark><\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSeer Interactive\uff082026-04-24\uff09\u3001Semrush\uff082026-07-02\uff09\u3002\u3044\u305a\u308c\u3082\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 09<\/span>\u30af\u30a8\u30ea\u306e\u300c\u5f62\u300d\u304c\u3001\u8868\u793a\u7387\u3092\u6700\u3082\u5f37\u304f\u6c7a\u3081\u308b<\/p>\n    <p class=\"fig-note\">\u540c\u3058\u30c6\u30fc\u30de\u3067\u3082\u3001\u8cea\u554f\u306e\u5f62\u3092\u3068\u3063\u305f\u30af\u30a8\u30ea\u3067\u306fAI\u8981\u7d04\u304c\u307b\u307c\u78ba\u5b9f\u306b\u51fa\u307e\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u8a2d\u8a08\u306b\u76f4\u7d50\u3059\u308b\u6570\u5b57\u3067\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u6bd4\u8f03\u30af\u30a8\u30ea<span class=\"bar-sub\">\u300cA\u3068B\u306e\u9055\u3044\u300d<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:95.4%\"><\/div><\/div><div class=\"bar-val\">95.4%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">\u7591\u554f\u5f62\u30af\u30a8\u30ea<span class=\"bar-sub\">\u300c\u301c\u3068\u306f\u300d\u300c\u306a\u305c\u301c\u300d<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:85.9%\"><\/div><\/div><div class=\"bar-val\">85.9%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">\u8fd1\u96a3\u691c\u7d22\uff08\u60c5\u5831\u7cfb\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:76.9%\"><\/div><\/div><div class=\"bar-val\">76.9%<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u5358\u8a9e\u3060\u3051\u306e\u30af\u30a8\u30ea<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:27.3%\"><\/div><\/div><div class=\"bar-val\">27.3%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSeer Interactive\uff08\u8a08\u6e2c2025\u5e741\u6708\u301c2026\u5e742\u6708\uff0f2026-04-24\u516c\u8868\uff09\u3002\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 10<\/span>\u5f71\u97ff\u3092\u6700\u3082\u5f37\u304f\u53d7\u3051\u305f\u306e\u306f\u3001\u4e2d\u5c0f\u898f\u6a21\u306e\u30b5\u30a4\u30c8<\/p>\n    <p class=\"fig-note\">2\u5e74\u9593\u306e\u691c\u7d22\u6d41\u5165\u306e\u5909\u5316\uff08\u6570\u5343\u30b5\u30a4\u30c8\u3092\u8ffd\u8de1\uff09\u3002\u898f\u6a21\u304c\u5c0f\u3055\u3044\u307b\u3069\u6253\u6483\u304c\u5927\u304d\u3044\u3068\u3044\u3046\u3001\u306f\u3063\u304d\u308a\u3057\u305f\u52fe\u914d\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u5c0f\u898f\u6a21\u30b5\u30a4\u30c8<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">\u221260%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">\u4e2d\u898f\u6a21\u30b5\u30a4\u30c8<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:78%\"><\/div><\/div><div class=\"bar-val\">\u221247%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">\u5927\u898f\u6a21\u30b5\u30a4\u30c8<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:37%\"><\/div><\/div><div class=\"bar-val\">\u221222%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u305f\u3060\u3057\u6bcd\u96c6\u56e3\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u306e\u8abf\u67fb\u306f\u30cb\u30e5\u30fc\u30b9\u7cfb\u30b5\u30a4\u30c8\u304c\u4e2d\u5fc3\u3067\u3001\u5225\u306e\u8abf\u67fb\uff08\u7c73\u5927\u624b4\u4e07\u30b5\u30a4\u30c8\u5bfe\u8c61\uff09\u3067\u306f\u540c\u6642\u671f\u306e\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u6d41\u5165\u6e1b\u306f\u5168\u4f53\u3067 \u22122.5% \u306b\u3068\u3069\u307e\u3063\u3066\u3044\u307e\u3059\u3002<b>\u300c\u696d\u754c\u5168\u4f53\u304c\u58ca\u6ec5\u3057\u305f\u300d\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5f71\u97ff\u304c\u504f\u5728\u3057\u3066\u3044\u308b<\/b>\u3068\u8aad\u3080\u3079\u304d\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aChartbeat\uff08\u8a08\u6e2c2024-01-01\u301c2026-02-02\uff0f2026-03-17\u5831\u9053\uff09\u3001Graphite\/Similarweb\uff0840,000\u8d85\u306e\u7c73\u5927\u624b\u30b5\u30a4\u30c8\uff0f2026-01-20\uff09\u3002\u3044\u305a\u308c\u3082\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n<\/section>\n\n<section id=\"ch3\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 03<\/span>\n  <h2>\u5f15\u7528\u306e\u3055\u308c\u65b9<\/h2>\n  <p class=\"dek\">\u300cAI\u306b\u5f15\u7528\u3055\u308c\u308b\u300d\u3068\u3044\u3046\u73fe\u8c61\u306f\u3001\u60f3\u50cf\u4ee5\u4e0a\u306b\u4e0d\u5b89\u5b9a\u3067\u3001\u30a8\u30f3\u30b8\u30f3\u3054\u3068\u306b\u6319\u52d5\u304c\u6b63\u53cd\u5bfe\u3067\u3059\u3002\u3053\u3053\u3092\u4e00\u672c\u5316\u3057\u3066\u8a9e\u308b\u3068\u3001\u65bd\u7b56\u8a2d\u8a08\u3092\u9593\u9055\u3048\u307e\u3059\u3002<\/p>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 11<\/span>\u2605 \u300c\u691c\u7d22\u4e0a\u4f4d\uff1dAI\u306b\u5f15\u7528\u3055\u308c\u308b\u300d\u304c\u30011\u5e74\u3067\u5d29\u308c\u305f<\/p>\n    <p class=\"fig-note\">AI\u8981\u7d04\u306e\u5f15\u7528\u5143URL\u306e\u3046\u3061\u3001\u540c\u3058\u30af\u30a8\u30ea\u306eGoogle\u81ea\u7136\u691c\u7d22\u30c8\u30c3\u30d710\u306b\u3082\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u306e\u5272\u5408\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">2025\u5e747\u6708\u6642\u70b9<span class=\"bar-sub\">190\u4e07\u5f15\u7528\uff0f100\u4e07AI\u8981\u7d04<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:76.1%\"><\/div><\/div><div class=\"bar-val\">76.1%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">2026\u5e743\u6708\u6642\u70b9<span class=\"bar-sub\">86.3\u4e07KW\uff0f400\u4e07URL<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:38%\"><\/div><\/div><div class=\"bar-val\">38%<\/div><\/div>\n  <\/div>\n  <div class=\"ruler\"><div><\/div><div><span>0%<\/span><span>25%<\/span><span>50%<\/span><span>75%<\/span><span>100%<\/span><\/div><div><\/div><\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u3053\u308c\u304c<mark>\u300cSEO\u3068GEO\u306f\u5225\u65bd\u7b56\u3067\u3042\u308b\u300d\u3068\u3044\u3046\u4e3b\u5f35\u306e\u3001\u73fe\u6642\u70b9\u3067\u6700\u3082\u5f37\u3044\u6839\u62e0<\/mark>\u3067\u3059\u3002\u8abf\u67fb\u4e3b\u4f53\u81ea\u8eab\u306f\u3001\u4f4e\u4e0b\u306e\u8981\u56e0\u3068\u3057\u3066\u300c\u5f15\u7528\u5143\u306e\u89e3\u6790\u624b\u6cd5\u306e\u6539\u5584\u300d\u3068\u300cGoogle\u5074\u306e\u30af\u30a8\u30ea\u5206\u89e3\uff08query fan-out\uff09\u306e\u9032\u884c\u300d\u306e\u4e21\u65b9\u3092\u6319\u3052\u3066\u3044\u307e\u3059\u3002<\/p>\n  <div class=\"note danger\" style=\"margin:24px 0 0; max-width:none\">\n  <b>\u26a0 \u5f15\u7528\u3059\u308b\u969b\u306e\u6ce8\u610f<\/b>\n  \u540c\u3058\u8abf\u67fb\u4e3b\u4f53\u306e\u30d6\u30ed\u30b0\u4e0a\u306b\u3001\u65e7\u7248\u306e\u300c76.10%\u300d\u3068\u65b0\u7248\u306e\u300c38%\u300d\u304c<b>\u3044\u307e\u3082\u4e26\u5b58\u3057\u3066\u3044\u307e\u3059<\/b>\uff08\u66f4\u65b0\u65e5\u3060\u3051\u304c\u65b0\u3057\u304f\u3001\u672c\u6587\u306e\u6570\u5024\u304c\u65e7\u7248\u306e\u307e\u307e\u6b8b\u3063\u3066\u3044\u308b\u30da\u30fc\u30b8\u304c\u3042\u308b\uff09\u3002\u8cc7\u6599\u306b\u8f09\u305b\u308b\u969b\u306f\u300c2026\u5e743\u6708\u66f4\u65b0\u7248\u30fb86.3\u4e07\u30ad\u30fc\u30ef\u30fc\u30c9\u300d\u3068<b>\u7248\u3092\u660e\u8a18<\/b>\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n  <\/div>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAhrefs\uff08863,000\u30ad\u30fc\u30ef\u30fc\u30c9\uff0f400\u4e07AI Overview URL\uff09\u30022026-03-02\u5831\u9053\u5206\u3002\u4e00\u6b21\u8abf\u67fb\u3002\u65e7\u7248\u306f2025-07-21\u516c\u8868\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 12<\/span>\u5f15\u7528\u5143\u306e3\u5206\u306e1\u306f\u3001\u691c\u7d22100\u4f4d\u570f\u5916\u304b\u3089\u6765\u3066\u3044\u308b<\/p>\n    <p class=\"fig-note\">AI\u8981\u7d04\u306e\u5f15\u7528\u5143URL\u3092\u3001\u540c\u4e00\u30af\u30a8\u30ea\u3067\u306eGoogle\u81ea\u7136\u691c\u7d22\u9806\u4f4d\u3067\u5206\u985e\u3057\u305f\u3082\u306e\u3002<\/p>\n  <\/div>\n  <div style=\"display:flex;height:52px;border-radius:4px;overflow:hidden;border:1px solid var(--line2)\">\n    <div style=\"width:38%;background:var(--c1);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:14px\">38%<\/div>\n    <div style=\"width:31.2%;background:var(--c4);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:14px\">31.2%<\/div>\n    <div style=\"width:30.8%;background:var(--accent);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:14px\">31.0%<\/div>\n  <\/div>\n  <div style=\"display:flex;margin-top:12px;font-size:12.5px;color:var(--ink2);line-height:1.6\">\n    <div style=\"width:38%;padding-right:8px\">\u691c\u7d22<b>1\u301c10\u4f4d<\/b><\/div>\n    <div style=\"width:31.2%;padding-right:8px\">\u691c\u7d22<b>11\u301c100\u4f4d<\/b><\/div>\n    <div style=\"width:30.8%\">\u691c\u7d22<b>100\u4f4d\u570f\u5916<\/b><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\">\u3064\u307e\u308a<mark>\u300c\u307e\u305aSEO\u3067\u4e0a\u4f4d\u3092\u53d6\u3063\u3066\u304b\u3089\u300d\u3068\u3044\u3046\u9806\u5e8f\u306f\u3001\u5fc5\u9808\u6761\u4ef6\u3067\u306f\u306a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/mark>\u4e00\u65b9\u3067\u3001\u540c\u3058\u8abf\u67fb\u4e3b\u4f53\u306e\u5225\u30c7\u30fc\u30bf\u3067\u306f\u300cfan-out\u3067\u5c55\u958b\u3055\u308c\u305f\u95a2\u9023\u30af\u30a8\u30ea\u7fa4\u3067\u4e0a\u4f4d\u306b\u51fa\u308b\u30da\u30fc\u30b8\u306f161%\u5f15\u7528\u3055\u308c\u3084\u3059\u3044\u300d\u3068\u3082\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001<b>\u691c\u7d22\u53ef\u8996\u6027\u304c\u7121\u610f\u5473\u306b\u306a\u3063\u305f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/b>\u3002\u9806\u4f4d\u306f\u300c\u5341\u5206\u6761\u4ef6\u3067\u3082\u5fc5\u8981\u6761\u4ef6\u3067\u3082\u306a\u3044\u304c\u3001\u5f37\u3044\u76f8\u95a2\u306f\u3042\u308b\u300d\u3068\u3044\u3046\u4f4d\u7f6e\u3065\u3051\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAhrefs\uff08863,000\u30ad\u30fc\u30ef\u30fc\u30c9\uff0f400\u4e07AI Overview URL\u30012026-03-02\uff09\u3001\u304a\u3088\u3073 Ahrefs\uff081.46\u5104SERP\uff0f190\u4e07\u5f15\u7528\u30012026-01-20\u516c\u958b\u30fb2026-08-12\u66f4\u65b0\uff09\u3002\u4e00\u6b21\u8abf\u67fb\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 13<\/span>\u2605 ChatGPT\u3068Gemini\u306f\u3001\u307e\u3063\u305f\u304f\u9006\u306e\u632f\u308b\u821e\u3044\u3092\u3059\u308b<\/p>\n    <p class=\"fig-note\">\u300c\u5f15\u7528\u7387\u300d\uff1d\u30bd\u30fc\u30b9\u3068\u3057\u3066\u30ea\u30f3\u30af\u3055\u308c\u308b\u5272\u5408\u3002\u300c\u8a00\u53ca\u7387\u300d\uff1d\u56de\u7b54\u306e\u672c\u6587\u4e2d\u306b\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u767b\u5834\u3059\u308b\u5272\u5408\u3002\u3053\u306e2\u3064\u306f\u5225\u7269\u3067\u3059\u3002<\/p>\n  <\/div>\n  <h4 style=\"margin:0 0 14px;font-size:13px;letter-spacing:.08em;color:var(--ink2)\">\u25a0 \u5f15\u7528\u7387\uff08\u30ea\u30f3\u30af\u3068\u3057\u3066\u4f7f\u308f\u308c\u308b\u304b\uff09<\/h4>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">ChatGPT<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:87%\"><\/div><\/div><div class=\"bar-val\">87.0%<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">Gemini<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:21.4%\"><\/div><\/div><div class=\"bar-val\">21.4%<\/div><\/div>\n  <\/div>\n  <h4 style=\"margin:32px 0 14px;font-size:13px;letter-spacing:.08em;color:var(--ink2)\">\u25a0 \u8a00\u53ca\u7387\uff08\u672c\u6587\u306b\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u51fa\u308b\u304b\uff09<\/h4>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">ChatGPT<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20.7%\"><\/div><\/div><div class=\"bar-val\">20.7%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">Gemini<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:83.7%\"><\/div><\/div><div class=\"bar-val\">83.7%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\"><b>\u3053\u308c\u306fKPI\u8a2d\u8a08\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002<\/b>ChatGPT\u306f\u30ea\u30f3\u30af\u3092\u8cbc\u308b\u304c\u30d6\u30e9\u30f3\u30c9\u540d\u3092\u51fa\u3055\u306a\u3044\u3002Gemini\u306f\u30d6\u30e9\u30f3\u30c9\u540d\u3092\u51fa\u3059\u304c\u30ea\u30f3\u30af\u3092\u8cbc\u3089\u306a\u3044\u3002<mark>\u300c\u5f15\u7528\u6570\u300d\u3060\u3051\u3092\u8ffd\u3046\u3068Gemini\u3067\u306e\u6210\u679c\u304c\u30bc\u30ed\u306b\u898b\u3048\u3001\u300c\u8a00\u53ca\u6570\u300d\u3060\u3051\u3092\u8ffd\u3046\u3068ChatGPT\u3067\u306e\u6210\u679c\u304c\u30bc\u30ed\u306b\u898b\u3048\u307e\u3059\u3002<\/mark>\u4e21\u65b9\u3092\u5206\u3051\u3066\u8a08\u6e2c\u3057\u3001\u30a8\u30f3\u30b8\u30f3\u5225\u306b\u5831\u544a\u3059\u308b\u4ee5\u5916\u306b\u65b9\u6cd5\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n  <p class=\"fig-note\">\u88dc\u8db3\uff1a\u77ed\u3044\u30af\u30a8\u30ea\u306f\u9577\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\u3088\u308a30\u301c50\u500d\u591a\u304f\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u3092\u751f\u307f\u307e\u3059\u3002\u307e\u305f\u6bd4\u8f03\u7cfb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8a00\u53ca\u7387\u306f43.3%\u3067\u3001\u60c5\u5831\u7cfb\uff0818%\uff09\u306e2.4\u500d\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSemrush\u300cGhost Citations Study\u300d\u30023,981\u4ef6\u306e\u30c9\u30e1\u30a4\u30f3\u51fa\u73fe\uff0f115\u30d7\u30ed\u30f3\u30d7\u30c8\uff0f14\u304b\u56fd\uff0f4\u30a8\u30f3\u30b8\u30f3\u30022026-06-09\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 14<\/span>ChatGPT\u306f1\u56de\u7b54\u306b15\u30bd\u30fc\u30b9\u3001Gemini\u306f3\u30bd\u30fc\u30b9<\/p>\n    <p class=\"fig-note\">1.26\u5104\u4ef6\u306eAI\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5206\u6790\u3057\u305f\u30012026\u5e74\u6700\u5927\u7d1a\u306e\u30b5\u30f3\u30d7\u30eb\u306b\u3088\u308b\u8a08\u6e2c\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">ChatGPT<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">15\u30bd\u30fc\u30b9<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">Gemini<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20%\"><\/div><\/div><div class=\"bar-val\">3\u30bd\u30fc\u30b9<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u67a0\u306e\u6570\u304c5\u500d\u9055\u3046\u3068\u3044\u3046\u3053\u3068\u306f\u3001<mark>ChatGPT\u306e\u65b9\u304c\u300c\u98df\u3044\u8fbc\u3080\u4f59\u5730\u300d\u304c5\u500d\u3042\u308b<\/mark>\u3068\u3044\u3046\u3053\u3068\u3067\u3082\u3042\u308a\u307e\u3059\u3002\u53c2\u5165\u521d\u671f\u306b\u3069\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u512a\u5148\u3059\u308b\u304b\u306e\u5224\u65ad\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSemrush 2026 AI Visibility Index\u30021.26\u5104\u4ef6\u306e\u7c73\u56fdAI\u691c\u7d22\u30d7\u30ed\u30f3\u30d7\u30c8\uff0f\u8a08\u6e2c2026\u5e741\u301c4\u6708\uff0f4\u30a8\u30f3\u30b8\u30f3\u30022026-06-26\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 15<\/span>\u5f15\u7528\u306e6\u5272\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u8aad\u8005\u306e\u76ee\u306b\u89e6\u308c\u306a\u3044<\/p>\n    <p class=\"fig-note\">\u300c\u30b4\u30fc\u30b9\u30c8\u5f15\u7528\u300d\u2014\u2014\u30bd\u30fc\u30b9\u3068\u3057\u3066\u306f\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u308b\u306e\u306b\u3001\u56de\u7b54\u672c\u6587\u306b\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u51fa\u3066\u3053\u306a\u3044\u72b6\u614b\u3002<\/p>\n  <\/div>\n  <div style=\"display:flex;height:52px;border-radius:4px;overflow:hidden;border:1px solid var(--line2)\">\n    <div style=\"width:61.7%;background:var(--accent);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:14px\">61.7%<\/div>\n    <div style=\"width:13.2%;background:var(--c3);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:13px\">13.2%<\/div>\n    <div style=\"width:25.1%;background:var(--c4);color:#fff;display:flex;align-items:center;justify-content:center;font-family:var(--mono);font-weight:700;font-size:14px\">25.1%<\/div>\n  <\/div>\n  <div style=\"display:flex;margin-top:12px;font-size:12.5px;color:var(--ink2);line-height:1.6\">\n    <div style=\"width:61.7%;padding-right:8px\"><b>\u30b4\u30fc\u30b9\u30c8\u5f15\u7528<\/b><br>\u30ea\u30f3\u30af\u306e\u307f\u30fb\u793e\u540d\u306a\u3057<\/div>\n    <div style=\"width:13.2%;padding-right:8px\"><b>\u4e21\u65b9\u3042\u308a<\/b><\/div>\n    <div style=\"width:25.1%\"><b>\u8a00\u53ca\u306e\u307f<\/b><br>\u793e\u540d\u306f\u51fa\u308b\u304c\u30ea\u30f3\u30af\u306a\u3057<\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\">\u3055\u3089\u306b\u5225\u8abf\u67fb\u3067\u306f\u3001<mark>\u5f15\u7528\u304c\u6700\u3082\u591a\u3044\u30c9\u30e1\u30a4\u30f3\u3068\u3001\u8a00\u53ca\u304c\u6700\u3082\u591a\u3044\u30d6\u30e9\u30f3\u30c9\u304c\u4e00\u81f4\u3059\u308b\u306e\u306f\u5168\u30ab\u30c6\u30b4\u30ea\u306e21%\u306e\u307f\uff08\u76f8\u95a2 \u22120.229\uff1d\u308f\u305a\u304b\u306b\u9006\u76f8\u95a2\uff09<\/mark>\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306e74%\u306f\u300c\u6700\u3082\u8a00\u53ca\u3055\u308c\u305f\u30d6\u30e9\u30f3\u30c9\u300d\u3092\u6700\u7d42\u7684\u306b\u9078\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n  <p class=\"fig-note\"><b>\u793a\u5506\uff1a<\/b>\u5f15\u7528\u6570\u3092\u4e3b\u8981KPI\u306b\u7f6e\u304f\u3068\u3001\u8cfc\u8cb7\u884c\u52d5\u306b\u52b9\u3044\u3066\u3044\u308b\u300c\u8a00\u53ca\u30fb\u63a8\u5968\u300d\u3092\u53d6\u308a\u3053\u307c\u3057\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSemrush\u300cGhost Citations Study\u300d\uff082026-06-09\uff09\u3001Semrush \u00d7 Kevin Indig\uff081,094\u30ab\u30c6\u30b4\u30ea\uff0f50,000\u30d6\u30e9\u30f3\u30c9\uff0f600,000\u5f15\u7528\u3001\u8a08\u6e2c2026\u5e741\u301c6\u6708\uff09\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 16<\/span>GEO\u306e\u6a5f\u4f1a\u306f\u3001\u696d\u7a2e\u306b\u3088\u3063\u30665\u500d\u4ee5\u4e0a\u9055\u3046<\/p>\n    <p class=\"fig-note\">ChatGPT\u306e\u56de\u7b54\u5185\u306b\u5f15\u7528\u304c\u51fa\u73fe\u3059\u308b\u5272\u5408\uff08\u696d\u7a2e\u5225\uff09\u3002\u5168\u4f53\u5e73\u5747\u306f1.6%\uff082025\u5e746\u6708\uff09\u304b\u30896.8%\uff082026\u5e745\u6708\uff09\u30784\u500d\u306b\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u65c5\u884c\u30fb\u30db\u30b9\u30d4\u30bf\u30ea\u30c6\u30a3<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">\u7d0423%<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">\u81ea\u52d5\u8eca<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:87%\"><\/div><\/div><div class=\"bar-val\">\u7d0420%<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u5c02\u9580\u30b5\u30fc\u30d3\u30b9<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:17%\"><\/div><\/div><div class=\"bar-val\">4%\u672a\u6e80<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u81ea\u793e\u306e\u696d\u7a2e\u304c\u3069\u3061\u3089\u306b\u8fd1\u3044\u304b\u3067\u3001GEO\u306b\u6295\u3058\u308b\u3079\u304d\u91d1\u984d\u306e\u6841\u304c\u5909\u308f\u308a\u307e\u3059\u3002<b>\u300cAI\u691c\u7d22\u5bfe\u7b56\u306f\u5168\u696d\u7a2e\u306b\u5fc5\u8981\u300d\u3068\u3044\u3046\u4e00\u822c\u8ad6\u306f\u3001\u3053\u306e\u5dee\u3092\u96a0\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/b><\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSimilarweb\uff082026-07-29\u66f4\u65b0\uff09\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d1\u30cd\u30eb\u63a8\u5b9a\uff09\u3002<\/p>\n<\/figure>\n\n<div class=\"note\">\n<b>\u25c6 \u3082\u3046\u3072\u3068\u3064\u306e\u91cd\u8981\u4e8b\u5b9f\uff1a\u5f15\u7528\u306f\u9a5a\u304f\u307b\u3069\u4e0d\u5b89\u5b9a<\/b>\nChatGPT\u304cReddit\u3092\u5f15\u7528\u3059\u308b\u5272\u5408\u306f\u30012025\u5e748\u6708\u521d\u65ec\u306e\u7d0460%\u304b\u30899\u6708\u4e2d\u65ec\u306b\u306f\u7d0410%\u3078\u30011\u304b\u6708\u534a\u3067\u6025\u843d\u3057\u307e\u3057\u305f\u3002Wikipedia\u3082\u7d0455%\u304b\u308920%\u672a\u6e80\u3078\u843d\u3061\u3066\u3044\u307e\u3059\uff0823\u4e07\u8d85\u30d7\u30ed\u30f3\u30d7\u30c8\uff0f1\u5104\u8d85\u5f15\u7528\u3092\u8ffd\u8de1\uff09\u3002<br>\n\u3064\u307e\u308a<mark>\u300c\u3053\u306e\u30b5\u30a4\u30c8\u306b\u8f09\u308c\u3070\u5f15\u7528\u3055\u308c\u308b\u300d\u3068\u3044\u3046\u65bd\u7b56\u306f\u3001\u7fcc\u6708\u306b\u306f\u52b9\u304b\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/mark>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u7279\u5b9a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u4f9d\u5b58\u3092\u524d\u63d0\u306b\u3057\u305fGEO\u63d0\u6848\u306f\u3001\u30ea\u30b9\u30af\u3092\u660e\u793a\u3059\u3079\u304d\u3067\u3059\u3002\n<\/div>\n<\/section>\n\n<section id=\"ch4\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 04<\/span>\n  <h2>AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u300c\u8cea\u304c\u9ad8\u3044\u300d\u306e\u304b<\/h2>\n  <p class=\"dek\">\u3053\u3053\u306f\u3001\u5927\u898f\u6a21\u8abf\u67fb\u3069\u3046\u3057\u304c\u771f\u3063\u5411\u304b\u3089\u5bfe\u7acb\u3057\u3066\u3044\u308b\u9818\u57df\u3067\u3059\u3002\u7247\u65b9\u3060\u3051\u3092\u5f15\u7528\u3059\u308b\u306e\u306f\u4e0d\u8aa0\u5b9f\u306a\u306e\u3067\u3001\u4e21\u65b9\u3092\u51fa\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"duo\">\n  <div>\n    <span class=\"tag tag-a\">\u80af\u5b9a\u5074 \/ 1\u5146\u8d85\u30d3\u30b8\u30c3\u30c8<\/span>\n    <h4>AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u3001\u660e\u78ba\u306b\u8cea\u304c\u9ad8\u3044<\/h4>\n    <p>\u7c73\u56fd\u5c0f\u58f2\u30b5\u30a4\u30c8\u306e1\u5146\u8d85\u306e\u8a2a\u554f\u3092\u8ffd\u8de1\u3057\u305f\u7d50\u679c\u3001AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u975eAI\u6d41\u5165\u3068\u6bd4\u3079\u3066<b>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387 +54%<\/b>\uff082026\u5e745\u6708\u6642\u70b9\uff09\u30021\u5e74\u524d\u306f\u975eAI\u6d41\u5165\u306e\u7d04\u534a\u5206\u3060\u3063\u305f\u3082\u306e\u304c\u3001\u5b8c\u5168\u306b\u9006\u8ee2\u3057\u307e\u3057\u305f\u3002<\/p>\n    <p>\u76f4\u5e30\u7387 \u221236%\u3001\u6ede\u5728\u6642\u9593 +53%\u3001\u30da\u30fc\u30b8\/\u30bb\u30c3\u30b7\u30e7\u30f3 +23%\u3001\u8a2a\u554f\u3042\u305f\u308a\u58f2\u4e0a +53%\u3002\u6210\u9577\u7387\u306f\u524d\u5e74\u6bd4 +138%\uff082024\u5e7410\u6708\u6bd4\u3067\u306f +1,324%\uff09\u3002<\/p>\n    <p style=\"font-size:12.5px;color:var(--ink3)\">\u305f\u3060\u3057\u300cAI-sourced\u300d\u306e\u6280\u8853\u7684\u5b9a\u7fa9\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u65b9\u6cd5\u8ad6\u306e\u900f\u660e\u6027\u3068\u3044\u3046\u70b9\u3067\u306f\u4f4e\u3044\u8a55\u4fa1\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n    <cite>Adobe Analytics \/ Adobe Digital Insights\u3002\u8a08\u6e2c2024\u5e7410\u6708\u301c2026\u5e745\u6708\u30022026-06-17\u5831\u9053\u5206\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/cite>\n  <\/div>\n  <div>\n    <span class=\"tag tag-b\">\u53cd\u8a3c\u5074 \/ 990\u5104\u30bb\u30c3\u30b7\u30e7\u30f3<\/span>\n    <h4>AI\u6d41\u5165\u306f\u3001\u7279\u5225\u3067\u306f\u306a\u3044<\/h4>\n    <p>990\u5104\u30bb\u30c3\u30b7\u30e7\u30f3\uff0f6,500\u30b5\u30a4\u30c8\uff0f\u5168\u696d\u7a2e\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8a08\u6e2c\u3067\u306f\u3001AI\u7d4c\u7531\u6d41\u5165\u306e<b>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306f1.3%<\/b>\u3002\u3053\u308c\u306f<b>\u30e1\u30fc\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\uff081.9%\uff09\u3092\u4e0b\u56de\u308a\u307e\u3059<\/b>\u3002\u524d\u5e74\u6bd4\u3067\u306f +55% \u3068\u4f38\u3073\u3066\u306f\u3044\u307e\u3059\u3002<\/p>\n    <p>\u76f4\u5e30\u7387\u306e\u6539\u5584\u3082\u3001\u4ed6\u30c1\u30e3\u30cd\u30eb\u6bd4\u3067<b>\u308f\u305a\u304b5%<\/b>\u306b\u3068\u3069\u307e\u308a\u307e\u3059\uff08\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u5e83\u544a\u3084\u30aa\u30fc\u30ac\u30cb\u30c3\u30afSNS\u3088\u308a\u306f\u826f\u3044\u3082\u306e\u306e\u3001\u5287\u7684\u306a\u5dee\u3067\u306f\u306a\u3044\uff09\u3002<\/p>\n    <p style=\"font-size:12.5px;color:var(--ink3)\">\u5bfe\u8c61\u304c\u7c73\u56fd\u5c0f\u58f2\u4e2d\u5fc3\u304b\u5168\u696d\u7a2e\u304b\u3001\u76f8\u5bfe\u6bd4\u8f03\u304b\u7d76\u5bfe\u5024\u304b\u3068\u3044\u3046\u9055\u3044\u304c\u3001\u3053\u306e\u4e56\u96e2\u3092\u751f\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n    <cite>Contentsquare\u3002990\u5104\u30bb\u30c3\u30b7\u30e7\u30f3\uff0f6,500\u30b5\u30a4\u30c8\uff0f2,200\u4e07\u4ef6\u306e\u9867\u5ba2\u4f1a\u8a71\u30022025\u5e74\u30c7\u30fc\u30bf\u30022026-04-03\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/cite>\n  <\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<h3>\u3053\u306e\u5bfe\u7acb\u3092\u3069\u3046\u8aad\u3080\u304b<\/h3>\n<p>\u4e21\u8005\u306f\u6e2c\u3063\u3066\u3044\u308b\u5bfe\u8c61\u304c\u9055\u3046\u305f\u3081\u3001\u3069\u3061\u3089\u304b\u304c\u5618\u3092\u3064\u3044\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<mark>\u300cAI\u6d41\u5165\u306f\u3001\u975eAI\u6d41\u5165\u3068\u6bd4\u3079\u308c\u3070\u512a\u79c0\u3002\u3060\u304c\u5168\u30c1\u30e3\u30cd\u30eb\u306e\u4e2d\u3067\u7a81\u51fa\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u300d<\/mark>\u2014\u2014\u3053\u308c\u304c\u4e21\u7acb\u3059\u308b\u89e3\u91c8\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u512a\u4f4d\u6027\u304c\u6c38\u7d9a\u3057\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u30c7\u30fc\u30bf\u3082\u3042\u308a\u307e\u3059\u3002\u65c5\u884c\u696d\u754c\u3067\u306f\u3001AI\u6d41\u5165\u3068\u975eAI\u6d41\u5165\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u5dee\u304c <b>86%\u52a3\u4f4d\uff082024\u5e7410\u6708\uff09\u2192 14\u301c28%\u52a3\u4f4d\uff082026\u5e74\uff09<\/b> \u3078\u3068\u7e2e\u5c0f\u3057\u3066\u3044\u307e\u3059\u3002\u521d\u671f\u306eAI\u5229\u7528\u8005\u306f\u60c5\u5831\u611f\u5ea6\u304c\u9ad8\u3044\u5c64\u306b\u504f\u3063\u3066\u3044\u305f\u305f\u3081\u8cea\u304c\u9ad8\u304f\u898b\u3048\u3066\u3044\u305f\u3001\u3068\u3044\u3046\u300c\u5229\u7528\u8005\u5c64\u306e\u5e0c\u91c8\u300d\u304c\u8d77\u304d\u3066\u3044\u308b\u3068\u8003\u3048\u308b\u306e\u304c\u59a5\u5f53\u3067\u3059\u3002<\/p>\n\n<h3>BtoB\u306b\u9650\u308c\u3070\u3001\u8a71\u306f\u3082\u3046\u5c11\u3057\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u308b<\/h3>\n<p>\u7c73\u56fd\u306eBtoB\u8cfc\u8cb7\u610f\u601d\u6c7a\u5b9a\u8005\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8abf\u67fb\u3067\u306f\u3001\u6b21\u306e\u6570\u5b57\u304c\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"stats\">\n  <div class=\"stat\"><div class=\"v acc\">82%<\/div><div class=\"k\">\u904e\u53bb24\u304b\u6708\u306bAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u30d9\u30f3\u30c0\u30fc\u306e\u63a8\u5968\u3092\u5f97\u305f<\/div><div class=\"s\">n=1,038\uff0f2026\u5e746\u6708\u8abf\u67fb\uff0f2026-07-22\u516c\u8868<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">69%<\/div><div class=\"k\">AI\u306e\u63a8\u5968\u306b\u3088\u308a\u3001\u5f53\u521d\u4e88\u5b9a\u3068\u7570\u306a\u308b\u30d9\u30f3\u30c0\u30fc\u3092\u9078\u3093\u3060<\/div><div class=\"s\">n=1,076\uff0f2026\u5e743\u6708\u8abf\u67fb<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">33%<\/div><div class=\"k\">\u307e\u3063\u305f\u304f\u77e5\u3089\u306a\u304b\u3063\u305f\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u8cfc\u5165\u3057\u305f<\/div><div class=\"s\">\u540c\u4e0a<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">85%<\/div><div class=\"k\">AI\u306b\u5f15\u7528\u3055\u308c\u305f\u30d9\u30f3\u30c0\u30fc\u3092\u597d\u610f\u7684\u306b\u898b\u308b<\/div><div class=\"s\">\u540c\u4e0a<\/div><\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<p><mark>BtoB\u306b\u304a\u3044\u3066AI\u691c\u7d22\u304c\u52b9\u304f\u306e\u306f\u300c\u6d41\u5165\u3092\u5897\u3084\u3059\u300d\u304b\u3089\u3067\u306f\u306a\u304f\u3001\u300c\u691c\u8a0e\u30ea\u30b9\u30c8\u306b\u8f09\u308b\u300d\u304b\u3089\u3067\u3059\u3002<\/mark>\u6d41\u51650.2%\u3068\u3044\u3046\u6570\u5b57\u3068\u3001\u3053\u306e82%\u306f\u77db\u76fe\u3057\u307e\u305b\u3093\u3002AI\u306e\u56de\u7b54\u3092\u8aad\u3093\u3067\u793e\u540d\u3092\u899a\u3048\u3001\u5f8c\u3067\u6307\u540d\u691c\u7d22\u3059\u308b\u2014\u2014\u3068\u3044\u3046\u7d4c\u8def\u306f\u3001\u30ea\u30d5\u30a1\u30e9\u30eb\u3068\u3057\u3066\u8a08\u6e2c\u3055\u308c\u306a\u3044\u305f\u3081\u3067\u3059\u3002<\/p>\n<\/div>\n<\/section>\n\n<section id=\"ch5\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 05<\/span>\n  <h2>\u5426\u5b9a\u3055\u308c\u305f\u65bd\u7b56<\/h2>\n  <p class=\"dek\">2026\u5e74\u524d\u534a\u306f\u3001GEO\u696d\u754c\u306b\u3068\u3063\u3066\u300c\u5b9a\u8aac\u304c\u58ca\u308c\u305f\u534a\u5e74\u300d\u3067\u3057\u305f\u3002\u3053\u3053\u3067\u6319\u3052\u308b\u306e\u306f\u3001\u63d0\u4f9b\u5143\u306e\u516c\u5f0f\u898b\u89e3\u307e\u305f\u306f\u5bfe\u7167\u7fa4\u3092\u7f6e\u3044\u305f\u691c\u8a3c\u306b\u3088\u3063\u3066\u5426\u5b9a\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"tbl-wrap\">\n<table>\n<thead><tr><th style=\"width:22%\">\u65bd\u7b56<\/th><th style=\"width:12%\">\u5224\u5b9a<\/th><th>\u6839\u62e0<\/th><\/tr><\/thead>\n<tbody>\n<tr>\n  <td><b>llms.txt \u306e\u8a2d\u7f6e<\/b><\/td>\n  <td><span class=\"pill p-ng\">\u5426\u5b9a<\/span><\/td>\n  <td>\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u63d0\u4f9b\u5143\u304c\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff082026\u5e745\u6708\uff09\u3067\u300cGoogle\u691c\u7d22\uff08\u751f\u6210AI\u6a5f\u80fd\u3092\u542b\u3080\uff09\u306b\u8868\u793a\u3055\u308c\u308b\u305f\u3081\u306b\u3001\u65b0\u3057\u3044\u6a5f\u68b0\u53ef\u8aad\u30d5\u30a1\u30a4\u30eb\u3001AI\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3001\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u3001Markdown\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u660e\u8a18\u3002\u540c\u793e\u306e\u691c\u7d22\u62c5\u5f53\u8005\u3082\u300c\u7d14\u7c8b\u306b\u6295\u6a5f\u7684\u300d\u300c\u30b5\u30fc\u30d0\u30fc\u30ed\u30b0\u3092\u898b\u308c\u3070\u3001\u305d\u3082\u305d\u3082\u53d6\u5f97\u3057\u306b\u6765\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u308b\u300d\u3068\u767a\u8a00\u300210\u30b5\u30a4\u30c8\u3092\u5bfe\u8c61\u306b\u524d\u5f8c90\u65e5\u305a\u3064\u6bd4\u8f03\u3057\u305f\u5b9f\u5730\u691c\u8a3c\u3067\u306f\u30018\u30b5\u30a4\u30c8\u304c\u5909\u5316\u306a\u3057\u30011\u30b5\u30a4\u30c8\u306f\u221219.7%\u3001\u6539\u5584\u3057\u305f2\u30b5\u30a4\u30c8\u306f\u5225\u8981\u56e0\u3068\u7279\u5b9a\u3055\u308c\u307e\u3057\u305f\u3002<\/td>\n<\/tr>\n<tr>\n  <td><b>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08JSON-LD\uff09\u306e\u8ffd\u52a0\u3067AI\u5f15\u7528\u3092\u5897\u3084\u3059<\/b><\/td>\n  <td><span class=\"pill p-ng\">\u5426\u5b9a<\/span><\/td>\n  <td>JSON-LD\u3092\u8ffd\u52a0\u3057\u305f1,885\u30da\u30fc\u30b8\u3068\u3001\u30de\u30c3\u30c1\u30f3\u30b0\u3055\u305b\u305f\u5bfe\u7167\u7fa44,000\u30da\u30fc\u30b8\u3092\u5dee\u5206\u306e\u5dee\u5206\u6cd5\u3067\u6bd4\u8f03\uff082025\u5e748\u6708\u301c2026\u5e743\u6708\uff09\u3002\u7d50\u679c\u306fAI Overviews <b>\u22124.6%\uff08\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u6e1b\u5c11\uff09<\/b>\u3001AI\u30e2\u30fc\u30c9 +2.4%\u3001ChatGPT +2.2%\uff08\u5f8c\u80052\u3064\u306f\u30ce\u30a4\u30ba\u3068\u533a\u5225\u4e0d\u80fd\uff09\u3002\u300cAI\u5f15\u7528\u30da\u30fc\u30b8\u306f\u975e\u5f15\u7528\u30da\u30fc\u30b8\u3088\u308a\u7d043\u500dJSON-LD\u3092\u6301\u3063\u3066\u3044\u305f\u300d\u3068\u3044\u3046\u4e8b\u524d\u89b3\u5bdf\u306f\u3001\u6280\u8853\u7684\u306b\u6574\u5099\u3055\u308c\u305f\u826f\u8cea\u30b5\u30a4\u30c8\u306b\u8f09\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u4ea4\u7d61\u3068\u7d50\u8ad6\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><b>FAQPage \u30b9\u30ad\u30fc\u30de\u306e\u5b9f\u88c5<\/b><\/td>\n  <td><span class=\"pill p-ng\">\u7d42\u4e86<\/span><\/td>\n  <td>2026\u5e745\u67087\u65e5\u306bFAQ\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u306e\u8868\u793a\u304c\u505c\u6b62\u30016\u6708\u306b\u691c\u7d22\u30a2\u30d4\u30a2\u30e9\u30f3\u30b9\uff0f\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u30c6\u30b9\u30c8\u306e\u30b5\u30dd\u30fc\u30c8\u304c\u524a\u9664\u30018\u6708\u306bSearch Console API\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u524a\u9664\u3055\u308c\u307e\u3057\u305f\u3002AI\u5074\u3067\u3082\u3001\u5f15\u7528\u30da\u30fc\u30b8\u4e0a\u306eFAQ\u30b9\u30ad\u30fc\u30de\u51fa\u73fe\u7387\u306fChatGPT 3%\u30fbAI\u30e2\u30fc\u30c95.5%\u3068\u6700\u4e0b\u4f4d\u30af\u30e9\u30b9\u3002<b>\u65b0\u898f\u5b9f\u88c5\u306e\u5de5\u6570\u306f\u30bc\u30ed\u306b\u3057\u3066\u3088\u3044\u72b6\u614b\u3067\u3059\u3002<\/b><\/td>\n<\/tr>\n<tr>\n  <td><b>\u30ec\u30a4\u30a2\u30a6\u30c8\u30fb\u6574\u5f62\u3060\u3051\u306e\u6539\u5584<\/b><\/td>\n  <td><span class=\"pill p-ng\">\u7121\u52b9<\/span><\/td>\n  <td>252,000\u8a66\u884c\u30fb6\u3064\u306eLLM\u30fb\u9806\u5e8f\u30ab\u30a6\u30f3\u30bf\u30fc\u30d0\u30e9\u30f3\u30b9\u4ed8\u304d\u306e\u5bfe\u7167\u5b9f\u9a13\uff08\u67fb\u8aad\u4ed8\u304d\u56fd\u969b\u4f1a\u8b70\u63a1\u629e\uff09\u3067\u3001\u69cb\u9020\u30fb\u60c5\u5831\u6574\u7406\u306a\u3069\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u7cfb\u4ecb\u5165\u306e<b>\u30aa\u30c3\u30ba\u6bd4\u306f0.79\u301c1.68<\/b>\u3068\u7121\u8996\u3067\u304d\u308b\u6c34\u6e96\u3002\u8ad6\u6587\u306f\u300c\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u307f\u306e\u7de8\u96c6\u306f\u307b\u3068\u3093\u3069\u5f71\u97ff\u3057\u306a\u3044\u300d\u3068\u7d50\u8ad6\u3057\u3001\u3053\u308c\u304c\u4e00\u822c\u7684\u306aGEO\u6307\u5357\u3068\u77db\u76fe\u3059\u308b\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><b>\u88ab\u30ea\u30f3\u30af\u4e2d\u5fc3\u306e\u6a29\u5a01\u69cb\u7bc9<\/b><\/td>\n  <td><span class=\"pill p-w\">\u52b9\u679c\u8584<\/span><\/td>\n  <td>75,000\u30d6\u30e9\u30f3\u30c9\u306e\u76f8\u95a2\u5206\u6790\u3067\u3001\u88ab\u30ea\u30f3\u30af\u672c\u6570\u30fbURL Rating\u306f\u5168\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5f31\u3044\u76f8\u95a2\uff080.266\u301c0.326\uff09\u3002\u4e00\u65b9\u3067\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u306f0.656\u301c0.709\u3068\u5927\u304d\u304f\u4e0a\u56de\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><b>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u7d30\u5207\u308c\u5316\uff08\u30c1\u30e3\u30f3\u30af\u5316\uff09<\/b><\/td>\n  <td><span class=\"pill p-n\">\u898b\u89e3\u304c\u5272\u308c\u308b<\/span><\/td>\n  <td>Google\u516c\u5f0f\u306f\u300cAI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u7d30\u304b\u304f\u5206\u5272\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u300d\u3068\u660e\u8a18\u3002\u540c\u793e\u691c\u7d22\u62c5\u5f53\u8005\u3082\u300cLLM\u7528\u3068\u30a6\u30a7\u30d6\u7528\u306e2\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u601d\u3063\u3066\u307b\u3057\u304f\u306a\u3044\u300d\u3068\u767a\u8a00\u3002<b>\u4e00\u65b9\u3001Bing\u306f\u6b63\u53cd\u5bfe\u306e\u3053\u3068\u3092\u516c\u5f0f\u306b\u8a00\u3063\u3066\u3044\u307e\u3059\uff08\u7b2c7\u7ae0\uff09\u3002<\/b><\/td>\n<\/tr>\n<tr>\n  <td><b>Wikidata \/ Wikipedia \u306e\u6574\u5099<\/b><\/td>\n  <td><span class=\"pill p-n\">\u8a3c\u62e0\u306a\u3057<\/span><\/td>\n  <td>\u300c\u81ea\u793e\u306eWikidata\u30a8\u30f3\u30c8\u30ea\u3092\u6574\u5099\u3059\u308b\u3068AI\u53ef\u8996\u6027\u304c\u4e0a\u304c\u308b\u300d\u3068\u3044\u3046\u56e0\u679c\u95a2\u4fc2\u3092\u793a\u3057\u305f\u5bfe\u7167\u5b9f\u9a13\u306f\u898b\u3064\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u691c\u7d22\u3067\u51fa\u3066\u304f\u308b\u306e\u306f\u307b\u307c\u3059\u3079\u3066\u30d9\u30f3\u30c0\u30fc\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8a18\u4e8b\u3067\u3059\u3002\u52a0\u3048\u3066Google\u306f\u300c\u4eba\u5de5\u7684\u306a\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u3084\u63a8\u85a6\u3092\u8ffd\u3044\u304b\u3051\u308b\u3053\u3068\u306f\u6709\u52b9\u3067\u306a\u3044\u300d\u3068\u516c\u5f0f\u306b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<b>\u300c\u65bd\u7b56\u300d\u3067\u306f\u306a\u304f\u300c\u8a18\u8ff0\u306e\u8aa4\u308a\u3092\u76f4\u3059\u885b\u751f\u7ba1\u7406\u300d\u3068\u4f4d\u7f6e\u3065\u3051\u308b\u306e\u304c\u6b63\u78ba\u3067\u3059\u3002<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n\n<div class=\"note danger\">\n<b>\u25c6 Google\u304c2026\u5e745\u6708\u306e\u516c\u5f0f\u30ac\u30a4\u30c9\u3067\u300c\u4e0d\u8981\u300d\u3068\u540d\u6307\u3057\u3057\u305f\u3082\u306e<\/b>\nllms.txt\u30fbAI\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u30fbMarkdown\u7248\u306e\u4e26\u7f6e \uff0f \u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u7d30\u5207\u308c\u5316 \uff0f AI\u5411\u3051\u306e\u7279\u6b8a\u306a\u6587\u4f53 \uff0f \u751f\u6210AI\u5411\u3051\u306e\u7279\u5225\u306a\u69cb\u9020\u5316\u30c7\u30fc\u30bf \uff0f \u4eba\u5de5\u7684\u306a\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u30fb\u88ab\u30ea\u30f3\u30af\u7372\u5f97 \uff0f \u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u306e\u5fc5\u9808\u5316 \uff0f \u7b2c\u4e09\u8005\u30c4\u30fc\u30eb\u304c\u4e3b\u5f35\u3059\u308b\u300cGoogle\u5185\u90e8\u6307\u6a19\u300d\u3002<br><br>\n\u540c\u30ac\u30a4\u30c9\u306f\u3001AEO\/GEO\u3092\u300c\u7d50\u5c40\u306fSEO\u300d\u3068\u518d\u5b9a\u7fa9\u3057\u305f\u3046\u3048\u3067\u3001<b>\u300c\u7b2c\u4e09\u8005\u306eAEO\/GEO\u30b5\u30fc\u30d3\u30b9\u306f\u516c\u5f0f\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u7167\u3089\u3057\u3066\u8a55\u4fa1\u305b\u3088\u300d<\/b>\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002\u767a\u6ce8\u5074\u304c\u3053\u308c\u3092\u8aad\u3093\u3067\u3044\u308b\u524d\u63d0\u3067\u63d0\u6848\u3092\u7d44\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\n<\/div>\n\n<div class=\"wrap prose\">\n<h3>\u305f\u3060\u3057\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u7121\u99c4\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/h3>\n<p>\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u70b9\u306a\u306e\u3067\u88dc\u8db3\u3057\u307e\u3059\u3002\u4e0a\u8a18\u304c\u5426\u5b9a\u3057\u305f\u306e\u306f<mark>\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308c\u3070AI\u5f15\u7528\u304c\u5897\u3048\u308b\u300d\u3068\u3044\u3046\u56e0\u679c<\/mark>\u3060\u3051\u3067\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u306f\u3001\u3044\u307e\u3082\u6b21\u306e\u5f79\u5272\u304c\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\uff08\u691c\u7d22\u7d50\u679c\u306e\u898b\u305f\u76ee\u306e\u62e1\u5f35\uff09\u2014\u2014FAQ\u3092\u9664\u304f\u591a\u304f\u306f\u73fe\u5f79<\/li>\n<li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\uff08\u3053\u306e\u4f1a\u793e\u30fb\u3053\u306e\u88fd\u54c1\u304c\u4f55\u8005\u304b\u3092\u6a5f\u68b0\u306b\u4f1d\u3048\u308b\uff09<\/li>\n<li><b>\u5546\u54c1\u30c7\u30fc\u30bf\u7d4c\u8def<\/b>\u2014\u2014Google\u306f\u751f\u6210AI\u5411\u3051\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5426\u5b9a\u3057\u305f\u4e00\u65b9\u3067\u3001Merchant Center\u30d5\u30a3\u30fc\u30c9\u306e\u5229\u7528\u306f\u660e\u78ba\u306b\u63a8\u5968\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n<p>\u58f2\u308a\u65b9\u306e\u554f\u984c\u3068\u3057\u3066\u6574\u7406\u3059\u308b\u3068\u3001<b>\u300cAI\u5f15\u7528\u3092\u8cb7\u3046\u30ec\u30d0\u30fc\u300d\u3067\u306f\u306a\u304f\u300c\u914d\u7ba1\uff08plumbing\uff09\u300d<\/b>\u3067\u3059\u3002\u914d\u7ba1\u306b\u4fa1\u5024\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u86c7\u53e3\u3092\u3072\u306d\u308c\u3070\u6c34\u304c\u51fa\u308b\u7406\u7531\u305d\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n<h3>llms.txt \u306b\u3064\u3044\u3066\u3001\u3082\u3046\u5c11\u3057<\/h3>\n<p>\u552f\u4e00\u306e\u4f8b\u5916\u306f\u3001<b>\u958b\u767a\u8005\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084API\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u8aad\u307e\u305b\u308b\u7528\u9014<\/b>\u3067\u3059\u3002\u5b9f\u969b\u3001\u8907\u6570\u306e\u30a4\u30f3\u30d5\u30e9\u4e8b\u696d\u8005\u30fbAI\u4e8b\u696d\u8005\u304c\u81ea\u793e\u306e\u958b\u767a\u8005\u5411\u3051\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306bllms.txt\u3092\u914d\u5099\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u300cAI\u691c\u7d22\u5bfe\u7b56\u300d\u3067\u306f\u306a\u304f\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306e\u958b\u767a\u8005\u4f53\u9a13\u300d\u3068\u3044\u3046\u5225\u306e\u6587\u8108\u3067\u3059\u3002<\/p>\n<p>\u8a2d\u7f6e\u30b3\u30b9\u30c8\u81ea\u4f53\u306f\u4f4e\u3044\u306e\u3067\u3001\u7f6e\u304f\u3053\u3068\u81ea\u4f53\u306b\u5bb3\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u554f\u984c\u306f<mark>\u305d\u308c\u3092\u6210\u679c\u7269\u3068\u3057\u3066\u8ab2\u91d1\u3059\u308b\u6b63\u5f53\u6027\u304c\u306a\u3044<\/mark>\u3053\u3068\u3067\u3059\u3002<\/p>\n<\/div>\n<\/section>\n\n<section id=\"ch6\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 06<\/span>\n  <h2>\u5b9f\u8a3c\u3055\u308c\u305f\u65bd\u7b56<\/h2>\n  <p class=\"dek\">\u3067\u306f\u3001\u4f55\u304c\u52b9\u304f\u306e\u304b\u3002\u5bfe\u7167\u7fa4\u3092\u7f6e\u3044\u305f\u5b9f\u9a13\u3067\u6841\u9055\u3044\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u78ba\u8a8d\u3055\u308c\u305f\u306e\u306f\u3001\u610f\u5916\u306a\u307b\u3069\u5730\u5473\u306a\u8981\u7d20\u3067\u3057\u305f\u3002<\/p>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 17<\/span>\u2605 \u5f15\u7528\u3055\u308c\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u3081\u308b\u306e\u306f\u300c\u4e2d\u8eab\u300d\u3060\u3063\u305f<\/p>\n    <p class=\"fig-note\">252,000\u8a66\u884c\u30fb6\u3064\u306eLLM\u30fb2\u6587\u66f8RAG\u30c6\u30b9\u30c8\u30d9\u30c3\u30c9\u30fb\u6df7\u5408\u52b9\u679c\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306b\u3088\u308b\u5bfe\u7167\u5b9f\u9a13\u3002\u6570\u5024\u306f\u30aa\u30c3\u30ba\u6bd4\uff081.0\uff1d\u52b9\u679c\u306a\u3057\uff09\u3002<b>\u6a2a\u8ef8\u306f\u5bfe\u6570\u30b9\u30b1\u30fc\u30eb<\/b>\u3067\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u4fa1\u683c\u304c\u66f8\u304b\u308c\u3066\u3044\u308b<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">&gt;10,000<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u65b0\u3057\u3044\u65e5\u4ed8\u304c\u3042\u308b<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">&gt;10,000<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u30c8\u30d4\u30c3\u30af\u304c\u9069\u5408\u3057\u3066\u3044\u308b<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">&gt;10,000<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">\u65ad\u5b9a\u8868\u73fe\uff08\u307c\u304b\u3055\u306a\u3044\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:71.9%\"><\/div><\/div><div class=\"bar-val\">\u301c754<\/div><\/div>\n    <div class=\"bar-row c2\"><div class=\"bar-label\">\u4ed5\u69d8\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044<span class=\"bar-sub\">\u2191\u3053\u308c\u306f\u300c\u4e0d\u5229\u300d\u306e\u5927\u304d\u3055<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:59.6%\"><\/div><\/div><div class=\"bar-val\">\u301c243<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u30ec\u30a4\u30a2\u30a6\u30c8\u30fb\u6574\u5f62\u306e\u6539\u5584\u306e\u307f<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:5.6%;min-width:5px\"><\/div><\/div><div class=\"bar-val\">0.79\u301c1.68<\/div><\/div>\n  <\/div>\n  <div class=\"ruler\"><div><\/div><div><span>1<\/span><span>10<\/span><span>100<\/span><span>1,000<\/span><span>10,000<\/span><\/div><div><\/div><\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\"><b>\u3053\u306e\u56f3\u306e\u8aad\u307f\u65b9\uff1a<\/b>\u30aa\u30c3\u30ba\u6bd4\u306f\u300c\u305d\u306e\u8981\u7d20\u304c\u3042\u308b\u3068\u4f55\u500d\u5f15\u7528\u3055\u308c\u3084\u3059\u304f\u306a\u308b\u304b\u300d\u306e\u76ee\u5b89\u3067\u3059\u30021.0\u304c\u300c\u5909\u5316\u306a\u3057\u300d\u3002\u3044\u3061\u3070\u3093\u4e0b\u306e\u300c\u30ec\u30a4\u30a2\u30a6\u30c8\u6539\u5584\u306e\u307f\u300d\u306f\u3001\u307b\u307c1.0\u306e\u4f4d\u7f6e\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n  <p class=\"fig-note\"><mark>\u3064\u307e\u308a\u2014\u2014\u5192\u982d\u306b\u8981\u7d04\u30dc\u30c3\u30af\u30b9\u3092\u7f6e\u3044\u3066\u3082\u3001\u305d\u3053\u306b\u5177\u4f53\u7684\u306a\u6570\u5024\u304c\u5165\u3063\u3066\u3044\u306a\u3051\u308c\u3070\u52b9\u304b\u306a\u3044\u3002<\/mark>\u9006\u306b\u3001\u578b\u756a\u30fb\u5bf8\u6cd5\u30fb\u6750\u8cea\u30fb\u8010\u5727\u30fb\u9069\u5408\u898f\u683c\u30fb\u4fa1\u683c\u5e2f\u30fb\u7d0d\u671f\u30fb\u66f4\u65b0\u65e5\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\u3001\u4f53\u88c1\u304c\u591a\u5c11\u60aa\u304f\u3066\u3082\u5f15\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n  <div class=\"note good\" style=\"margin:24px 0 0;max-width:none\">\n  <b>\u25c6 \u5b9f\u52d9\u3078\u306e\u7ffb\u8a33\uff08\u7279\u306b\u88fd\u9020\u696d\u30fbBtoB\uff09<\/b>\n  \u4ed5\u69d8\u8868\u3092PDF\u30ab\u30bf\u30ed\u30b0\u3084\u753b\u50cf\u306e\u4e2d\u306b\u9589\u3058\u8fbc\u3081\u3066\u3044\u308b\u30b5\u30a4\u30c8\u306f\u3001AI\u304b\u3089\u898b\u308b\u3068<b>\u300c\u305d\u306e\u60c5\u5831\u304c\u5b58\u5728\u3057\u306a\u3044\u300d\u306e\u3068\u540c\u3058<\/b>\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u306eHTML\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u51fa\u3059\u3053\u3068\u2014\u2014\u672c\u30ec\u30dd\u30fc\u30c8\u5168\u4f53\u3067\u3001\u3053\u308c\u304c\u6700\u3082\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u65bd\u7b56\u3067\u3059\u3002\n  <\/div>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aSprinklr\uff08SIGIR &#8217;26 \u63a1\u629e\u8ad6\u6587\uff09\u3002252,000\u8a66\u884c\uff0f6 LLM\uff0f2\u6587\u66f8RAG\u30c6\u30b9\u30c8\u30d9\u30c3\u30c9\uff0f\u9806\u5e8f\u30ab\u30a6\u30f3\u30bf\u30fc\u30d0\u30e9\u30f3\u30b9\uff0f\u6df7\u5408\u52b9\u679c\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u30022026-05-25\u516c\u958b\uff08arXiv:2605.25517\uff09\u3002\u67fb\u8aad\u4ed8\u304d\u5b66\u8853\u7814\u7a76\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 18<\/span>\u88ab\u30ea\u30f3\u30af\u3088\u308a\u3001\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u8a9e\u3089\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u52b9\u304f<\/p>\n    <p class=\"fig-note\">75,000\u30d6\u30e9\u30f3\u30c9\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3001AI\u53ef\u8996\u6027\u3068\u306e\u76f8\u95a2\u4fc2\u6570\u3002\u6570\u5024\u304c\u9ad8\u3044\u307b\u3069\u3001AI\u53ef\u8996\u6027\u3068\u4e00\u7dd2\u306b\u52d5\u304f\u50be\u5411\u304c\u5f37\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">YouTube\u3067\u306e\u8a00\u53ca<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:92%\"><\/div><\/div><div class=\"bar-val\">0.737<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u30a6\u30a7\u30d6\u4e0a\u306e\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:89%\"><\/div><\/div><div class=\"bar-val\">0.709<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">\u30d6\u30e9\u30f3\u30c9\u7cfb\u30a2\u30f3\u30ab\u30fc\u30c6\u30ad\u30b9\u30c8<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:78%\"><\/div><\/div><div class=\"bar-val\">0.628<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">\u6307\u540d\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:58%\"><\/div><\/div><div class=\"bar-val\">0.466<\/div><\/div>\n    <div class=\"bar-row mute\"><div class=\"bar-label\">\u30c9\u30e1\u30a4\u30f3\u8a55\u4fa1\uff08\u88ab\u30ea\u30f3\u30af\u7531\u6765\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:41%\"><\/div><\/div><div class=\"bar-val\">0.326<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\"><b>\u6ce8\u610f\uff1a\u76f8\u95a2\u3067\u3042\u3063\u3066\u56e0\u679c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/b>\u8abf\u67fb\u4e3b\u4f53\u81ea\u8eab\u304c\u305d\u3046\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Google\u306f\u300c\u4eba\u5de5\u7684\u306a\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u306e\u8ffd\u6c42\u306f\u6709\u52b9\u3067\u306a\u3044\u300d\u3068\u516c\u5f0f\u306b\u8ff0\u3079\u3066\u3044\u308b\u305f\u3081\u3001<mark>\u300c\u8a00\u53ca\u3092\u6c34\u5897\u3057\u3059\u308b\u300d\u65bd\u7b56\u306f\u52b9\u304b\u306a\u3044<\/mark>\u3068\u8003\u3048\u308b\u3079\u304d\u3067\u3059\u3002\u5b9f\u4f53\u306e\u3042\u308b\u6d3b\u52d5\uff08\u696d\u754c\u30e1\u30c7\u30a3\u30a2\u3078\u306e\u5bc4\u7a3f\u3001\u6280\u8853\u8a18\u4e8b\u3001\u5c0e\u5165\u4e8b\u4f8b\u3001\u898f\u683c\u56e3\u4f53\u3067\u306e\u6d3b\u52d5\u3001\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u767b\u58c7\uff09\u306e\u7d50\u679c\u3068\u3057\u3066\u8a00\u53ca\u304c\u5897\u3048\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u89e3\u91c8\u304c\u59a5\u5f53\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAhrefs\uff0875,000\u30d6\u30e9\u30f3\u30c9\uff09\u30022026\u5e74\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002\u76f8\u95a2\u5206\u6790\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 19<\/span>\u5f15\u7528\u5143\u306e\u904e\u534a\u6570\u306f\u3001\u5b9f\u306f\u300c\u305d\u306e\u4f1a\u793e\u306e\u81ea\u793e\u30b5\u30a4\u30c8\u300d<\/p>\n    <p class=\"fig-note\">118\u5104\u4ef6\u306e\u5f15\u7528\u3092\u5206\u6790\u3057\u305f\u7d50\u679c\u3002\u300cReddit\u3084SNS\u5bfe\u7b56\u304c\u3059\u3079\u3066\u300d\u3068\u3044\u3046\u8a9e\u308a\u53e3\u3068\u306f\u3001\u304b\u306a\u308a\u9055\u3046\u7d75\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5206\u91ce<span class=\"bar-sub\">\u5c02\u9580\u6027\u306e\u9ad8\u3044BtoB\u9818\u57df<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:74%\"><\/div><\/div><div class=\"bar-val\">74%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">Gemini<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:69%\"><\/div><\/div><div class=\"bar-val\">69%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">\u5168\u4f53\u5e73\u5747<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:57%\"><\/div><\/div><div class=\"bar-val\">57%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">AI Overviews<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:54%\"><\/div><\/div><div class=\"bar-val\">54%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">ChatGPT<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:47%\"><\/div><\/div><div class=\"bar-val\">47%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u30bd\u30fc\u30b7\u30e3\u30eb\uff0fUGC\u304c\u5f15\u7528\u5143\u306b\u5360\u3081\u308b\u5272\u5408\u306f13\u301c15%\uff08ChatGPT\u3067\u306f2\u301c3%\u3068\u6975\u5c0f\uff09\u3002<mark>\u5c02\u9580\u6027\u304c\u9ad8\u3044\u9818\u57df\u307b\u3069\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u304c\u5f15\u7528\u6e90\u3068\u3057\u3066\u652f\u914d\u7684\u306b\u306a\u308a\u307e\u3059\u3002<\/mark>BtoB\u306b\u304a\u3044\u3066\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u6574\u5099\u3092\u5f8c\u56de\u3057\u306b\u3057\u3066SNS\u65bd\u7b56\u304b\u3089\u59cb\u3081\u308b\u306e\u306f\u3001\u512a\u5148\u9806\u4f4d\u3068\u3057\u3066\u5408\u7406\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aProfound\uff08118.4\u5104\u5f15\u7528\uff0f8\u30e2\u30c7\u30eb\uff0f8,061\u30ab\u30c6\u30b4\u30ea\uff09\u3002\u8a08\u6e2c2026-04-16\u301c2026-07-16\u3002\u4e00\u6b21\u8abf\u67fb\uff08AI\u53ef\u8996\u6027\u30c4\u30fc\u30eb\u4e8b\u696d\u8005\uff09\u3002<\/p>\n<\/figure>\n\n<div class=\"wrap prose\">\n<h3>\u6280\u8853\u9762\u3067\u3001\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u306a3\u70b9<\/h3>\n\n<h4>1. AI\u30af\u30ed\u30fc\u30e9\u30fc\u306fJavaScript\u3092\u5b9f\u884c\u3057\u306a\u3044<\/h4>\n<p>\u4e3b\u8981\u306aAI\u30af\u30ed\u30fc\u30e9\u30fc\uff08ChatGPT\u30fbClaude\u30fbPerplexity\u306e\u30dc\u30c3\u30c8\uff09\u306f\u3001JavaScript\u30d5\u30a1\u30a4\u30eb\u3092\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u53d6\u5f97\u306f\u3057\u307e\u3059\u304c\u3001<b>\u5b9f\u884c\u3057\u307e\u305b\u3093<\/b>\u3002\u3064\u307e\u308a\u3001JS\u3067\u63cf\u753b\u3055\u308c\u308b\u88fd\u54c1\u691c\u7d22\u30fb\u30b9\u30da\u30c3\u30af\u7d5e\u308a\u8fbc\u307f\u30fb\u30bf\u30d6\u5207\u308a\u66ff\u3048\u306e\u4e2d\u8eab\u306f\u3001AI\u304b\u3089\u898b\u3048\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001ChatGPT\u30fbClaude\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e<mark>\u7d043\u5206\u306e1\u304c404\u3067\u8fd4\u3063\u3066\u3044\u308b<\/mark>\u3068\u3044\u3046\u5b9f\u6e2c\u3082\u3042\u308a\u307e\u3059\uff08Googlebot\u306f8.22%\uff09\u3002\u30b5\u30a4\u30c8\u30de\u30c3\u30d7\u3068\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u306e\u6574\u5099\u3060\u3051\u3067\u62fe\u3048\u308b\u53d6\u308a\u3053\u307c\u3057\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h4>2. \u30af\u30ed\u30fc\u30e9\u30fc\u3092\u610f\u56f3\u305b\u305a\u30d6\u30ed\u30c3\u30af\u3057\u3066\u3044\u308b\u4f01\u696d\u30b5\u30a4\u30c8\u304c\u591a\u3044<\/h4>\n<p>\u8abf\u67fb\u3067\u306f<b>\u30b5\u30a4\u30c8\u306e73%\u304cAI\u30af\u30ed\u30fc\u30e9\u30fc\u306e\u30a2\u30af\u30bb\u30b9\u3092\u6280\u8853\u7684\u306b\u30d6\u30ed\u30c3\u30af\u3057\u3066\u3044\u308b<\/b>\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u91cd\u8981\u306a\u306e\u304c\u6b21\u306e\u533a\u5225\u3067\u3059\u3002<\/p>\n<ul>\n<li><b>OAI-SearchBot<\/b>\uff08ChatGPT\u691c\u7d22\u7528\uff09\u3092\u30d6\u30ed\u30c3\u30af\u3059\u308b\u3068\u3001<mark>ChatGPT\u306e\u56de\u7b54\u304b\u3089\u6d88\u3048\u307e\u3059<\/mark>\u3002\u5b66\u7fd2\u7528\u306eGPTBot\u3068\u306f\u5225\u7269\u3067\u3059<\/li>\n<li>Googlebot\u3092\u30d6\u30ed\u30c3\u30af\u3059\u308b\u3068\u3001AI Overviews\uff0fAI\u30e2\u30fc\u30c9\u304b\u3089\u3082\u6d88\u3048\u307e\u3059\uff08<b>\u5206\u96e2\u3067\u304d\u307e\u305b\u3093<\/b>\uff09<\/li>\n<li>robots.txt\u5909\u66f4\u306e\u53cd\u6620\u306b\u306f\u7d0424\u6642\u9593\u304b\u304b\u308a\u307e\u3059<\/li>\n<\/ul>\n<p>\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u4e3b\u5c0e\u3067\u30dc\u30c3\u30c8\u3092\u4e00\u62ec\u906e\u65ad\u3057\u3066\u3044\u308b\u4f01\u696d\u30b5\u30a4\u30c8\u306f\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<b>\u3053\u308c\u4e00\u3064\u3067\u3001\u4ed6\u306e\u3059\u3079\u3066\u306e\u65bd\u7b56\u304c\u7121\u52b9\u5316\u3055\u308c\u307e\u3059\u3002<\/b><\/p>\n\n<h4>3. \u65b0\u3057\u3044\u65e5\u4ed8\u3092\u51fa\u3059\u3053\u3068\u81ea\u4f53\u304c\u52b9\u304f<\/h4>\n<p>AI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u81ea\u7136\u691c\u7d22\u3088\u308a25.7%\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5f15\u7528\u3057\u3066\u3044\u307e\u3059\uff08ChatGPT\u306e\u5f15\u7528\u306e\u5e73\u5747\u7d4c\u904e\u65e5\u6570958\u65e5 \u5bfe \u81ea\u7136\u691c\u7d221,416\u65e5\uff09\u3002\u305f\u3060\u3057Google AI Overviews\u306f1,432\u65e5\u3067\u3001\u9bae\u5ea6\u30d0\u30a4\u30a2\u30b9\u304c\u307b\u307c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001\u8abf\u67fb\u4e3b\u4f53\u81ea\u8eab\u304c<b>\u300c\u5b9f\u8cea\u7684\u306a\u5909\u66f4\u306e\u306a\u3044\u66f4\u65b0\u306e\u4e71\u767a\u306f\u9006\u52b9\u679c\u300d<\/b>\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002\u65e5\u4ed8\u3060\u3051\u66f8\u304d\u63db\u3048\u308b\u904b\u7528\u306f\u63a8\u5968\u3055\u308c\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n<\/section>\n\n<section id=\"ch7\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 07<\/span>\n  <h2>Google\u3068Bing\u304c\u3001\u6b63\u53cd\u5bfe\u306e\u3053\u3068\u3092\u8a00\u3063\u3066\u3044\u308b<\/h2>\n  <p class=\"dek\">2026\u5e74\u6700\u5927\u306e\u69cb\u9020\u7684\u8ad6\u70b9\u3067\u3059\u3002\u300c\u516c\u5f0f\u304c\u8a00\u3063\u3066\u3044\u308b\u304b\u3089\u6b63\u3057\u3044\u300d\u304c\u901a\u7528\u3057\u306a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"duo\">\n  <div>\n    <span class=\"tag tag-a\">Google \u516c\u5f0f \/ 2026\u5e745\u6708<\/span>\n    <h4>\u300c\u5206\u5272\u3057\u306a\u304f\u3066\u3044\u3044\u300d<\/h4>\n    <p>\u300cAI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u3088\u3046\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u7d30\u304b\u304f\u5206\u5272\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u79c1\u305f\u3061\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u3042\u308b\u8907\u6570\u30c8\u30d4\u30c3\u30af\u306e\u30da\u30fc\u30b8\u3092\u7406\u89e3\u3057\u3001\u8a72\u5f53\u90e8\u5206\u3092\u63d0\u793a\u3067\u304d\u307e\u3059\u300d<\/p>\n    <p>\u300c\u751f\u6210AI\u691c\u7d22\u306e\u305f\u3081\u306b\u7279\u5225\u306a\u66f8\u304d\u65b9\u3092\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI\u306f\u985e\u7fa9\u8a9e\u3084\u4e00\u822c\u7684\u306a\u610f\u5473\u3092\u7406\u89e3\u3057\u307e\u3059\u300d<\/p>\n    <p>\u540c\u793e\u306e\u691c\u7d22\u5e83\u5831\u62c5\u5f53\u8005\u306f\u3055\u3089\u306b\u8e0f\u307f\u8fbc\u3093\u3067\u3001\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3082\u8a71\u3057\u305f\u304c\u3001\u305d\u3046\u3057\u3066\u307b\u3057\u304f\u306a\u3044\u300d\u300cLLM\u7528\u3068\u30a6\u30a7\u30d6\u7528\u306e2\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u601d\u3063\u3066\u307b\u3057\u304f\u306a\u3044\u300d\u300c\u3044\u307eLLM\u306b\u5a9a\u3073\u3066\u3084\u3063\u305f\u3053\u3068\u306f\u3001\u52b9\u3044\u305f\u304b\u3069\u3046\u304b\u3082\u5206\u304b\u3089\u306a\u3044\u307e\u307e\u3001\u9577\u671f\u7684\u306b\u306f\u5f15\u304d\u7d99\u304c\u308c\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n    <cite>Google Search Central\u300cAI\u6700\u9069\u5316\u30ac\u30a4\u30c9\u300d\uff082026\u5e745\u6708\uff09\u3001Search Off the Record\uff082026-01-08\u516c\u958b\uff09<\/cite>\n  <\/div>\n  <div>\n    <span class=\"tag tag-b\">Bing \u516c\u5f0f \/ 2026\u5e745\u67086\u65e5<\/span>\n    <h4>\u300c\u4fa1\u5024\u306e\u5358\u4f4d\u306f\u3001\u6587\u66f8\u3067\u306f\u306a\u304f\u4e8b\u5b9f\u306b\u306a\u308b\u300d<\/h4>\n    <p>\u300c\u691c\u7d22\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u3001\u4eba\u9593\u304c\u4f55\u3092\u8aad\u3080\u304b\u6c7a\u3081\u308b\u52a9\u3051\u3068\u3057\u3066\u4f5c\u3089\u308c\u305f\u3002<b>\u30b0\u30e9\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u304c\u4f55\u3092\u8a00\u3046\u304b\u6c7a\u3081\u308b\u52a9\u3051\u3068\u3057\u3066\u4f5c\u3089\u308c\u3064\u3064\u3042\u308b<\/b>\u300d<\/p>\n    <p>\u300c\u4fa1\u5024\u306e\u5358\u4f4d\u304c\u3001\u6587\u66f8\u304b\u3089\u3001<b>\u30b0\u30e9\u30a6\u30f3\u30c9\u53ef\u80fd\u306a\u60c5\u5831\u2014\u2014\u660e\u78ba\u306a\u51fa\u6240\u3092\u6301\u3064\u3001\u96e2\u6563\u7684\u3067\u88cf\u4ed8\u3051\u53ef\u80fd\u306a\u4e8b\u5b9f\u2014\u2014\u3078\u3068\u79fb\u308b<\/b>\u300d<\/p>\n    <p>\u300c\u4e8b\u5b9f\u306e\u5fe0\u5b9f\u6027\u304c\u6c7a\u5b9a\u7684\u306b\u306a\u308b\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3055\u308c\u305f\u30da\u30fc\u30b8\u306e\u8868\u73fe\u306f\u3001\u5143\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u4fdd\u5b58\u3067\u304d\u3066\u3044\u308b\u304b\u300d<\/p>\n    <p>\u306a\u304a\u540c\u793e\u306f2026\u5e742\u6708\u3001<b>\u300cGEO\u300d\u3068\u3044\u3046\u8a9e\u3092\u516c\u5f0f\u306b\u63a1\u7528<\/b>\u3057\u3001\u300cAI\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u4e16\u754c\u3067\u306f\u3001\u53ef\u8996\u6027\u306f\u3082\u306f\u3084\u9806\u4f4d\u3084\u30af\u30ea\u30c3\u30af\u3060\u3051\u3067\u5b9a\u7fa9\u3055\u308c\u306a\u3044\u300d\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n    <cite>Bing Blogs\u300cEvolving role of the index: From ranking pages to supporting answers\u300d\uff082026-05-06\uff09\u3001\u540c\u300cElevating the Role of Grounding on the AI Web\u300d\uff082026-02-12\uff09<\/cite>\n  <\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<h3>\u3053\u306e\u77db\u76fe\u3092\u3001\u3069\u3046\u6271\u3046\u304b<\/h3>\n<p>\u5b9f\u52d9\u7684\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u6574\u7406\u3059\u308b\u306e\u304c\u59a5\u5f53\u3060\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n<ol>\n<li><b>\u300cLLM\u7528\u306b\u5225\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30da\u30fc\u30b8\u3092\u4f5c\u308b\u300d\u306f\u4e0d\u8981<\/b>\u2014\u2014\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3001\u30b9\u30b1\u30fc\u30eb\u305b\u305a\u3001Google\u304c\u660e\u78ba\u306b\u5426\u5b9a\u3057\u3066\u3044\u307e\u3059<\/li>\n<li><b>\u300c1\u898b\u51fa\u30571\u30c8\u30d4\u30c3\u30af\u3001\u898b\u51fa\u3057\u306e\u76f4\u5f8c\u306b\u7d50\u8ad6\u3001\u81ea\u5df1\u5b8c\u7d50\u3057\u305f\u6bb5\u843d\u300d\u3068\u3044\u3046\u66f8\u304d\u65b9\u306f\u63a1\u308b<\/b>\u2014\u2014\u3053\u308c\u306f\u4eba\u9593\u306b\u3068\u3063\u3066\u3082\u826f\u3044\u6280\u8853\u6587\u66f8\u306e\u66f8\u304d\u65b9\u3068\u4e00\u81f4\u3057\u3001Bing\u306e\u65b9\u91dd\u3068\u3082\u6574\u5408\u3057\u307e\u3059<\/li>\n<li><b>\u305f\u3060\u3057\u3001\u305d\u308c\u3092\u300cAI\u6700\u9069\u5316\u300d\u3068\u3057\u3066\u58f2\u3089\u306a\u3044<\/b>\u2014\u2014\u300c\u6280\u8853\u6587\u66f8\u306e\u54c1\u8cea\u57fa\u6e96\u300d\u3068\u3057\u3066\u63d0\u4f9b\u3059\u308b\u65b9\u304c\u3001\u9577\u671f\u7684\u306b\u7834\u7dbb\u3057\u307e\u305b\u3093<\/li>\n<\/ol>\n<p>\u306a\u304a\u3001\u5bfe\u7167\u5b9f\u9a13\uff08\u56f317\uff09\u3068\u30c1\u30e3\u30f3\u30af\u5316\u63a8\u9032\u6d3e\u306e\u4e3b\u5f35\u306f\u3001<mark>\u6e2c\u3063\u3066\u3044\u308b\u6bb5\u968e\u304c\u9055\u3046\u305f\u3081\u5fc5\u305a\u3057\u3082\u77db\u76fe\u3057\u3066\u3044\u307e\u305b\u3093<\/mark>\u3002\u30c1\u30e3\u30f3\u30af\u69cb\u9020\u306f\u300c\u5019\u88dc\u3068\u3057\u3066\u62fe\u308f\u308c\u308b\u304b\uff08retrieval\uff09\u300d\u306b\u52b9\u304d\u3001\u5f15\u7528\u306e\u52dd\u6557\u306f\u300c\u4e2d\u8eab\uff08\u4ed5\u69d8\u30fb\u4fa1\u683c\u30fb\u65e5\u4ed8\u30fb\u6839\u62e0\uff09\u300d\u3067\u6c7a\u307e\u308b\u2014\u2014\u3068\u3044\u3046\u89e3\u91c8\u304c\u4e21\u8005\u3092\u6574\u5408\u3055\u305b\u307e\u3059\u3002\u305f\u3060\u3057\u3053\u308c\u306f\u672c\u30ec\u30dd\u30fc\u30c8\u306e\u4eee\u8aac\u3067\u3042\u308a\u3001\u5358\u4e00\u306e\u7814\u7a76\u3067\u691c\u8a3c\u3055\u308c\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n<\/section>\n\n<section id=\"ch8\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 08<\/span>\n  <h2>\u8a08\u6e2c\u2014\u20142026\u5e74\u306b\u3001\u521d\u3081\u3066\u6a19\u6e96\u304c\u3067\u304d\u305f<\/h2>\n  <p class=\"dek\">GEO\u306e\u8a08\u6e2c\u306f\u9577\u304f\u300c\u5404\u793e\u30d0\u30e9\u30d0\u30e9\u300d\u3067\u3057\u305f\u304c\u30012026\u5e748\u67083\u65e5\u306b\u696d\u754c\u56e3\u4f53\u304c\u5171\u901a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u540c\u6642\u306b\u3001\u5b66\u8853\u5074\u304b\u3089\u306f\u300c\u3044\u307e\u591a\u304f\u306e\u73fe\u5834\u3067\u3084\u3063\u3066\u3044\u308b\u8a08\u6e2c\u306f\u7d71\u8a08\u7684\u306b\u7121\u610f\u5473\u300d\u3068\u3044\u3046\u53b3\u3057\u3044\u7d50\u8ad6\u3082\u51fa\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"wrap prose\">\n<p>\u7c73\u56fd\u306e\u5e83\u544a\u696d\u754c\u56e3\u4f53IAB\u304c\u300cMeasuring Visibility in the AI Era\u300d\u3092\u516c\u958b\u3057\u3001AI\u53ef\u8996\u6027\u306e\u6307\u6a19\u30924\u5c64\u306b\u6574\u7406\u3057\u307e\u3057\u305f\u300220\u3092\u8d85\u3048\u308b\u30d9\u30f3\u30c0\u30fc\u3092\u8abf\u67fb\u3057\u305f\u3046\u3048\u3067\u3001<mark>\u300c\u30e1\u30f3\u30b7\u30e7\u30f3\u306e\u5171\u901a\u5b9a\u7fa9\u3082\u30b7\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u6a19\u6e96\u3082\u5b58\u5728\u3057\u306a\u3044\u300d<\/mark>\u3068\u7d50\u8ad6\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001AI\u53ef\u8996\u6027\u3092\u4f53\u7cfb\u7684\u306b\u8ffd\u8de1\u3057\u3066\u3044\u308b\u4f01\u696d\u306f<b>16%\u306e\u307f<\/b>\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"stats\" style=\"grid-template-columns:repeat(auto-fit,minmax(240px,1fr))\">\n  <div class=\"stat\"><div class=\"v\" style=\"font-size:22px;color:var(--c1)\">Presence<\/div><div class=\"k\"><b>\u5b58\u5728\u3057\u3066\u3044\u308b\u304b<\/b><\/div><div class=\"s\">Mention Rate\uff08\u8a00\u53ca\u7387\uff09\uff0fCitation Rate\uff08\u5f15\u7528\u7387\uff09\uff0fShare of Voice\uff08\u30ab\u30c6\u30b4\u30ea\u5185\u30b7\u30a7\u30a2\uff09\uff0fVisibility Momentum\uff08\u5909\u5316\u7387\uff09<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\" style=\"font-size:22px;color:var(--c3)\">Prominence<\/div><div class=\"k\"><b>\u76ee\u7acb\u3063\u3066\u3044\u308b\u304b<\/b><\/div><div class=\"s\">\u56de\u7b54\u5185\u3067\u306e\u51fa\u73fe\u4f4d\u7f6e\u3068\u3001\u8a18\u8ff0\u306e\u5b9f\u8cea\u6027<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\" style=\"font-size:22px;color:var(--c4)\">Portrayal<\/div><div class=\"k\"><b>\u3069\u3046\u63cf\u304b\u308c\u3066\u3044\u308b\u304b<\/b><\/div><div class=\"s\">\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\uff0f\u6587\u8108\u306e\u67a0\u3065\u3051\uff0f<b>\u5e7b\u899a\u7387<\/b>\uff0f\u4e8b\u5b9f\u8aa4\u8a8d\u7387<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\" style=\"font-size:22px;color:var(--accent)\">Persuasion<\/div><div class=\"k\"><b>\u63a8\u3055\u308c\u3066\u3044\u308b\u304b<\/b><\/div><div class=\"s\">Recommendation Strength\uff08\u53d7\u52d5\u7684\u5f15\u7528\u3067\u306f\u306a\u304f\u80fd\u52d5\u7684\u63a8\u5968\u304b\uff09\uff0f\u5f15\u7528\u5f8c\u306eCTR<\/div><\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<p>\u5b9f\u52d9\u4e0a\u3044\u3061\u3070\u3093\u91cd\u8981\u306a\u306e\u306f\u3001<b>\u5831\u544a\u306e\u54c1\u8cea\u30922\u6bb5\u968e\u306b\u5206\u3051\u305f<\/b>\u70b9\u3067\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"duo\">\n  <div>\n    <span class=\"tag tag-n\" style=\"background:var(--bg2);color:var(--ink2)\">Directional<\/span>\n    <h4>\u50be\u5411\u3092\u63b4\u3080\u305f\u3081\u306e\u8a08\u6e2c<\/h4>\n    <p>\u304a\u304a\u307e\u304b\u306a\u65b9\u5411\u6027\u306e\u628a\u63e1\u306b\u306f\u4f7f\u3048\u308b\u304c\u3001\u4e88\u7b97\u914d\u5206\u3084\u6226\u7565\u6c7a\u5b9a\u306e\u6839\u62e0\u306b\u306f\u3067\u304d\u306a\u3044\u6c34\u6e96\u3002<b>50\u554f\u672a\u6e80\u306f\u300c\u63a2\u7d22\u7684\uff08exploratory\uff09\u300d<\/b>\u3068\u3055\u308c\u3001\u3053\u306e\u4e0b\u306b\u3055\u3089\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div>\n    <span class=\"tag tag-ok\">Decision-grade<\/span>\n    <h4>\u610f\u601d\u6c7a\u5b9a\u306b\u4f7f\u3048\u308b\u8a08\u6e2c<\/h4>\n    <p>\u6b21\u306e\u3059\u3079\u3066\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u6761\u4ef6\u3067\u3059\u3002<\/p>\n    <p>\u2460 4\u3064\u306e\u610f\u56f3\uff08\u60c5\u5831\uff0f\u6bd4\u8f03\uff0f\u63a8\u5968\uff0f\u53d6\u5f15\uff09\u3092\u3059\u3079\u3066\u7db2\u7f85<br>\n    \u2461 <b>\u9031\u6b21\u4ee5\u4e0a<\/b>\u306e\u5b9f\u65bd\u983b\u5ea6<br>\n    \u2462 7\u65e5\u9593\u306e\u5909\u52d5\u5e45\u3068\u4fe1\u983c\u6c34\u6e96\u3092\u63d0\u793a<br>\n    \u2463 \u30a8\u30f3\u30b8\u30f3\u5225\u306b\u7d50\u679c\u3092\u5206\u96e2\u3057\u3066\u51fa\u3059<br>\n    \u2464 <b>\u70b9\u63a8\u5b9a\u3067\u306f\u306a\u304f\u30ec\u30f3\u30b8\u3067\u5831\u544a<\/b>\uff08\u4f8b\u300c\u7d0422%\u3001\u00b14\u30dd\u30a4\u30f3\u30c8\u300d\uff09<br>\n    \u2465 \u30af\u30a8\u30ea\u91cf\u3092\u958b\u793a<\/p>\n  <\/div>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 20<\/span>\u2605 \u540c\u3058\u8cea\u554f\u30921\u56de\u6295\u3052\u305f\u3060\u3051\u306e\u8a08\u6e2c\u306f\u3001\u307b\u307c\u60c5\u5831\u91cf\u304c\u306a\u3044<\/p>\n    <p class=\"fig-note\">\u5927\u5b66\u306e\u7814\u7a76\u30c1\u30fc\u30e0\u306b\u3088\u308b\u8a08\u6e2c\u30024\u30a8\u30f3\u30b8\u30f3\u30fb4\u696d\u7a2e\u30fb45\u301c46\u65e5\u9593\u306e\u65e5\u6b21\u8a08\u6e2c\u306b\u52a0\u3048\u3001\u540c\u65e5\u5185\u3067\u6700\u592710\u56de\u306e\u53cd\u5fa9\u3092\u884c\u3063\u305f\u7d50\u679c\u3067\u3059\u3002\u6570\u5024\u306f\u6a19\u6e96\u8aa4\u5dee\uff08\u5c0f\u3055\u3044\u307b\u3069\u7cbe\u5ea6\u304c\u9ad8\u3044\uff09\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u53cd\u5fa91\u56de<span class=\"bar-sub\">\u591a\u304f\u306e\u73fe\u5834\u306e\u5b9f\u614b<\/span><\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:92.5%\"><\/div><\/div><div class=\"bar-val\">0.370<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">\u53cd\u5fa97\u56de<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20.3%\"><\/div><\/div><div class=\"bar-val\">0.081<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">\u53cd\u5fa98\u56de<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:15.5%\"><\/div><\/div><div class=\"bar-val\">0.062<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\">\u8ad6\u6587\u306f<b>\u300c\u5b9f\u52d9\u8005\u306f\u30d6\u30e9\u30f3\u30c9\u53ef\u8996\u6027\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u30011\u30d7\u30ed\u30f3\u30d7\u30c8\u30fb1\u65e5\u3042\u305f\u308a\u6700\u4f4e7\u56de\u306e\u5b9f\u884c\u3092\u7528\u3044\u308b\u3079\u304d\u300d<\/b>\u3068\u660e\u793a\u7684\u306b\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n  <p class=\"fig-note\">\u80cc\u666f\u306b\u3042\u308b\u306e\u306f\u3001AI\u56de\u7b54\u305d\u306e\u3082\u306e\u306e\u4e0d\u5b89\u5b9a\u3055\u3067\u3059\u3002\u9023\u7d9a\u3059\u308b2\u65e5\u9593\u3067\u30bd\u30fc\u30b9\u306e\u4e00\u81f4\u7387\uff08Jaccard\u4fc2\u6570\uff09\u306f0.336\u301c0.423\u2014\u2014<mark>\u3064\u307e\u308a3\u301c4\u5272\u3057\u304b\u91cd\u306a\u3089\u306a\u3044<\/mark>\u3002\u9806\u4f4d\u307e\u3067\u8003\u616e\u3057\u305f\u4e00\u81f4\u5ea6\uff08RBO\uff09\u306f0.187\u301c0.304\u3067\u3001<b>\u300cAI\u691c\u7d22\u3067\u306e\u9806\u4f4d\u3092\u8ffd\u8de1\u3059\u308b\u300d\u3053\u3068\u306b\u306f\u307b\u307c\u610f\u5473\u304c\u3042\u308a\u307e\u305b\u3093<\/b>\u300224\u6642\u9593\u4ee5\u5185\u306e\u53cd\u5fa9\u3067\u3082\u540c\u7a0b\u5ea6\u306b\u4e0d\u5b89\u5b9a\u306a\u305f\u3081\u3001\u539f\u56e0\u306f\u6642\u9593\u7d4c\u904e\u3067\u306f\u306a\u304f\u78ba\u7387\u7684\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3060\u3068\u7d50\u8ad6\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1a\u30b6\u30f3\u30af\u30c8\u30ac\u30ec\u30f3\u5927\u5b66\u300cDon&#8217;t Measure Once: Measuring Visibility in AI Search (GEO)\u300darXiv:2604.07585\u3002\u30c7\u30fc\u30bf\u53ce\u96c62026-01-24\u301c03-20\uff0f4\u30a8\u30f3\u30b8\u30f3\uff0f2026-04-10\u516c\u958b\u3002\u5b66\u8853\u7814\u7a76\uff08\u72ec\u7acb\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 21<\/span>\u53cd\u5fa9\u56de\u6570\u3092\u4e0a\u3052\u308b\u3068\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u6570\u5b57\u306f\u3053\u3046\u5909\u308f\u308b<\/p>\n    <p class=\"fig-note\">50\u554f\u3092\u8a08\u6e2c\u3057\u3001\u53ef\u8996\u6027\u304c30%\u3068\u51fa\u305f\u30b1\u30fc\u30b9\u306e95%\u4fe1\u983c\u533a\u9593\uff08\u4e8c\u9805\u8fd1\u4f3c\u306b\u3088\u308b\u7c21\u6613\u8a66\u7b97\uff09\u3002\u30d0\u30fc\u306e\u5e45\u304c\u300c\u672c\u5f53\u306e\u5024\u304c\u3042\u308a\u3046\u308b\u7bc4\u56f2\u300d\u3067\u3059\u3002<\/p>\n  <\/div>\n  <div style=\"margin:8px 0 0\">\n    <div style=\"display:grid;grid-template-columns:minmax(120px,24%) 1fr;gap:14px;align-items:center;margin-bottom:18px\">\n      <div class=\"bar-label\" style=\"font-weight:700;color:var(--ink)\">50\u554f \u00d7 1\u56de<\/div>\n      <div style=\"position:relative;height:34px;background:var(--bg2);border-radius:2px\">\n        <div style=\"position:absolute;left:34.6%;width:25.4%;top:0;height:100%;background:var(--accent);opacity:.75;border-radius:2px\"><\/div>\n        <div style=\"position:absolute;left:60%;top:0;height:100%;width:2px;background:var(--ink)\"><\/div>\n        <div style=\"position:absolute;left:34.6%;top:-2px;font-size:11px;font-family:var(--mono);color:var(--accent);transform:translateX(-100%);padding-right:6px;line-height:34px\">17.3%<\/div>\n        <div style=\"position:absolute;left:60%;top:0;font-size:11px;font-family:var(--mono);color:var(--ink);padding-left:8px;line-height:34px\">42.7%<\/div>\n      <\/div>\n    <\/div>\n    <div style=\"display:grid;grid-template-columns:minmax(120px,24%) 1fr;gap:14px;align-items:center\">\n      <div class=\"bar-label\" style=\"font-weight:700;color:var(--ink)\">50\u554f \u00d7 7\u56de<\/div>\n      <div style=\"position:relative;height:34px;background:var(--bg2);border-radius:2px\">\n        <div style=\"position:absolute;left:50.4%;width:19.2%;top:0;height:100%;background:var(--c3);opacity:.8;border-radius:2px\"><\/div>\n        <div style=\"position:absolute;left:60%;top:0;height:100%;width:2px;background:var(--ink)\"><\/div>\n        <div style=\"position:absolute;left:50.4%;top:-2px;font-size:11px;font-family:var(--mono);color:var(--c3);transform:translateX(-100%);padding-right:6px;line-height:34px\">25.2%<\/div>\n        <div style=\"position:absolute;left:69.6%;top:0;font-size:11px;font-family:var(--mono);color:var(--c3);padding-left:8px;line-height:34px\">34.8%<\/div>\n      <\/div>\n    <\/div>\n    <div class=\"ruler\" style=\"grid-template-columns:minmax(120px,24%) 1fr\"><div><\/div><div><span>0%<\/span><span>12.5%<\/span><span>25%<\/span><span>37.5%<\/span><span>50%<\/span><\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\">1\u56de\u8a08\u6e2c\u3067\u306f\u3001\u53ef\u8996\u602730%\u3068\u3044\u3046\u7d50\u679c\u306f\u300c\u672c\u5f53\u306f17%\u304b\u3082\u3057\u308c\u306a\u3044\u305743%\u304b\u3082\u3057\u308c\u306a\u3044\u300d\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002<mark>\u7fcc\u6708\u306b35%\u3078\u300c\u6539\u5584\u300d\u3057\u3066\u3082\u3001\u305d\u308c\u306f\u30ce\u30a4\u30ba\u3068\u533a\u5225\u3067\u304d\u307e\u305b\u3093\u3002<\/mark>7\u56de\u306b\u4e0a\u3052\u308b\u3068\u5e45\u306f\u00b14.8\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u7e2e\u307f\u3001IAB\u304c\u4f8b\u793a\u3059\u308b\u6c34\u6e96\u306b\u5c4a\u304d\u307e\u3059\u3002<\/p>\n  <p class=\"fig-note\">\u5225\u306e\u72ec\u7acb\u691c\u8a3c\u3082\u540c\u3058\u65b9\u5411\u3092\u6307\u3057\u3066\u3044\u307e\u3059\u3002600\u4eba\u30fb2,961\u56de\u306e\u5b9f\u884c\u3067\u306f<b>\u300c\u540c\u4e00\u30d6\u30e9\u30f3\u30c9\u30ea\u30b9\u30c8\u304c\u518d\u73fe\u3059\u308b\u78ba\u7387\u306f100\u56de\u306b1\u56de\u672a\u6e80\u3001\u9806\u4f4d\u307e\u3067\u4e00\u81f4\u3059\u308b\u306e\u306f1,000\u56de\u306b1\u56de\u300d<\/b>\u3002\u307e\u305fChatGPT\u306e\u300cInstant\u30e2\u30fc\u30c9\u300d\u3068\u300cThinking\u30e2\u30fc\u30c9\u300d\u3067\u306f\u30bd\u30fc\u30b9\u306e\u91cd\u8907\u304c\u308f\u305a\u304b25%\u2014\u2014\u4e8b\u5b9f\u4e0a\u3001\u5225\u306e\u30a8\u30f3\u30b8\u30f3\u3068\u3057\u3066\u6271\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1a\u672c\u30ec\u30dd\u30fc\u30c8\u306b\u3088\u308b\u4e8c\u9805\u8fd1\u4f3c\u8a66\u7b97\uff08\u5404\u5b9f\u884c\u304c\u72ec\u7acb\u3068\u3044\u3046\u697d\u89b3\u7684\u4eee\u5b9a\u3002\u5b9f\u969b\u306e\u4fe1\u983c\u533a\u9593\u306f\u3088\u308a\u5e83\u3044\uff09\u3002\u53c2\u7167\uff1aSparkToro\uff082026-01-28\uff09\u3001Forbes\uff082026-08-17\uff09\u3002<\/p>\n<\/figure>\n\n<div class=\"wrap prose\">\n<h3>2026\u5e748\u6708\u6642\u70b9\u3067\u300c\u6e2c\u308c\u306a\u3044\u3082\u306e\u300d<\/h3>\n<p>\u63d0\u6848\u3084\u793e\u5185\u5831\u544a\u3067\u306f\u3001\u6e2c\u308c\u306a\u3044\u3082\u306e\u3092\u6e2c\u308c\u308b\u304b\u306e\u3088\u3046\u306b\u66f8\u304b\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"tbl-wrap\">\n<table>\n<thead><tr><th style=\"width:34%\">\u6e2c\u308c\u306a\u3044\u3082\u306e<\/th><th>\u7406\u7531<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><b>AI\u8981\u7d04\uff0fAI\u30e2\u30fc\u30c9\u304b\u3089\u306e\u30af\u30ea\u30c3\u30af\u6570<\/b><\/td><td>Search Console\u306e\u751f\u6210AI\u30ec\u30dd\u30fc\u30c8\uff082026\u5e746\u6708\u63d0\u4f9b\u958b\u59cb\uff09\u306f<b>\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u306e\u307f<\/b>\u3002\u30af\u30ea\u30c3\u30af\u30fbCTR\u30fb\u5e73\u5747\u9806\u4f4d\u30fb\u30af\u30a8\u30ea\u306e\u3044\u305a\u308c\u3082\u63d0\u4f9b\u3055\u308c\u307e\u305b\u3093\u3002<\/td><\/tr>\n<tr><td><b>AI Overviews\u3068AI\u30e2\u30fc\u30c9\u306e\u5207\u308a\u5206\u3051<\/b><\/td><td>\u63d0\u4f9b\u5143\u304c\u516c\u5f0f\u306b\u300c\u4e21\u8005\u3092\u7d71\u5408\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u969b\u306b\u5165\u529b\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8<\/b><\/td><td>Search Console\u306f\u30af\u30a8\u30ea\u975e\u958b\u793a\u3002Bing\u306f\u300cgrounding query\u300d\uff08AI\u304c\u5185\u90e8\u3067\u4f7f\u3046\u691c\u7d22\u30d5\u30ec\u30fc\u30ba\uff09\u306e\u307f\u3067\u3001\u5143\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u975e\u958b\u793a\u3002OpenAI\u30fbAnthropic\u306f\u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u30fc\u5411\u3051\u5206\u6790\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/td><\/tr>\n<tr><td><b>\u672c\u5f53\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0<\/b><\/td><td>\u5168\u30d9\u30f3\u30c0\u30fc\u304c\u30d6\u30e9\u30a6\u30b6\u62e1\u5f35\u306a\u3069\u306e\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u30d1\u30cd\u30eb\u304b\u3089\u306e\u5916\u633f\u3067\u3059\u3002\u5b9f\u6e2c\u5024\u306f\u5b58\u5728\u3057\u307e\u305b\u3093\u3002\u300c\u7cbe\u5bc6\u306b\u898b\u3048\u308b\u304c\u6226\u7565\u7684\u306b\u8aa4\u308a\u3084\u3059\u3044\u64ec\u4f3c\u7cbe\u5ea6\u300d\u3068\u3044\u3046\u6279\u5224\u304c\u3042\u308a\u307e\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u56de\u7b54<\/b><\/td><td>2026\u5e745\u6708\u306eChatGPT\u30e1\u30e2\u30ea\u6a5f\u80fd\u62e1\u5f35\u4ee5\u964d\u3001\u904e\u53bb\u30c1\u30e3\u30c3\u30c8\u30fb\u4fdd\u5b58\u30e1\u30e2\u30ea\u30fb\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u6587\u8108\u3092\u5f15\u304f\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5916\u90e8\u304b\u3089\u6e2c\u308c\u308b\u306e\u306f<b>\u300c\u65b0\u898f\u30e6\u30fc\u30b6\u30fc\u3068\u3057\u3066\u306e\u53ef\u8996\u6027\u300d\u3060\u3051<\/b>\u3067\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u30a2\u30d7\u30ea\u7d4c\u7531\u306e\u6d41\u5165\u306e\u5927\u534a<\/b><\/td><td>\u30ea\u30d5\u30a1\u30e9\u306e\u4f1d\u9054\u7387\u306fChatGPT\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea6%\u3001iOS 8%\u3001Android 11%\u3002\u3042\u308b\u8abf\u67fb\u3067\u306f<mark>\u300c\u76f4\u63a5\u6d41\u5165\uff08Direct\uff09\u306e\u4e2d\u592e\u502434%\u304c\u3001\u5b9f\u969b\u306b\u306fAI\u7d4c\u7531\u300d<\/mark>\u3068\u63a8\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td><\/tr>\n<tr><td><b>\u5f15\u7528\u2192\u58f2\u4e0a\u306e\u56e0\u679c<\/b><\/td><td>\u5b66\u8853\u30b5\u30fc\u30d9\u30a4\u306f\u300c\u5f15\u7528\u30b9\u30b3\u30a2\u304c\u30af\u30ea\u30c3\u30af\uff0fCV\uff0f\u58f2\u4e0a\u3092\u4e88\u6e2c\u3059\u308b\u300d\u3068\u3044\u3046\u4e3b\u5f35\u306e\u8a3c\u62e0\u6c34\u6e96\u3092<b>\u300cVery Low\u300d<\/b>\u3068\u683c\u4ed8\u3051\u3057\u3066\u3044\u307e\u3059\u3002\u76f8\u95a2\u306e\u5831\u544a\u306b\u3068\u3069\u3081\u3001\u56e0\u679c\u3092\u4e3b\u5f35\u3059\u308b\u306a\u3089\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c6\u30b9\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002<\/td><\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n\n<div class=\"note\">\n<b>\u25c6 GA4\u3067\u8a08\u6e2c\u3059\u308b\u5834\u5408\u306e\u6ce8\u610f<\/b>\n2026\u5e745\u6708\u306b\u300cAI Assistants\u300d\u3068\u3044\u3046\u30c7\u30d5\u30a9\u30eb\u30c8\u30c1\u30e3\u30cd\u30eb\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u304c\u3001\u7a74\u304c\u3042\u308a\u307e\u3059\u3002<b>Perplexity\u306f\u5bfe\u8c61\u5916<\/b>\uff08\u901a\u5e38\u306eReferral\u6271\u3044\uff09\u3001<b>AI Overviews\uff0fAI\u30e2\u30fc\u30c9\u306f\u901a\u5e38\u306e\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u691c\u7d22\u306b\u6df7\u5165\u3057\u3066\u533a\u5225\u4e0d\u80fd<\/b>\u3001\u30a2\u30d7\u30ea\u7d4c\u7531\u306fDirect\u306b\u843d\u3061\u308b\u3001\u9061\u53ca\u9069\u7528\u306a\u3057\u3002<br><br>\n\u5b9f\u52d9\u7684\u306b\u306f\u3001\u2460\u30cd\u30a4\u30c6\u30a3\u30d6\u30c1\u30e3\u30cd\u30eb\u3001\u2461Perplexity\u7b49\u3092\u660e\u793a\u8ffd\u52a0\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u30c1\u30e3\u30cd\u30eb\u30b0\u30eb\u30fc\u30d7\u3001\u2462<code>utm_source=chatgpt.com<\/code>\u30d9\u30fc\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\uff08\u30ea\u30d5\u30a1\u30e9\u304c\u843d\u3061\u3066\u3082UTM\u306f\u6b8b\u308b\uff09\u306e3\u7cfb\u7d71\u3092\u4f75\u7528\u3057\u3001<b>\u300c\u5b9f\u6e2cAI\u6d41\u5165\u300d\u3068\u300c\u63a8\u5b9aAI\u6d41\u5165\u300d\u3092\u5206\u3051\u3066\u5831\u544a\u3059\u308b<\/b>\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\n<\/div>\n<\/section>\n\n<section id=\"ch9\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 09<\/span>\n  <h2>\u65e5\u672c\u5e02\u5834\u306f\u3001\u6d77\u5916\u3068\u5225\u7269\u3067\u3042\u308b<\/h2>\n  <p class=\"dek\">\u6d77\u5916\u306eGEO\u8a18\u4e8b\u3092\u305d\u306e\u307e\u307e\u7ffb\u8a33\u3057\u3066\u4f7f\u3046\u3068\u5916\u3057\u307e\u3059\u3002\u5f15\u7528\u3055\u308c\u308b\u30bd\u30fc\u30b9\u306e\u69cb\u9020\u3082\u3001\u666e\u53ca\u30d5\u30a7\u30fc\u30ba\u3082\u3001\u7528\u8a9e\u3059\u3089\u9055\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 22<\/span>\u666e\u53ca\u30d5\u30a7\u30fc\u30ba\u306f\u3001\u4e3b\u8981\u56fd\u304b\u30891\u301c2\u5e74\u9045\u308c\u3066\u3044\u308b<\/p>\n    <p class=\"fig-note\">\u500b\u4eba\u306e\u751f\u6210AI\u5229\u7528\u7d4c\u9a13\u7387\u306e\u56fd\u969b\u6bd4\u8f03\u3002\u65e5\u672c\u306f\u524d\u5e74\u5ea6\u306e26.7%\u304b\u3089\u500d\u5897\u3057\u305f\u3082\u306e\u306e\u3001\u4f9d\u7136\u3068\u3057\u3066\u5dee\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row c2\"><div class=\"bar-label\">\u4e2d\u56fd<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:93.6%\"><\/div><\/div><div class=\"bar-val\">93.6%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">\u7c73\u56fd<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:75.6%\"><\/div><\/div><div class=\"bar-val\">75.6%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">\u30c9\u30a4\u30c4<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:75.6%\"><\/div><\/div><div class=\"bar-val\">75.6%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">\u65e5\u672c<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:58.8%\"><\/div><\/div><div class=\"bar-val\">58.8%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u5e74\u4ee3\u5225\u3067\u306f15\u301c19\u6b73\u304c91.7%\u300160\u301c69\u6b73\u304c33.5%\u3002\u4f01\u696d\u5074\u3067\u306f86.4%\u304c\u4f55\u3089\u304b\u306e\u696d\u52d9\u3067\u751f\u6210AI\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u4e00\u65b9\u3001<b>\u7d0427%\u304c\u300c\u7d44\u7e54\u7684\u306a\u53d6\u308a\u7d44\u307f\u306a\u3057\u300d<\/b>\u3068\u3044\u3046\u72b6\u614b\u3067\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1a\u7dcf\u52d9\u7701\u300e\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300f\uff08\u4ee4\u548c7\u5e74\u5ea6\u8abf\u67fb\uff0f2026-07-24\u516c\u8868\uff09\u3002\u4e00\u6b21\u30fb\u516c\u7684\u8cc7\u6599\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 23<\/span>\u305f\u3060\u3057\u3001\u4f38\u3073\u65b9\u306f\u901f\u3044<\/p>\n    <p class=\"fig-note\">\u300c\u691c\u7d22\u624b\u6bb5\u3068\u3057\u3066\u751f\u6210AI\u3092\u4f7f\u3046\u300d\u4eba\u306e\u5272\u5408\u306e\u63a8\u79fb\uff08n=9,278\uff09\u30029\u304b\u6708\u306715.7\u30dd\u30a4\u30f3\u30c8\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n  <\/div>\n  <div class=\"bars\">\n    <div class=\"bar-row mute\"><div class=\"bar-label\">2025\u5e745\u6708<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:53%\"><\/div><\/div><div class=\"bar-val\">21.3%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">2025\u5e7410\u6708<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:78%\"><\/div><\/div><div class=\"bar-val\">31.1%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">2026\u5e742\u6708<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:92.5%\"><\/div><\/div><div class=\"bar-val\">37.0%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:22px\">\u6ce8\u76ee\u3059\u3079\u304d\u306f\u4e16\u4ee3\u5225\u306e\u4f38\u3073\u3067\u3059\u300220\u4ee3\u304c\u521d\u3081\u3066\u904e\u534a\u6570\u3092\u8d85\u3048\u305f\u4e00\u65b9\u3001\u4f38\u3073\u5e45\u3067\u898b\u308b\u3068<mark><b>50\u4ee3\u304c+7.7pt\u300140\u4ee3\u304c+6.7pt<\/b>\u3068\u3001\u30df\u30c9\u30eb\u5c64\u304c\u6700\u3082\u901f\u304f\u4f38\u3073\u3066\u3044\u307e\u3059<\/mark>\u3002BtoB\u306e\u6c7a\u88c1\u8005\u5c64\u304c\u52d5\u304d\u59cb\u3081\u3066\u3044\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u300cAI\u691c\u7d22\u306fBtoB\u306b\u306f\u95a2\u4fc2\u306a\u3044\u300d\u3068\u3044\u3046\u53cd\u8ad6\u3078\u306e\u76f4\u63a5\u7684\u306a\u56de\u7b54\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1a\u56fd\u5185\u5e83\u544a\u4f1a\u793e\u306eGEO\u7814\u7a76\u7d44\u7e54\uff08\u8abf\u67fb\u5b9f\u65bd\uff1a\u30de\u30af\u30ed\u30df\u30eb\u3001n=9,278\u3001\u5168\u56fd10\u301c60\u4ee3\uff09\u3002\u8a08\u6e2c2026\u5e742\u67086\u301c7\u65e5\uff0f2026-03-05\u516c\u8868\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/p>\n<\/figure>\n\n<figure class=\"fig\">\n  <div class=\"fig-head\">\n    <p class=\"fig-title\"><span class=\"fig-num\">\u56f3 24<\/span>\u2605 \u65e5\u672c\u3068\u7c73\u56fd\u3067\u306f\u3001AI\u304c\u5f15\u7528\u3059\u308b\u30bd\u30fc\u30b9\u306e\u9854\u3076\u308c\u304c\u9055\u3046<\/p>\n    <p class=\"fig-note\">\u4e0a\u6bb5\u304c\u65e5\u672c\uff08\u5168AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5408\u7b97\u30fb2026\u5e744\u6708\u6642\u70b9\uff09\u3001\u4e0b\u6bb5\u304c\u7c73\u56fd\uff08AI Overviews\u30fb300\u4e07\u4ef6\u8d85\u306e\u30af\u30a8\u30ea\uff09\u3002<\/p>\n  <\/div>\n  <h4 style=\"margin:0 0 14px;font-size:13px;letter-spacing:.08em;color:var(--ink2)\">\u25a0 \u65e5\u672c<\/h4>\n  <div class=\"bars\">\n    <div class=\"bar-row hl\"><div class=\"bar-label\">YouTube<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:100%\"><\/div><\/div><div class=\"bar-val\">35.2%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">Wikipedia\uff08\u65e5\u672c\u8a9e\u7248\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:29.5%\"><\/div><\/div><div class=\"bar-val\">10.4%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">google.com<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:27.3%\"><\/div><\/div><div class=\"bar-val\">9.6%<\/div><\/div>\n    <div class=\"bar-row c5\"><div class=\"bar-label\">Instagram<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:23.6%\"><\/div><\/div><div class=\"bar-val\">8.3%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">note<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:11.6%\"><\/div><\/div><div class=\"bar-val\">4.1%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Amazon\uff08\u65e5\u672c\uff09<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:10.8%\"><\/div><\/div><div class=\"bar-val\">3.8%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">\u30a2\u30e1\u30d6\u30ed<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:5.4%\"><\/div><\/div><div class=\"bar-val\">1.9%<\/div><\/div>\n    <div class=\"bar-row c3\"><div class=\"bar-label\">PR TIMES<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:2.8%\"><\/div><\/div><div class=\"bar-val\">1.0%<\/div><\/div>\n  <\/div>\n  <h4 style=\"margin:34px 0 14px;font-size:13px;letter-spacing:.08em;color:var(--ink2)\">\u25a0 \u7c73\u56fd<\/h4>\n  <div class=\"bars\">\n    <div class=\"bar-row\"><div class=\"bar-label\">YouTube<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:60%\"><\/div><\/div><div class=\"bar-val\">21.1%<\/div><\/div>\n    <div class=\"bar-row hl\"><div class=\"bar-label\">Reddit<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:52.6%\"><\/div><\/div><div class=\"bar-val\">18.5%<\/div><\/div>\n    <div class=\"bar-row c5\"><div class=\"bar-label\">Facebook<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:30.4%\"><\/div><\/div><div class=\"bar-val\">10.7%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">google.com<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:20.2%\"><\/div><\/div><div class=\"bar-val\">7.1%<\/div><\/div>\n    <div class=\"bar-row c5\"><div class=\"bar-label\">Instagram<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:16.5%\"><\/div><\/div><div class=\"bar-val\">5.8%<\/div><\/div>\n    <div class=\"bar-row c4\"><div class=\"bar-label\">Quora<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:14.2%\"><\/div><\/div><div class=\"bar-val\">5.0%<\/div><\/div>\n    <div class=\"bar-row\"><div class=\"bar-label\">Wikipedia<\/div><div class=\"bar-track\"><div class=\"bar-fill\" style=\"--w:13.6%\"><\/div><\/div><div class=\"bar-val\">4.8%<\/div><\/div>\n  <\/div>\n  <p class=\"fig-note\" style=\"margin-top:24px\"><mark>\u7c73\u56fd\u306e\u5b9a\u77f3\u300cReddit\u3092\u653b\u3081\u308d\u300d\u306f\u3001\u65e5\u672c\u3067\u306f\u305d\u306e\u307e\u307e\u3067\u306f\u6a5f\u80fd\u3057\u307e\u305b\u3093\u3002<\/mark>\u65e5\u672c\u3067\u306f\u305d\u306e\u5f79\u5272\u3092Yahoo!\u77e5\u6075\u888b\u30fbnote\u30fb\u30a2\u30e1\u30d6\u30ed\u30fb\u6bd4\u8f03\u30e1\u30c7\u30a3\u30a2\u304c\u5206\u62c5\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305fYouTube\u306e\u30b7\u30a7\u30a2\u306f\u65e5\u672c\u304c\u7c73\u56fd\u306e\u7d041.7\u500d\u3002PR TIMES\u304c\u5e38\u6642\u4e0a\u4f4d\u306b\u5165\u308b\u306e\u3082\u65e5\u672c\u56fa\u6709\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n  <p class=\"fig-note\">2026\u5e746\u6708\u7248\u3067\u306f\u9806\u4f4d\u304c\u5927\u304d\u304f\u52d5\u304d\u3001<b>note\u304c2\u4f4d\u306b\u6025\u4e0a\u6607\u3001Yahoo!\u77e5\u6075\u888b\u304c\u65b0\u898f5\u4f4d\u3001Reddit\u304c\u65b0\u898f7\u4f4d\u3001\u6bd4\u8f03\u30e1\u30c7\u30a3\u30a2\u3068\u697d\u5929\u304c\u65b0\u898f\u30e9\u30f3\u30af\u30a4\u30f3<\/b>\u3057\u3066\u3044\u307e\u3059\u3002<b>Reddit\u304c\u65e5\u672c\u8a9e\u3067\u3082\u5165\u308a\u59cb\u3081\u305f<\/b>\u70b9\u306f\u3001\u82f1\u8a9e\u30bd\u30fc\u30b9\u304c\u65e5\u672c\u8a9e\u56de\u7b54\u306b\u6d41\u308c\u8fbc\u3080\u69cb\u9020\u3092\u793a\u5506\u3057\u307e\u3059\u3002<\/p>\n  <p class=\"fig-src\">\u51fa\u5178\uff1aAhrefs Brand Radar \u65e5\u672c\u7248\uff08\u96c6\u8a082025\u5e7412\u6708\u301c2026\u5e743\u6708\uff0f2026-04-01\u516c\u8868\uff09\u304a\u3088\u3073\u540c2026\u5e746\u6708\u7248\u3001Ahrefs \u7c73\u56fdAI Overviews\u8abf\u67fb\uff08300\u4e07\u4ef6\u8d85\u30af\u30a8\u30ea\uff0f2026-06-01\u516c\u8868\u30fb2026-07-21\u66f4\u65b0\uff09\u3002\u4e00\u6b21\u8abf\u67fb\uff08\u30c4\u30fc\u30eb\u30d9\u30f3\u30c0\u30fc\uff09\u3002<\/p>\n<\/figure>\n\n<div class=\"tbl-wrap\">\n<table>\n<thead><tr><th>AI\u30a8\u30f3\u30b8\u30f3<\/th><th>\u65e5\u672c\u8a9e\u3067\u306e\u5f15\u7528\u5143 1\u4f4d<\/th><th>2\u4f4d<\/th><th>3\u4f4d<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><b>ChatGPT<\/b><\/td><td>Reddit<\/td><td><b>\u82f1\u8a9e\u7248<\/b>Wikipedia<\/td><td>\u30a2\u30e1\u30d6\u30ed<\/td><\/tr>\n<tr><td><b>Google AI\u30e2\u30fc\u30c9<\/b><\/td><td>YouTube<\/td><td>google.com<\/td><td>\u65e5\u672c\u8a9e\u7248Wikipedia<\/td><\/tr>\n<tr><td><b>Microsoft Copilot<\/b><\/td><td>\u65e5\u672c\u8a9e\u7248Wikipedia<\/td><td>bing.com<\/td><td>note<\/td><\/tr>\n<tr><td><b>Perplexity<\/b><\/td><td><b>Yahoo!\u77e5\u6075\u888b<\/b>\uff08\u4ed6\u793e\u306e2\u301c5\u500d\uff09<\/td><td>YouTube<\/td><td>\u65e5\u672c\u8a9e\u7248Wikipedia<\/td><\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n\n<div class=\"wrap prose\">\n<p style=\"margin-top:24px\">\u3053\u306e\u8868\u304c\u793a\u3059\u306e\u306f\u3001<mark><b>\u300cAI\u691c\u7d22\u5bfe\u7b56\u300d\u3092\u4e00\u672c\u5316\u3057\u3066\u8a9e\u308c\u306a\u3044<\/b><\/mark>\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002ChatGPT\u306f\u65e5\u672c\u8a9e\u30af\u30a8\u30ea\u3067\u3082\u82f1\u8a9e\u7248Wikipedia\u3092\u53c2\u7167\u3057\u3001Perplexity\u306f\u5727\u5012\u7684\u306bYahoo!\u77e5\u6075\u888b\u3092\u5f15\u304d\u307e\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u9867\u5ba2\u304c\u3069\u306e\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u304b\u3089\u9006\u7b97\u3057\u306a\u3044\u9650\u308a\u3001\u65bd\u7b56\u306f\u7a7a\u632f\u308a\u3057\u307e\u3059\u3002<\/p>\n\n<h3>\u65e5\u672c\u306eBtoB\u3067\u3001\u3044\u307e\u62bc\u3055\u3048\u308b\u3079\u304d\u6570\u5b57<\/h3>\n<\/div>\n\n<div class=\"stats\">\n  <div class=\"stat\"><div class=\"v acc\">75.0%<\/div><div class=\"k\">BtoB\u306e\u767a\u6ce8\u5148\u9078\u5b9a\u3067AI\u691c\u7d22\u3092\u5229\u7528<\/div><div class=\"s\">n=196\uff08IT\u30fb\u901a\u4fe119.9%\uff0f\u88fd\u9020\u696d18.9%\uff0f\u6c7a\u88c1\u800518.9%\uff09\uff0f2026\u5e745\u301c6\u6708\u8abf\u67fb<\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">82.3%<\/div><div class=\"k\">AI\u691c\u7d22\u3067\u300c\u77e5\u3089\u306a\u304b\u3063\u305f\u4f01\u696d\u300d\u3092\u767a\u898b\u3057\u305f<\/div><div class=\"s\">\u3046\u306121.1%\u304c\u5b9f\u969b\u306b\u767a\u6ce8\u306b\u81f3\u3063\u305f<\/div><\/div>\n  <div class=\"stat\"><div class=\"v acc\">98.0%<\/div><div class=\"k\">AI\u691c\u7d22\u306e\u7d50\u679c\u3092\u5fc5\u305a\u88cf\u53d6\u308a\u3059\u308b<\/div><div class=\"s\">\u6700\u591a\u306e\u78ba\u8a8d\u5148\u306f<b>\u516c\u5f0f\u30b5\u30a4\u30c8\uff0870.7%\uff09<\/b><\/div><\/div>\n  <div class=\"stat\"><div class=\"v\">\u7d0465%<\/div><div class=\"k\">BtoB\u696d\u52d9\u306e\u60c5\u5831\u53ce\u96c6\u3067AI\u691c\u7d22\u3092\u5229\u7528<\/div><div class=\"s\">n=7,700\uff0f196\u30b5\u30a4\u30c8\uff0f13\u696d\u7a2e\u3002\u56fd\u5185BtoB\u8abf\u67fb\u3067\u6700\u5927\u7d1a\u306e\u30b5\u30f3\u30d7\u30eb<\/div><\/div>\n<\/div>\n\n<div class=\"wrap prose\">\n<p><b>\u300c98%\u304c\u88cf\u53d6\u308a\u3057\u3001\u305d\u306e7\u5272\u304c\u516c\u5f0f\u30b5\u30a4\u30c8\u3092\u898b\u308b\u300d<\/b>\u2014\u2014\u3053\u306e\u6570\u5b57\u306f\u3001AI\u691c\u7d22\u5bfe\u7b56\u306b\u304a\u3051\u308b\u516c\u5f0f\u30b5\u30a4\u30c8\u6574\u5099\u306e\u4f4d\u7f6e\u3065\u3051\u3092\u660e\u5feb\u306b\u3057\u307e\u3059\u3002<mark>AI\u691c\u7d22\u306f\u300c\u767a\u898b\u300d\u306e\u5165\u53e3\u3067\u3042\u308a\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306f\u300c\u691c\u8a3c\u300d\u306e\u5834\u3067\u3042\u308b<\/mark>\u3068\u3044\u3046\u4e8c\u6bb5\u69cb\u3048\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u6b20\u3051\u3066\u3082\u6210\u7d04\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002<\/p>\n\n<h3>\u56fd\u5185\u306eAI\u6d41\u5165\u306f\u3001\u307e\u30600.161%<\/h3>\n<p>68\u793e167\u30b5\u30a4\u30c8\u306eGA4\u5b9f\u30c7\u30fc\u30bf\uff08\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u306f\u306a\u304f\u5b9f\u6e2c\u30ed\u30b0\uff09\u306b\u3088\u308b\u8abf\u67fb\u3067\u306f\u3001\u751f\u6210AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u5168\u6d41\u5165\u306e<b>0.024%\uff082025\u5e741\u6708\uff09\u2192 0.161%\uff082026\u5e746\u6708\uff09<\/b>\u3068\u30011\u5e74\u534a\u3067\u7d046.7\u500d\u3002\u305f\u3060\u3057\u7d76\u5bfe\u91cf\u3068\u3057\u3066\u306f\u4f9d\u71360.2%\u672a\u6e80\u3067\u3059\u3002<\/p>\n<p>\u696d\u7a2e\u5225\u3067\u306f<b>BtoB\u30fb\u4f01\u696d\u30b5\u30a4\u30c8\u304c0.51%\u3067\u6700\u9ad8<\/b>\uff08\u6559\u80b20.21%\uff0f\u533b\u76420.19%\uff0f\u30d5\u30a3\u30c3\u30c8\u30cd\u30b90.05%\uff09\u3002\u6d41\u5165\u5143\u306e\u5185\u8a33\u306f<b>ChatGPT 76.2%\uff0fPerplexity 11.6%\uff0fGemini 6.1%\uff0fCopilot 3.8%<\/b>\u3067\u3057\u305f\u3002<\/p>\n<p>\u3053\u3053\u3067\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001<mark>Perplexity\u304c\u30b5\u30a4\u30c8\u9001\u5ba2\u3067\u306f2\u4f4d\uff0811.6%\uff09\u3092\u5360\u3081\u3066\u3044\u308b<\/mark>\u3053\u3068\u3067\u3059\u3002\u65e5\u672c\u306eAI\u691c\u7d22\u5229\u7528\u30b7\u30a7\u30a2\u3067\u306fChatGPT\u304c6\u5272\u524d\u5f8c\u3092\u5360\u3081\u3001Perplexity\u306e\u5229\u7528\u8005\u306f\u305a\u3063\u3068\u5c11\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u9001\u5ba2\u8ca2\u732e\u3067\u306f\u7a81\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u56fd\u5185\u3067\u306f\u901a\u4fe1\u30ad\u30e3\u30ea\u30a2\u3068\u306e\u63d0\u643a\u306b\u3088\u308a\u6709\u6599\u7248\u304c\u5e83\u304f\u7121\u6599\u914d\u5e03\u3055\u308c\u305f\u3068\u3044\u3046\u4ed6\u56fd\u306b\u306a\u3044\u4e8b\u60c5\u3082\u3042\u308a\u3001<b>\u65e5\u672c\u3067\u306fPerplexity\u5bfe\u7b56\u306e\u512a\u5148\u5ea6\u304c\u76f8\u5bfe\u7684\u306b\u9ad8\u3044<\/b>\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n<h3>\u7528\u8a9e\u306f\u4e8c\u5c64\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u308b<\/h3>\n<p>\u691c\u7d22\u30dc\u30ea\u30e5\u30fc\u30e0\u3067\u306f\u300cLLMO\u300d\u300cAIO\u300d\u304c\u540412,100\u3001\u300cGEO\u300d\u304c\u305d\u308c\u4ee5\u4e0b\u3001\u300cAEO\u300d\u304c720\u3002\u4e00\u65b9\u3067\u3001\u5927\u624b\u5e83\u544a\u4f1a\u793e\u3084\u30c4\u30fc\u30eb\u30d9\u30f3\u30c0\u30fc\u306e<b>\u5546\u54c1\u540d\u306b\u306f\u300cGEO\u300d\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u308b<\/b>\u4f8b\u304c\u76ee\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a<mark>\u300c\u4e8b\u696d\u4f1a\u793e\u306e\u62c5\u5f53\u8005\u306fLLMO\u3067\u691c\u7d22\u3057\u3001\u5927\u624b\u306fGEO\u3068\u3044\u3046\u540d\u524d\u3067\u58f2\u3063\u3066\u3044\u308b\u300d<\/mark>\u3068\u3044\u3046\u4e8c\u5c64\u69cb\u9020\u3067\u3059\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u308b\u5074\u3068\u3057\u3066\u306f\u3001\u4e21\u65b9\u3092\u4f75\u8a18\u3057\u3066\u304a\u304f\u306e\u304c\u5408\u7406\u7684\u3067\u3059\u3002\u306a\u304a\u82f1\u8a9e\u570f\u3067\u306f\u300cLLMO\u300d\u306f\u307b\u307c\u901a\u3058\u307e\u305b\u3093\u3002<\/p>\n\n<h3>\u65e5\u672c\u8a9e\u3067\u6e2c\u3089\u306a\u3044\u3068\u3001\u56fd\u5185\u30d6\u30e9\u30f3\u30c9\u3092\u904e\u5c0f\u8a55\u4fa1\u3059\u308b<\/h3>\n<p>66\u30d6\u30e9\u30f3\u30c9\u00d712\u8a00\u8a9e\u00d73\u3064\u306eLLM\u3001\u8a0835,640\u56de\u7b54\u3092\u5206\u6790\u3057\u305f\u7814\u7a76\u3067\u306f\u3001<b>\u300ctier-flip\u52b9\u679c\u300d<\/b>\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8cea\u554f\u3092\u82f1\u8a9e\u304b\u3089\u5f53\u8a72\u30d6\u30e9\u30f3\u30c9\u306e\u6bcd\u56fd\u8a9e\u306b\u5207\u308a\u66ff\u3048\u308b\u3068\u3001<mark>\u30ed\u30fc\u30ab\u30eb\u6709\u529b\u30d6\u30e9\u30f3\u30c9\u306e\u63a8\u5968\u30b7\u30a7\u30a2\u304c+0.80\u4e0a\u6607\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001\u591a\u56fd\u7c4d\u4f01\u696d\u306f+0.15\u3057\u304b\u4e0a\u304c\u308a\u307e\u305b\u3093<\/mark>\u3002<\/p>\n<p>\u5b9f\u52d9\u7684\u306b\u306f\u3001<b>\u65e5\u672c\u8a9e\u3068\u82f1\u8a9e\u306f\u5225\u30bb\u30b0\u30e1\u30f3\u30c8\u3068\u3057\u3066\u5206\u96e2\u5831\u544a\u3059\u3079\u304d\u3067\u3042\u308a\u3001\u5408\u7b97\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/b>\u82f1\u8a9e\u3060\u3051\u3067\u76e3\u67fb\u3059\u308b\u3068\u3001\u56fd\u5185\u30d6\u30e9\u30f3\u30c9\u306e\u5b9f\u529b\u3092\u4f53\u7cfb\u7684\u306b\u4f4e\u304f\u898b\u7a4d\u3082\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n<\/section>\n\n<section id=\"ch10\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 10<\/span>\n  <h2>\u5b9f\u52d9\u3078\u306e\u843d\u3068\u3057\u8fbc\u307f<\/h2>\n  <p class=\"dek\">\u3053\u3053\u307e\u3067\u306e\u5168\u30c7\u30fc\u30bf\u3092\u3001\u8a3c\u62e0\u306e\u5f37\u3055\u00d7\u5b9f\u88c5\u30b3\u30b9\u30c8\u00d7\u5178\u578b\u7684\u306a\u6b20\u9665\u306e\u5927\u304d\u3055\u3067\u4e26\u3079\u66ff\u3048\u305f\u3082\u306e\u3067\u3059\u3002\u4e0a\u304b\u3089\u9806\u306b\u7740\u624b\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"tbl-wrap\">\n<table>\n<thead><tr><th style=\"width:52px\">\u512a\u5148<\/th><th style=\"width:26%\">\u3084\u308b\u3053\u3068<\/th><th>\u7406\u7531\u3068\u6839\u62e0<\/th><\/tr><\/thead>\n<tbody>\n<tr>\n  <td><span class=\"pill p-ng\">S<\/span><\/td>\n  <td><b>AI\u30af\u30ed\u30fc\u30e9\u30fc\u306e\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u5b9f\u30ed\u30b0\u3067\u76e3\u67fb\u3059\u308b<\/b><\/td>\n  <td>WAF\u30fb\u30dc\u30c3\u30c8\u5bfe\u7b56\u30fbCDN\u3067\u610f\u56f3\u305b\u305a\u906e\u65ad\u3057\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3002\u3068\u304f\u306b<b>OAI-SearchBot\u3092\u30d6\u30ed\u30c3\u30af\u3059\u308b\u3068ChatGPT\u306e\u56de\u7b54\u304b\u3089\u6d88\u3048\u307e\u3059<\/b>\u3002\u30b5\u30a4\u30c8\u306e73%\u304c\u4f55\u3089\u304b\u306e\u30d6\u30ed\u30c3\u30af\u3092\u304b\u3051\u3066\u3044\u308b\u3068\u3044\u3046\u8abf\u67fb\u304c\u3042\u308a\u3001<mark>\u3053\u308c\u4e00\u3064\u3067\u4ed6\u306e\u3059\u3079\u3066\u306e\u65bd\u7b56\u304c\u7121\u52b9\u5316\u3055\u308c\u307e\u3059<\/mark>\u3002\u30b3\u30b9\u30c8\u306f\u307b\u307c\u30bc\u30ed\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-ng\">S<\/span><\/td>\n  <td><b>\u4ed5\u69d8\u30fb\u4fa1\u683c\u30fb\u65e5\u4ed8\u3092HTML\u30c6\u30ad\u30b9\u30c8\u3067\u516c\u958b\u3059\u308b<\/b><\/td>\n  <td>\u5bfe\u7167\u5b9f\u9a13\u3067\u30aa\u30c3\u30ba\u6bd4 &gt;10,000\u3002\u4ed5\u69d8\u306e\u6b20\u843d\u306f8.63\u301c243\u306e\u4e0d\u5229\u3002<b>PDF\u30ab\u30bf\u30ed\u30b0\u3084\u753b\u50cf\u306b\u9589\u3058\u8fbc\u3081\u3089\u308c\u305f\u4ed5\u69d8\u8868\u306f\u3001AI\u306b\u3068\u3063\u3066\u5b58\u5728\u3057\u306a\u3044\u306e\u3068\u540c\u3058<\/b>\u3067\u3059\u3002\u578b\u756a\u30fb\u5bf8\u6cd5\u30fb\u6750\u8cea\u30fb\u8a31\u5bb9\u5dee\u30fb\u8010\u71b1\uff0f\u8010\u5727\u30fb\u9069\u5408\u898f\u683c\u30fb\u6a19\u6e96\u7d0d\u671f\u30fb\u4fa1\u683c\u5e2f\u3092\u3001\u30c6\u30ad\u30b9\u30c8\u306eHTML\u30c6\u30fc\u30d6\u30eb\u3067\u3002\u672c\u30ec\u30dd\u30fc\u30c8\u5168\u4f53\u3067\u6700\u3082\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u9ad8\u3044\u65bd\u7b56\u3067\u3059\u3002\uff08\u56f317\uff09<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-ng\">S<\/span><\/td>\n  <td><b>\u30b5\u30fc\u30d0\u30fc\u30b5\u30a4\u30c9\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\uff0fnoscript\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af<\/b><\/td>\n  <td>\u4e3b\u8981AI\u30af\u30ed\u30fc\u30e9\u30fc\u306fJavaScript\u3092\u5b9f\u884c\u3057\u307e\u305b\u3093\u3002JS\u99c6\u52d5\u306e\u88fd\u54c1\u691c\u7d22\u30fb\u30b9\u30da\u30c3\u30af\u7d5e\u308a\u8fbc\u307f\u30fb\u30bf\u30d6\u5207\u308a\u66ff\u3048\u306e\u4e2d\u8eab\u306f\u4e0d\u53ef\u8996\u3002\u3042\u308f\u305b\u3066\u3001AI\u30af\u30ed\u30fc\u30e9\u30fc\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u7d043\u5206\u306e1\u304c404\u3067\u8fd4\u3063\u3066\u3044\u308b\u5b9f\u614b\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001sitemap.xml\u3068\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3092\u6574\u5099\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-ng\">S<\/span><\/td>\n  <td><b>\u5168\u30da\u30fc\u30b8\u306b\u516c\u958b\u65e5\u30fb\u6700\u7d42\u66f4\u65b0\u65e5\u3092\u8868\u793a\u3059\u308b<\/b><\/td>\n  <td>\u65b0\u3057\u3044\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306f\u30aa\u30c3\u30ba\u6bd4 &gt;10,000\u3002\u5b9f\u88c5\u30b3\u30b9\u30c8\u306f\u6700\u5c0f\u3067\u52b9\u679c\u306f\u6700\u5927\u7d1a\u3002\u305f\u3060\u3057<b>\u4e2d\u8eab\u3092\u4f34\u308f\u306a\u3044\u65e5\u4ed8\u3060\u3051\u306e\u66f4\u65b0\u306f\u9006\u52b9\u679c<\/b>\u3068\u8b66\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-w\">A<\/span><\/td>\n  <td><b>\u5f93\u6765\u578bSEO\u3092\u6368\u3066\u306a\u3044<\/b><\/td>\n  <td>AI\u8981\u7d04\u5f15\u7528\u306e\u76f8\u5f53\u90e8\u5206\u306f\u4f9d\u7136\u3068\u3057\u3066\u81ea\u7136\u691c\u7d22\u4e0a\u4f4d\u304b\u3089\u6765\u3066\u304a\u308a\u3001fan-out\u30af\u30a8\u30ea\u7fa4\u3067\u4e0a\u4f4d\u306b\u51fa\u308b\u30da\u30fc\u30b8\u306f161%\u5f15\u7528\u3055\u308c\u3084\u3059\u3044\u3002<b>\u300cGEO\u306b\u79fb\u884c\u3059\u308b\u306e\u3067SEO\u306f\u4e0d\u8981\u300d\u306f\u660e\u78ba\u306b\u8aa4\u308a\u3067\u3059\u3002<\/b>\u305f\u3060\u3057\u4e0a\u4f4d\u304c\u5fc5\u8981\u6761\u4ef6\u3067\u3082\u306a\u3044\uff08\u56f312\uff09\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-w\">A<\/span><\/td>\n  <td><b>\u300c1\u898b\u51fa\u30571\u30c8\u30d4\u30c3\u30af\u30fb\u7d50\u8ad6\u5148\u51fa\u3057\u30fb\u81ea\u5df1\u5b8c\u7d50\u3057\u305f\u6bb5\u843d\u300d\u3092\u57f7\u7b46\u898f\u7d04\u306b\u3059\u308b<\/b><\/td>\n  <td>\u305f\u3060\u3057<b>\u58f2\u308a\u65b9\u3092\u5909\u3048\u308b<\/b>\u3053\u3068\u3002\u300cAI\u5411\u3051\u306e\u8981\u7d04\u30dc\u30c3\u30af\u30b9\u300d\u3067\u306f\u306a\u304f\u300c\u6280\u8853\u6587\u66f8\u306e\u54c1\u8cea\u57fa\u6e96\u300d\u3068\u3057\u3066\u3002Google\u306f\u660e\u793a\u7684\u306b\u30c1\u30e3\u30f3\u30af\u5316\u3092\u5426\u5b9a\u3057\u3066\u304a\u308a\u3001\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u307f\u306e\u4ecb\u5165\u306f\u5bfe\u7167\u5b9f\u9a13\u3067\u7121\u52b9\uff08\u30aa\u30c3\u30ba\u6bd40.79\u301c1.68\uff09\u3002\u52b9\u304f\u306e\u306f<b>\u305d\u3053\u306b\u5177\u4f53\u7684\u306a\u6570\u5024\u3068\u6839\u62e0\u304c\u5165\u3063\u3066\u3044\u308b\u5834\u5408\u3060\u3051<\/b>\u3067\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-w\">A<\/span><\/td>\n  <td><b>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u300c\u885b\u751f\u9805\u76ee\u300d\u306b\u683c\u4e0b\u3052\u3001FAQPage\u306f\u64a4\u53bb<\/b><\/td>\n  <td>Organization \/ Product \/ JobPosting \/ Article \/ BreadcrumbList \u306a\u3069\u306f\u73fe\u5f79\u306a\u306e\u3067\u7dad\u6301\u3002<b>FAQPage\u306f\u65b0\u898f\u5b9f\u88c5\u5de5\u6570\u3092\u30bc\u30ed\u306b<\/b>\uff082026\u5e745\u6708\u306b\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u7d42\u4e86\u30018\u6708\u306bAPI\u30b5\u30dd\u30fc\u30c8\u7d42\u4e86\u3001AI\u5f15\u7528\u3078\u306e\u5bc4\u4e0e\u3082\u6700\u4e0b\u4f4d\u30af\u30e9\u30b9\uff09\u3002JSON-LD\u5168\u4f53\u3092\u300cAI\u5f15\u7528\u3092\u5897\u3084\u3059\u30ec\u30d0\u30fc\u300d\u3068\u3057\u3066\u58f2\u308b\u306e\u306f\u6839\u62e0\u304c\u8584\u3044\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-w\">A<\/span><\/td>\n  <td><b>KPI\u3092\u300c\u5f15\u7528\u6570\u300d\u304b\u3089\u300c\u8a00\u53ca\u30fb\u63a8\u5968\u300d\u3078\u5e83\u3052\u308b<\/b><\/td>\n  <td>\u5f15\u7528\u6700\u591a\u30c9\u30e1\u30a4\u30f3\u3068\u8a00\u53ca\u6700\u591a\u30d6\u30e9\u30f3\u30c9\u306e\u4e00\u81f4\u306f21%\u306e\u307f\uff08\u76f8\u95a2 \u22120.229\uff09\u3002\u4e00\u65b9\u3067\u30e6\u30fc\u30b6\u30fc\u306e74%\u306f\u6700\u3082\u8a00\u53ca\u3055\u308c\u305f\u30d6\u30e9\u30f3\u30c9\u3092\u9078\u3073\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30f3\u5225\u306b\u5206\u3051\u308b\u3053\u3068\u3082\u5fc5\u9808\uff08ChatGPT\u306f\u5f15\u7528\u578b\u3001Gemini\u306f\u8a00\u53ca\u578b\uff0f\u56f313\uff09\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-w\">A<\/span><\/td>\n  <td><b>\u8a08\u6e2c\u3092\u53cd\u5fa97\u56de\u30fb\u30ec\u30f3\u30b8\u5831\u544a\u306b\u5207\u308a\u66ff\u3048\u308b<\/b><\/td>\n  <td>\u53cd\u5fa91\u56de\u3067\u306f\u6a19\u6e96\u8aa4\u5dee0.370\uff1d\u5b9f\u8cea\u7684\u306b\u60c5\u5831\u91cf\u30bc\u30ed\u300250\u554f\u00d71\u56de\u306e95%\u4fe1\u983c\u533a\u9593\u306f\u00b112.7\u30dd\u30a4\u30f3\u30c8\u3067\u3001\u6708\u6b21\u306e\u5897\u6e1b\u306f\u30ce\u30a4\u30ba\u3068\u533a\u5225\u3067\u304d\u307e\u305b\u3093\uff08\u56f320\u30fb21\uff09\u3002\u3042\u308f\u305b\u3066\u30ed\u30b0\u30a2\u30a6\u30c8\u72b6\u614b\u30fb\u30e1\u30e2\u30eaOFF\u30fb\u65e5\u672c\u8a9e\u56fa\u5b9a\u30fb\u30e2\u30fc\u30c9\u5206\u96e2\u3092\u7d71\u5236\u6761\u4ef6\u3068\u3057\u3066\u8a18\u9332\u3059\u308b\u3053\u3068\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-n\">B<\/span><\/td>\n  <td><b>\u30aa\u30d5\u30b5\u30a4\u30c8\u306f\u300c\u88ab\u30ea\u30f3\u30af\u7372\u5f97\u300d\u304b\u3089\u300c\u5b9f\u4f53\u3092\u4f34\u3046\u8a00\u53ca\u300d\u3078<\/b><\/td>\n  <td>\u88ab\u30ea\u30f3\u30af\u672c\u6570\u306f\u5f31\u76f8\u95a2\u3001\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u306f0.656\u301c0.709\u3002\u305f\u3060\u3057Google\u306f\u4eba\u5de5\u7684\u306a\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u306e\u8ffd\u6c42\u3092\u7121\u52b9\u3068\u5ba3\u8a00\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u696d\u754c\u30e1\u30c7\u30a3\u30a2\u5bc4\u7a3f\u30fb\u6280\u8853\u8a18\u4e8b\u30fb\u5c0e\u5165\u4e8b\u4f8b\u30fb\u898f\u683c\u56e3\u4f53\u3067\u306e\u6d3b\u52d5\u30fb\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u767b\u58c7\u306a\u3069\u3001\u5b9f\u4f53\u306e\u3042\u308b\u7d4c\u8def\u306b\u9650\u308b\u3053\u3068\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-n\">B<\/span><\/td>\n  <td><b>Content Signals\u3092\u660e\u793a\u7684\u306b\u8a2d\u5b9a\u3059\u308b<\/b><\/td>\n  <td><code>Content-Signal: search=yes, ai-input=yes, ai-train=no<\/code> \u306e\u3088\u3046\u306b\u3001<b>\u300c\u5f15\u7528\u3055\u308c\u305f\u3044\u300d\u3068\u300c\u5b66\u7fd2\u3055\u305b\u305f\u304f\u306a\u3044\u300d\u3092\u5206\u3051\u3066\u8868\u660e<\/b>\u3059\u308b\u3002CDN\u5074\u306e\u65e2\u5b9a\u5024\u3067ai-input\u304c\u672a\u8868\u660e\u306e\u307e\u307e\u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u78ba\u8a8d\u3002EU\u306e\u6a29\u5229\u7559\u4fdd\u3068\u3057\u3066\u306e\u6cd5\u7684\u610f\u5473\u3082\u6301\u3061\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-n\">B<\/span><\/td>\n  <td><b>llms.txt\u306f\u7121\u6599\u306e\u4ed8\u5e2f\u4f5c\u696d\u306b\u964d\u683c<\/b><\/td>\n  <td>\u516c\u5f0f\u306b\u7121\u8996\u3059\u308b\u3068\u660e\u8a00\u3055\u308c\u3001\u5b9f\u5730\u691c\u8a3c\u3067\u3082\u52b9\u679c\u306a\u3057\u3002<b>\u8ab2\u91d1\u5bfe\u8c61\u304b\u3089\u5916\u3059\u306e\u304c\u8aa0\u5b9f<\/b>\u3067\u3059\u3002\u8a2d\u7f6e\u30b3\u30b9\u30c8\u306f\u4f4e\u3044\u306e\u3067\u8981\u671b\u304c\u3042\u308c\u3070\u7121\u511f\u3067\u4ed8\u3051\u308b\u7a0b\u5ea6\u3002\u958b\u767a\u8005\u5411\u3051\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6301\u3064\u4f01\u696d\u304c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u306b\u7f6e\u304f\u306e\u306f\u5225\u306e\u5408\u7406\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/td>\n<\/tr>\n<tr>\n  <td><span class=\"pill p-n\">B<\/span><\/td>\n  <td><b>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b3\u30de\u30fc\u30b9\u306f\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u6bb5\u968e<\/b><\/td>\n  <td>\u73fe\u72b6\u306fBtoC\u5c0f\u58f2\u4e2d\u5fc3\u3002\u305f\u3060\u3057ChatGPT\u306e\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u53d6\u5f97\u3067\u30d5\u30a3\u30fc\u30c9\u7531\u6765\u304c6\u9031\u9593\u30674.3%\u2192\u7d0420%\u306b\u4f38\u3073\u3066\u304a\u308a\u3001<mark>\u5546\u54c1\u60c5\u5831\u306e\u6a29\u5a01\u7684\u30ec\u30a4\u30e4\u30fc\u304c\u30da\u30fc\u30b8\u304b\u3089\u30d5\u30a3\u30fc\u30c9\u3078\u79fb\u308b\u6d41\u308c\u306f\u4e2d\u671f\u7684\u306b\u78ba\u5b9f<\/mark>\u3002\u30ab\u30bf\u30ed\u30b0\u578b\u30b5\u30a4\u30c8\u3092\u6301\u3064\u5834\u5408\u306f\u60c5\u5831\u53ce\u96c6\u3092\u7d99\u7d9a\u3059\u3079\u304d\u9818\u57df\u3067\u3059\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n\n<section id=\"ch11\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Chapter 11<\/span>\n  <h2>\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u3053\u3068<\/h2>\n  <p class=\"dek\">\u8abf\u67fb\u3057\u305f\u304c\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306b\u5230\u9054\u3067\u304d\u306a\u304b\u3063\u305f\u9805\u76ee\u3067\u3059\u3002\u3053\u3053\u3092\u300c\u306a\u3044\u300d\u3068\u660e\u793a\u3059\u308b\u3053\u3068\u304c\u3001\u30ec\u30dd\u30fc\u30c8\u306e\u4fe1\u983c\u6027\u3092\u62c5\u4fdd\u3059\u308b\u3068\u8003\u3048\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"tbl-wrap\">\n<table>\n<thead><tr><th style=\"width:38%\">\u9805\u76ee<\/th><th>\u72b6\u6cc1<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><b>\u56fd\u5185\u4f01\u696d\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u5b9f\u88c5\u7387\uff082026\u5e74\uff09<\/b><\/td><td>\u4f53\u7cfb\u7684\u306a\u8abf\u67fb\u306f2023\u5e746\u6708\u6642\u70b9\u306e\u3082\u306e\uff08\u56fd\u5185\u4e3b\u8981\u4f01\u696d14.0%\uff0f\u4e16\u754c\u4e3b\u8981\u4f01\u696d31.8%\uff09\u304c\u6700\u5f8c\u30023\u5e74\u524d\u306e\u6570\u5b57\u3092\u73fe\u5728\u306e\u8a71\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044\u3053\u3068\u3002<\/td><\/tr>\n<tr><td><b>llms.txt\u306e\u56fd\u5185\u5b9f\u88c5\u7387<\/b><\/td><td>\u5b9f\u88c5\u30ac\u30a4\u30c9\u8a18\u4e8b\u306f\u591a\u6570\u3042\u308b\u304c\u3001\u5b9f\u88c5\u7387\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u306f\u78ba\u8a8d\u3067\u304d\u305a\u3002<\/td><\/tr>\n<tr><td><b>\u56fd\u5185GEO\/LLMO\u5e02\u5834\u306e\u898f\u6a21\u63a8\u8a08<\/b><\/td><td>\u4e3b\u8981\u306a\u8abf\u67fb\u4f1a\u793e\u306b\u3088\u308bGEO\u5358\u72ec\u30ab\u30c6\u30b4\u30ea\u306e\u5e02\u5834\u63a8\u8a08\u306f\u78ba\u8a8d\u3067\u304d\u305a\u3002\u96a3\u63a5\u6307\u6a19\u3068\u3057\u3066\u56fd\u5185\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u5e02\u5834\uff082026\u5e74\u898b\u8fbc4,789\u5104\u5186\uff09\u304c\u3042\u308b\u7a0b\u5ea6\u3002<\/td><\/tr>\n<tr><td><b>Perplexity\u306e\u516c\u5f0f\u30e6\u30fc\u30b6\u30fc\u6570\u30fb\u30af\u30a8\u30ea\u6570<\/b><\/td><td>2026\u5e74\u306e\u4e00\u6b21\u958b\u793a\u304c\u5b58\u5728\u3057\u306a\u3044\u3002\u307e\u3068\u3081\u8a18\u4e8b\u9593\u3067\u6570\u500d\u306e\u98df\u3044\u9055\u3044\u304c\u3042\u308b\u3002<\/td><\/tr>\n<tr><td><b>\u65e5\u672c\u8a9e\u30af\u30a8\u30ea\u3067\u306eLinkedIn\u5f15\u7528\u7387<\/b><\/td><td>\u82f1\u8a9e\u570f\u3067\u306f\u5168\u30c9\u30e1\u30a4\u30f3\u4e2d2\u4f4d\u30fb\u5e73\u5747\u5f15\u7528\u738711%\u3068\u3044\u3046\u5927\u898f\u6a21\u8abf\u67fb\u304c\u3042\u308b\u304c\u3001\u65e5\u672c\u8a9e\u3067\u306e\u691c\u8a3c\u30c7\u30fc\u30bf\u306f\u898b\u3064\u304b\u3089\u305a\u3002\u65e5\u672c\u3067\u306fnote\u30fbQiita\u30fb\u696d\u754c\u5c02\u9580\u30e1\u30c7\u30a3\u30a2\u304c\u540c\u3058\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3082\u306e\u306e\u3001<b>\u88cf\u4ed8\u3051\u30c7\u30fc\u30bf\u306a\u3057<\/b>\u3002<\/td><\/tr>\n<tr><td><b>Wikidata\u6574\u5099\u306e\u52b9\u679c<\/b><\/td><td>\u56e0\u679c\u3092\u793a\u3057\u305f\u5bfe\u7167\u5b9f\u9a13\u306f\u898b\u3064\u304b\u3089\u305a\u3002\u691c\u7d22\u3067\u51fa\u3066\u304f\u308b\u306e\u306f\u307b\u307c\u3059\u3079\u3066\u30d9\u30f3\u30c0\u30fc\u306e\u8a18\u4e8b\u3002<\/td><\/tr>\n<tr><td><b>\u5f15\u7528\u304c\u58f2\u4e0a\u306b\u3064\u306a\u304c\u308b\u3068\u3044\u3046\u56e0\u679c<\/b><\/td><td>\u5b66\u8853\u30b5\u30fc\u30d9\u30a4\u306e\u8a3c\u62e0\u683c\u4ed8\u3051\u306f<b>\u300cVery Low\u300d<\/b>\u3002\u76f8\u95a2\u3092\u793a\u3059\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306f\u3042\u308b\u304c\u3001\u56e0\u679c\u3092\u793a\u3057\u305f\u7814\u7a76\u306f\u4e8b\u5b9f\u4e0a\u5b58\u5728\u3057\u306a\u3044\u3002<\/td><\/tr>\n<tr><td><b>\u65e5\u672c\u306eBtoB\u88fd\u9020\u696d\u306b\u7279\u5316\u3057\u305fAI\u691c\u7d22\u884c\u52d5<\/b><\/td><td>\u696d\u7a2e\u6a2a\u65ad\u306eBtoB\u8abf\u67fb\u306f\u3042\u308b\u304c\u3001\u88fd\u9020\u696d\u306b\u7d5e\u3063\u305f\u5b9f\u6e2c\u30c7\u30fc\u30bf\u306f\u898b\u3064\u304b\u3089\u305a\u3002<b>\u9006\u306b\u8a00\u3048\u3070\u3001\u3053\u3053\u306f\u81ea\u793e\u3067\u4e00\u6b21\u30c7\u30fc\u30bf\u3092\u53d6\u308c\u3070\u5f37\u3044\u5dee\u5225\u5316\u306b\u306a\u308b\u9818\u57df\u3067\u3059\u3002<\/b><\/td><\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/section>\n\n<section id=\"faq\">\n<div class=\"chap\">\n  <span class=\"chap-no\">FAQ<\/span>\n  <h2>\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n  <p class=\"dek\">\u672c\u30ec\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u3001\u60f3\u5b9a\u3055\u308c\u308b\u7591\u554f\u3078\u306e\u56de\u7b54\u3067\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"wrap prose faq\">\n<details open>\n<summary>GEO\u3068SEO\u306f\u3001\u5225\u306e\u3082\u306e\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>\u90e8\u5206\u7684\u306b\u5225\u3067\u3059\u3002<\/b>AI\u8981\u7d04\u306e\u5f15\u7528\u5143URL\u306e\u3046\u3061Google\u81ea\u7136\u691c\u7d22\u30c8\u30c3\u30d710\u306b\u5165\u3063\u3066\u3044\u308b\u3082\u306e\u306f38%\u3067\u3001\u6b8b\u308b62%\u306f11\u4f4d\u4ee5\u4e0b\u307e\u305f\u306f\u570f\u5916\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u610f\u5473\u3067\u300cSEO\u3067\u4e0a\u4f4d\u3092\u53d6\u308c\u3070AI\u306b\u5f15\u7528\u3055\u308c\u308b\u300d\u3068\u3044\u3046\u524d\u63d0\u306f\u6210\u7acb\u3057\u307e\u305b\u3093\u3002\u4e00\u65b9\u3067\u3001\u95a2\u9023\u30af\u30a8\u30ea\u7fa4\u3067\u4e0a\u4f4d\u306b\u51fa\u308b\u30da\u30fc\u30b8\u306f161%\u5f15\u7528\u3055\u308c\u3084\u3059\u3044\u3068\u3044\u3046\u76f8\u95a2\u3082\u3042\u308a\u3001\u691c\u7d22\u53ef\u8996\u6027\u304c\u7121\u610f\u5473\u306b\u306a\u3063\u305f\u308f\u3051\u3067\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u300c\u9806\u4f4d\u306f\u5fc5\u8981\u6761\u4ef6\u3067\u3082\u5341\u5206\u6761\u4ef6\u3067\u3082\u306a\u3044\u304c\u3001\u5f37\u3044\u76f8\u95a2\u306f\u3042\u308b\u300d\u3068\u3044\u3046\u306e\u304c2026\u5e748\u6708\u6642\u70b9\u306e\u6b63\u78ba\u306a\u8868\u73fe\u3067\u3059\u3002<\/p>\n<\/details>\n\n<details>\n<summary>llms.txt \u306f\u8a2d\u7f6e\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>AI\u691c\u7d22\u5bfe\u7b56\u3068\u3057\u3066\u306e\u52b9\u679c\u306f\u671f\u5f85\u3067\u304d\u307e\u305b\u3093\u3002<\/b>Google\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u300c\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u300d\u3068\u660e\u8a18\u3057\u3001\u540c\u793e\u691c\u7d22\u62c5\u5f53\u8005\u306f\u300c\u30b5\u30fc\u30d0\u30fc\u30ed\u30b0\u3092\u898b\u308c\u3070\u3001\u305d\u3082\u305d\u3082\u53d6\u5f97\u3057\u306b\u6765\u3066\u3044\u306a\u3044\u3068\u5206\u304b\u308b\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u300210\u30b5\u30a4\u30c8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u524d\u5f8c90\u65e5\u306e\u5b9f\u5730\u691c\u8a3c\u3067\u3082\u52b9\u679c\u306f\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u8a2d\u7f6e\u30b3\u30b9\u30c8\u81ea\u4f53\u306f\u4f4e\u3044\u306e\u3067\u7f6e\u304f\u3053\u3068\u81ea\u4f53\u306b\u5bb3\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001<b>\u6210\u679c\u7269\u3068\u3057\u3066\u8ab2\u91d1\u3059\u308b\u6b63\u5f53\u6027\u306f\u3042\u308a\u307e\u305b\u3093<\/b>\u3002\u552f\u4e00\u306e\u4f8b\u5916\u306f\u3001\u958b\u767a\u8005\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084API\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u3092\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u8aad\u307e\u305b\u308b\u7528\u9014\u3067\u3059\u3002<\/p>\n<\/details>\n\n<details>\n<summary>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08JSON-LD\uff09\u306f\u4e0d\u8981\u306b\u306a\u3063\u305f\u306e\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>\u4e0d\u8981\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5f79\u5272\u304c\u9055\u3044\u307e\u3059\u3002<\/b>\u5bfe\u7167\u7fa4\u3092\u7f6e\u3044\u305f\u691c\u8a3c\u3067\u306f\u3001JSON-LD\u306e\u8ffd\u52a0\u306b\u3088\u308bAI\u5f15\u7528\u306e\u5897\u52a0\u306f\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u305b\u3093\uff08AI Overviews\u3067\u306f\u3080\u3057\u308d\u22124.6%\uff09\u3002\u305f\u3060\u3057\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\u3001\u305d\u3057\u3066\u5546\u54c1\u30d5\u30a3\u30fc\u30c9\u7d4c\u8def\u3067\u306f\u73fe\u5f79\u3067\u3059\u3002\u300cAI\u5f15\u7528\u3092\u8cb7\u3046\u30ec\u30d0\u30fc\u300d\u3067\u306f\u306a\u304f\u300c\u914d\u7ba1\u300d\u3068\u4f4d\u7f6e\u3065\u3051\u308b\u306e\u304c\u6b63\u78ba\u3067\u3059\u3002\u306a\u304aFAQPage\u30b9\u30ad\u30fc\u30de\u306f\u30012026\u5e745\u6708\u306b\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u8868\u793a\u304c\u7d42\u4e86\u3057\u30018\u6708\u306bAPI\u30b5\u30dd\u30fc\u30c8\u3082\u524a\u9664\u3055\u308c\u305f\u305f\u3081\u3001\u65b0\u898f\u5b9f\u88c5\u306e\u512a\u5148\u5ea6\u306f\u30bc\u30ed\u3067\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n<\/details>\n\n<details>\n<summary>AI\u691c\u7d22\u7d4c\u7531\u3067\u3001\u3059\u3050\u306b\u58f2\u4e0a\u306f\u5897\u3048\u307e\u3059\u304b\uff1f<\/summary>\n<p><b>\u77ed\u671f\u7684\u306b\u306f\u671f\u5f85\u3057\u306a\u3044\u307b\u3046\u304c\u5b89\u5168\u3067\u3059\u3002<\/b>AI\u7d4c\u7531\u306e\u6d41\u5165\u306f\u72ec\u7acb\u3057\u305f3\u3064\u306e\u5927\u898f\u6a21\u8abf\u67fb\u3067\u3044\u305a\u308c\u3082\u5168\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e1%\u672a\u6e80\uff080.14\u301c0.32%\uff09\u3068\u8a08\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u56fd\u5185\u306e\u5b9f\u6e2c\uff0868\u793e167\u30b5\u30a4\u30c8\u306eGA4\u30c7\u30fc\u30bf\uff09\u3067\u30820.161%\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001BtoB\u8cfc\u8cb7\u610f\u601d\u6c7a\u5b9a\u8005\u306e82%\u304cAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u63a8\u5968\u3092\u5f97\u3066\u304a\u308a\u300133%\u306f\u307e\u3063\u305f\u304f\u77e5\u3089\u306a\u304b\u3063\u305f\u30d9\u30f3\u30c0\u30fc\u304b\u3089\u8cfc\u5165\u3057\u3066\u3044\u307e\u3059\u3002<b>\u52b9\u304f\u306e\u306f\u300c\u6d41\u5165\u3092\u5897\u3084\u3059\u300d\u7d4c\u8def\u3067\u306f\u306a\u304f\u300c\u691c\u8a0e\u30ea\u30b9\u30c8\u306b\u8f09\u308b\u300d\u7d4c\u8def<\/b>\u3067\u3059\u3002\u3053\u306e2\u3064\u3092\u6df7\u540c\u3057\u305f\u63d0\u6848\u306f\u3001\u6210\u679c\u304c\u51fa\u306a\u3044\u307e\u307e\u5951\u7d04\u304c\u7d42\u308f\u308a\u307e\u3059\u3002<\/p>\n<\/details>\n\n<details>\n<summary>\u3069\u306eAI\u30a8\u30f3\u30b8\u30f3\u3092\u512a\u5148\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/summary>\n<p>\u76ee\u7684\u306b\u3088\u308a\u307e\u3059\u3002ChatGPT\u306f1\u56de\u7b54\u3042\u305f\u308a\u5e73\u574715\u30bd\u30fc\u30b9\u3092\u5f15\u7528\u3057\uff08Gemini\u306f3\u30bd\u30fc\u30b9\uff09\u3001\u5f15\u7528\u738787%\u3068\u67a0\u304c\u5e83\u3044\u4e00\u65b9\u3001\u56de\u7b54\u672c\u6587\u306b\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u51fa\u308b\u5272\u5408\u306f20.7%\u3068\u4f4e\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002Gemini\u306f\u9006\u306b\u5f15\u7528\u738721.4%\u30fb\u8a00\u53ca\u738783.7%\u3067\u3059\u3002<b>\u30ea\u30f3\u30af\u6d41\u5165\u304c\u76ee\u7684\u306a\u3089ChatGPT\u3001\u30d6\u30e9\u30f3\u30c9\u8a8d\u77e5\u304c\u76ee\u7684\u306a\u3089Gemini<\/b>\u3068\u3044\u3046\u6574\u7406\u306b\u306a\u308a\u307e\u3059\u3002\u65e5\u672c\u5e02\u5834\u3067\u306f\u3001\u30b5\u30a4\u30c8\u9001\u5ba2\u306e\u5b9f\u6e2c\u3067Perplexity\u304c11.6%\u30682\u4f4d\u3092\u5360\u3081\u3066\u304a\u308a\u3001\u5229\u7528\u8005\u6570\u306e\u30b7\u30a7\u30a2\u304b\u3089\u60f3\u50cf\u3055\u308c\u308b\u3088\u308a\u8ca2\u732e\u304c\u5927\u304d\u3044\u70b9\u3082\u898b\u9003\u305b\u307e\u305b\u3093\u3002<\/p>\n<\/details>\n\n<details>\n<summary>AI\u691c\u7d22\u3067\u306e\u300c\u9806\u4f4d\u300d\u306f\u8ffd\u8de1\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>\u63a8\u5968\u3057\u307e\u305b\u3093\u3002<\/b>\u9806\u4f4d\u307e\u3067\u8003\u616e\u3057\u305f\u4e00\u81f4\u5ea6\uff08RBO\uff09\u306f0.187\u301c0.304\u3067\u3001\u65e5\u3092\u8de8\u304c\u306a\u304f\u3066\u3082\u9806\u4f4d\u306f\u307b\u3068\u3093\u3069\u518d\u73fe\u3057\u307e\u305b\u3093\u3002600\u4eba\u30fb2,961\u56de\u306e\u5b9f\u884c\u3092\u7528\u3044\u305f\u5225\u306e\u691c\u8a3c\u3067\u306f\u300c\u9806\u4f4d\u307e\u3067\u4e00\u81f4\u3059\u308b\u306e\u306f1,000\u56de\u306b1\u56de\u300d\u3068\u3044\u3046\u7d50\u679c\u304c\u51fa\u3066\u3044\u307e\u3059\u3002\u8ffd\u8de1\u3059\u308b\u306a\u3089\u3001\u9806\u4f4d\u3067\u306f\u306a\u304f\u300c\u8a00\u53ca\u3055\u308c\u305f\u304b\u300d\u300c\u80fd\u52d5\u7684\u306b\u63a8\u5968\u3055\u308c\u305f\u304b\u300d\u3092\u3001\u8907\u6570\u56de\u306e\u53cd\u5fa9\u306b\u57fa\u3065\u304f\u5272\u5408\u3068\u3057\u3066\u6e2c\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<\/details>\n\n<details>\n<summary>\u6708\u306b1\u56de\u3001\u5404AI\u306b50\u554f\u6295\u3052\u308b\u8a08\u6e2c\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>\u50be\u5411\u628a\u63e1\u306b\u306f\u4f7f\u3048\u307e\u3059\u304c\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u6839\u62e0\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002<\/b>\u53cd\u5fa91\u56de\u3067\u306f\u6a19\u6e96\u8aa4\u5dee0.370\u3067\u3001\u5b66\u8853\u7684\u306b\u306f\u300c\u60c5\u5831\u91cf\u304c\u307b\u307c\u30bc\u30ed\u300d\u3068\u8a55\u4fa1\u3055\u308c\u308b\u6c34\u6e96\u3067\u3059\u300250\u554f\u00d71\u56de\u3067\u53ef\u8996\u602730%\u3068\u51fa\u305f\u5834\u5408\u300195%\u4fe1\u983c\u533a\u9593\u306f\u00b112.7\u30dd\u30a4\u30f3\u30c8\uff08\uff1d17%\u301c43%\uff09\u3002\u7fcc\u6708\u306b35%\u3078\u300c\u6539\u5584\u300d\u3057\u3066\u3082\u3001\u305d\u308c\u306f\u30ce\u30a4\u30ba\u3068\u533a\u5225\u3067\u304d\u307e\u305b\u3093\u3002\u53cd\u5fa9\u30927\u56de\u306b\u4e0a\u3052\u308b\u3068\u00b14.8\u30dd\u30a4\u30f3\u30c8\u307e\u3067\u7e2e\u307f\u3001\u696d\u754c\u56e3\u4f53\u304c\u4f8b\u793a\u3059\u308b\u610f\u601d\u6c7a\u5b9a\u53ef\u80fd\u306a\u6c34\u6e96\u306b\u5c4a\u304d\u307e\u3059\u3002\u554f\u984c\u6570\u3092\u6e1b\u3089\u3057\u3066\u3067\u3082\u53cd\u5fa9\u56de\u6570\u3092\u5897\u3084\u3059\u307b\u3046\u304c\u3001\u7d71\u8a08\u7684\u306b\u306f\u6b63\u3057\u3044\u9078\u629e\u3067\u3059\u3002<\/p>\n<\/details>\n\n<details>\n<summary>\u6d77\u5916\u306eGEO\u8a18\u4e8b\u306e\u5185\u5bb9\u306f\u3001\u65e5\u672c\u3067\u3082\u305d\u306e\u307e\u307e\u901a\u7528\u3057\u307e\u3059\u304b\uff1f<\/summary>\n<p><b>\u5f15\u7528\u5143\u306e\u69cb\u9020\u306b\u3064\u3044\u3066\u306f\u3001\u901a\u7528\u3057\u307e\u305b\u3093\u3002<\/b>\u7c73\u56fd\u306eAI Overviews\u306718.5%\u3092\u5360\u3081\u308bReddit\u306b\u5bfe\u3057\u3001\u65e5\u672c\u3067\u306fYahoo!\u77e5\u6075\u888b\u30fbnote\u30fb\u30a2\u30e1\u30d6\u30ed\u30fb\u6bd4\u8f03\u30e1\u30c7\u30a3\u30a2\u304c\u305d\u306e\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002YouTube\u306e\u30b7\u30a7\u30a2\u306f\u65e5\u672c\u304c\u7c73\u56fd\u306e\u7d041.7\u500d\u3001PR TIMES\u304c\u5e38\u6642\u4e0a\u4f4d\u306b\u5165\u308b\u306e\u3082\u65e5\u672c\u56fa\u6709\u3067\u3059\u3002\u307e\u305f\u30a8\u30f3\u30b8\u30f3\u5225\u306e\u5dee\u3082\u5927\u304d\u304f\u3001Perplexity\u306f\u65e5\u672c\u8a9e\u3067Yahoo!\u77e5\u6075\u888b\u3092\u5727\u5012\u7684\u306b\u5f15\u7528\u3057\u307e\u3059\u3002<b>\u6280\u8853\u9762\u306e\u77e5\u898b\uff08\u30af\u30ed\u30fc\u30e9\u30fc\u306e\u6319\u52d5\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u52b9\u679c\u3001\u8a08\u6e2c\u624b\u6cd5\uff09\u306f\u5171\u901a\u3067\u3059\u304c\u3001\u300c\u3069\u3053\u306b\u9732\u51fa\u3059\u308b\u304b\u300d\u306e\u6226\u8853\u306f\u8f38\u5165\u3067\u304d\u307e\u305b\u3093\u3002<\/b><\/p>\n<\/details>\n\n<details>\n<summary>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306e\u6570\u5b57\u306f\u3001\u3044\u3064\u307e\u3067\u6709\u52b9\u3067\u3059\u304b\uff1f<\/summary>\n<p><b>\u9577\u304f\u3066\u534a\u5e74\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/b>\u672c\u30ec\u30dd\u30fc\u30c8\u81ea\u4f53\u304c\u30012025\u5e74\u306b\u5b9a\u8aac\u3060\u3063\u305f\u8907\u6570\u306e\u4e3b\u5f35\u304c2026\u5e74\u524d\u534a\u306b\u8986\u3055\u308c\u305f\u8a18\u9332\u3067\u3059\u3002CTR\u4f4e\u4e0b\u7387\u306f\u540c\u3058\u8abf\u67fb\u4e3b\u4f53\u304c\u534a\u5e74\u3067\u6570\u5b57\u3092\u53cd\u8ee2\u3055\u305b\u3001AI\u8981\u7d04\u306e\u5f15\u7528\u5143\u5206\u5e03\u306f1\u304b\u6708\u306760%\u304b\u308910%\u3078\u52d5\u3044\u305f\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u6570\u5b57\u3092\u5f15\u7528\u3059\u308b\u969b\u306f\u5fc5\u305a\u8a08\u6e2c\u671f\u9593\u3068\u516c\u8868\u65e5\u3092\u4f75\u8a18\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u56db\u534a\u671f\u3054\u3068\u306b\u518d\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002<\/p>\n<\/details>\n<\/div>\n<\/section>\n\n<section id=\"sources\">\n<div class=\"chap\">\n  <span class=\"chap-no\">Sources<\/span>\n  <h2>\u51fa\u5178\u4e00\u89a7<\/h2>\n  <p class=\"dek\">\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u63a1\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u4e00\u6b21\u30bd\u30fc\u30b9\u3067\u3059\u3002\u30d9\u30f3\u30c0\u30fc\u8abf\u67fb\u306b\u306f\uff08\u30d9\u30f3\u30c0\u30fc\uff09\u3068\u4ed8\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n\n<div class=\"wrap prose\">\n<h4>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u516c\u5f0f<\/h4>\n<ul class=\"src-list\">\n<li>Google Search Central\u300cAI\u6700\u9069\u5316\u30ac\u30a4\u30c9\u300d\uff082026\u5e745\u6708\uff09\u2014 <a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide\" target=\"_blank\" rel=\"nofollow noopener\">developers.google.com<\/a><\/li>\n<li>Google Search Central\u300c\u751f\u6210AI\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8\u300d\uff082026-06-03\uff09\u2014 <a href=\"https:\/\/developers.google.com\/search\/blog\/2026\/06\/gen-ai-performance-reports\" target=\"_blank\" rel=\"nofollow noopener\">developers.google.com<\/a><\/li>\n<li>Bing Blogs\u300cEvolving role of the index: From ranking pages to supporting answers\u300d\uff082026-05-06\uff09\u2014 <a href=\"https:\/\/blogs.bing.com\/search\/May-2026\/Evolving-role-of-the-index-From-ranking-pages-to-supporting-answers\" target=\"_blank\" rel=\"nofollow noopener\">blogs.bing.com<\/a><\/li>\n<li>Bing Blogs\u300cElevating the Role of Grounding on the AI Web\u300d\uff082026-02-12\uff09\u2014 <a href=\"https:\/\/blogs.bing.com\/search\/February-2026\/Elevating-the-Role-of-Grounding-on-the-AI-Web\" target=\"_blank\" rel=\"nofollow noopener\">blogs.bing.com<\/a><\/li>\n<li>OpenAI\u300cBots \/ \u30af\u30ed\u30fc\u30e9\u30fc\u4ed5\u69d8\u300d\u2014 <a href=\"https:\/\/developers.openai.com\/api\/docs\/bots\" target=\"_blank\" rel=\"nofollow noopener\">developers.openai.com<\/a><\/li>\n<li>OpenAI\u300cPublishers and Developers FAQ\u300d\u2014 <a href=\"https:\/\/help.openai.com\/en\/articles\/12627856-publishers-and-developers-faq\" target=\"_blank\" rel=\"nofollow noopener\">help.openai.com<\/a><\/li>\n<li>Google\u300cAI\u6a5f\u80fd\u3068\u30b5\u30a4\u30c8\u7ba1\u7406\u300d\u2014 <a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/ai-features\" target=\"_blank\" rel=\"nofollow noopener\">developers.google.com<\/a><\/li>\n<li>Search Engine Land\u300cGoogle doesn&#8217;t want you to create bite-sized chunks of your content\u300d\uff082026-01-08\u516c\u958b\u5206\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/google-doesnt-want-you-to-create-bite-sized-chunks-of-your-content-467269\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a><\/li>\n<\/ul>\n\n<h4>\u5b66\u8853\u7814\u7a76\uff08\u72ec\u7acb\uff09<\/h4>\n<ul class=\"src-list\">\n<li>Sprinklr \u307b\u304b\u300c\u5f15\u7528\u9078\u629e\u306e\u5bfe\u7167\u5b9f\u9a13\u300dSIGIR &#8217;26\u63a1\u629e\u3001arXiv:2605.25517\uff082026-05-25\uff09\u2014 <a href=\"https:\/\/arxiv.org\/html\/2605.25517v1\" target=\"_blank\" rel=\"nofollow noopener\">arxiv.org<\/a>\u3000\u203b\u56f317<\/li>\n<li>\u30b6\u30f3\u30af\u30c8\u30ac\u30ec\u30f3\u5927\u5b66\u300cDon&#8217;t Measure Once: Measuring Visibility in AI Search (GEO)\u300darXiv:2604.07585\uff082026-04-10\uff09\u2014 <a href=\"https:\/\/arxiv.org\/pdf\/2604.07585\" target=\"_blank\" rel=\"nofollow noopener\">arxiv.org<\/a>\u3000\u203b\u56f320<\/li>\n<li>Martinez\u300cOptimizing Visibility in Generative Engines: A Critical Survey of GEO (2023\u20132026)\u300darXiv:2607.14035\uff082026-07-15\uff09\u2014 <a href=\"https:\/\/arxiv.org\/html\/2607.14035v1\" target=\"_blank\" rel=\"nofollow noopener\">arxiv.org<\/a><\/li>\n<li>\u017batuchin\u300cThe Language Blind Spot\u300darXiv:2606.23165\uff082026-06-22\uff09\u2014 <a href=\"https:\/\/arxiv.org\/html\/2606.23165\" target=\"_blank\" rel=\"nofollow noopener\">arxiv.org<\/a>\u3000\u203btier-flip\u52b9\u679c<\/li>\n<\/ul>\n\n<h4>\u696d\u754c\u56e3\u4f53\u30fb\u516c\u7684\u6a5f\u95a2<\/h4>\n<ul class=\"src-list\">\n<li>IAB\u300cMeasuring Visibility in the AI Era\u300d\uff082026-08-03\uff09\u2014 <a href=\"https:\/\/www.iab.com\/guidelines\/measuring-visibility-in-the-ai-era\/\" target=\"_blank\" rel=\"nofollow noopener\">iab.com<\/a>\u3000\u203b\u7b2c8\u7ae0<\/li>\n<li>\u7dcf\u52d9\u7701\u300e\u4ee4\u548c8\u5e74\u7248 \u60c5\u5831\u901a\u4fe1\u767d\u66f8\u300f\uff082026-07-24\uff09\u2014 <a href=\"https:\/\/www.soumu.go.jp\/menu_news\/s-news\/01tsushin02_02000184.html\" target=\"_blank\" rel=\"nofollow noopener\">soumu.go.jp<\/a>\u3000\u203b\u56f322<\/li>\n<li>Pew Research Center\u300cGoogle users are less likely to click on links when an AI summary appears\u300d\uff082025-07-22\uff09\u2014 <a href=\"https:\/\/www.pewresearch.org\/short-reads\/2025\/07\/22\/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results\/\" target=\"_blank\" rel=\"nofollow noopener\">pewresearch.org<\/a><\/li>\n<\/ul>\n\n<h4>\u30af\u30ea\u30c3\u30af\u30fb\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u95a2\u9023<\/h4>\n<ul class=\"src-list\">\n<li>SparkToro\u300cIn 2026, less than one third of Google searches still send a click\u300d\uff082026-06-09\uff09\u2014 <a href=\"https:\/\/sparktoro.com\/blog\/in-2026-less-than-one-third-of-google-searches-still-send-a-click\/\" target=\"_blank\" rel=\"nofollow noopener\">sparktoro.com<\/a>\u3000\u203b\u56f304<\/li>\n<li>Seer Interactive\u300cAIO Impact on Google CTR \u2014 2026 Update\u300d\uff082026-04-24\uff09\u2014 <a href=\"https:\/\/www.seerinteractive.com\/insights\/aio-impact-on-google-ctr-2026-update\" target=\"_blank\" rel=\"nofollow noopener\">seerinteractive.com<\/a>\u3000\u203b\u56f306\u30fb08\u30fb09\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs\u300cAI Overviews reduce clicks\u300d\uff082025-04-17\uff0f2026-06-05\u66f4\u65b0\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/ai-overviews-reduce-clicks\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Amsive\u300cGoogle AI Overviews: new research\u300d\uff082025-04-16\uff09\u2014 <a href=\"https:\/\/www.amsive.com\/insights\/seo\/google-ai-overviews-new-research-reveals-how-to-navigate-click-drop-off\/\" target=\"_blank\" rel=\"nofollow noopener\">amsive.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Search Engine Land\u300cGoogle zero-click searches 2026 study\u300d\uff082026-06-09\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/google-zero-click-searches-2026-study-479717\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a><\/li>\n<li>Search Engine Land\u300cOrganic search traffic down YoY\u300d\uff082026-01-20\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/organic-search-traffic-down-yoy-data-467748\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a><\/li>\n<li>Chartbeat\uff0fAxios\u5831\u9053\u300c\u5c0f\u898f\u6a21\u30d1\u30d6\u30ea\u30c3\u30b7\u30e3\u30fc\u306e\u691c\u7d22\u6d41\u516560%\u6e1b\u300d\uff082026-03-17\uff09\u2014 <a href=\"https:\/\/ppc.land\/small-publishers-lost-60-of-search-traffic-as-ai-reshapes-the-web\/\" target=\"_blank\" rel=\"nofollow noopener\">ppc.land<\/a>\u3000\u203b\u56f310<\/li>\n<li>SE Ranking\u300cAI traffic research study\u300d\uff082026-06-18\uff09\u2014 <a href=\"https:\/\/seranking.com\/blog\/ai-traffic-research-study\/\" target=\"_blank\" rel=\"nofollow noopener\">seranking.com<\/a>\u3000\u203b\u56f301\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Contentsquare\u300cAI-referred traffic\u300d\uff082026-04-03\uff09\u2014 <a href=\"https:\/\/contentsquare.com\/blog\/ai-referred-traffic\/\" target=\"_blank\" rel=\"nofollow noopener\">contentsquare.com<\/a>\u3000\u203b\u56f301\u30fb\u7b2c4\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Semrush\u300cTraffic channel mix study\u300d\uff082026-04-27\uff09\u2014 <a href=\"https:\/\/www.semrush.com\/blog\/traffic-channel-mix-study\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\u3000\u203b\u56f301\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Similarweb\u300cAI search trends\u300d\uff082026-06-24\uff09\uff0f\u300cGen AI stats\u300d\uff082026-07-29\u66f4\u65b0\uff09\u2014 <a href=\"https:\/\/www.similarweb.com\/blog\/marketing\/geo\/ai-search-trends\/\" target=\"_blank\" rel=\"nofollow noopener\">similarweb.com<\/a>\u3000\u203b\u56f303\u30fb16\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs\u300cChatGPT has 12% of Google&#8217;s search volume\u300d\uff082026-02-11\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/chatgpt-has-12-percent-of-googles-search-volume\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\u3000\u203b\u56f302\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<\/ul>\n\n<h4>\u5f15\u7528\u30fb\u53ef\u8996\u6027\u95a2\u9023<\/h4>\n<ul class=\"src-list\">\n<li>Search Engine Journal\u300cGoogle AI Overview citations from top-ranking pages drop sharply\u300d\uff082026-03-02\uff09\u2014 <a href=\"https:\/\/www.searchenginejournal.com\/google-ai-overview-citations-from-top-ranking-pages-drop-sharply\/568637\/\" target=\"_blank\" rel=\"nofollow noopener\">searchenginejournal.com<\/a>\u3000\u203b\u56f311\u30fb12<\/li>\n<li>Ahrefs\u300cHow to rank in AI Overviews\u300d\uff082026-01-20\uff0f2026-08-12\u66f4\u65b0\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/how-to-rank-in-ai-overviews\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Semrush\u300cThe Ghost Citations Study\u300d\uff082026-06-09\uff09\u2014 <a href=\"https:\/\/www.semrush.com\/blog\/the-ghost-citations-study\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\u3000\u203b\u56f313\u30fb15\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Semrush\u300c2026 AI Visibility Index\u300d\uff082026-06-26\uff09\u2014 <a href=\"https:\/\/www.semrush.com\/news\/463141-semrush-releases-expanded-2026-ai-visibility-index-analyzing-126-million-ai-search-prompts\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\u3000\u203b\u56f314\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Semrush \u00d7 Kevin Indig\u300cChatGPT topic authority study\u300d\u2014 <a href=\"https:\/\/www.semrush.com\/blog\/chatgpt-topic-authority-study\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\u3000\u203b\u56f315\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Semrush\u300cMost cited domains in AI\u300d\uff082025-11-10\uff09\u2014 <a href=\"https:\/\/www.semrush.com\/blog\/most-cited-domains-ai\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Profound\u300cWhere do AI citations come from\u300d\uff08\u8a08\u6e2c2026-04-16\u301c07-16\uff09\u2014 <a href=\"https:\/\/www.tryprofound.com\/blog\/where-do-ai-citations-come-from\" target=\"_blank\" rel=\"nofollow noopener\">tryprofound.com<\/a>\u3000\u203b\u56f319\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs\u300cAI brand visibility correlations\u300d\uff082026\u5e74\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/ai-brand-visibility-correlations\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\u3000\u203b\u56f318\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs\u300cMost cited domains in AI Overviews\uff08\u7c73\u56fd\uff09\u300d\uff082026-06-01\uff0f2026-07-21\u66f4\u65b0\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/most-cited-domains-ai-overviews\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\u3000\u203b\u56f324\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Otterly.ai\u300cThe AI Citations Report 2026\u300d\uff082026-02-01\uff09\u2014 <a href=\"https:\/\/otterly.ai\/blog\/the-ai-citations-report-2026\/\" target=\"_blank\" rel=\"nofollow noopener\">otterly.ai<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs\u300cDo AI assistants prefer to cite fresh content?\u300d\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/do-ai-assistants-prefer-to-cite-fresh-content\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<\/ul>\n\n<h4>\u65bd\u7b56\u691c\u8a3c<\/h4>\n<ul class=\"src-list\">\n<li>Ahrefs\u300cSchema and AI citations\uff08\u5dee\u5206\u306e\u5dee\u5206\u6cd5\u306b\u3088\u308b\u691c\u8a3c\uff09\u300d\uff082026-05-11\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/schema-ai-citations\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\u3000\u203b\u7b2c5\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Search Engine Land\u300cDoes llms.txt matter?\uff0810\u30b5\u30a4\u30c8\u306e\u5b9f\u5730\u691c\u8a3c\uff09\u300d\uff082026-01-20\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/does-llms-txt-matter-467740\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a>\u3000\u203b\u7b2c5\u7ae0<\/li>\n<li>Search Engine Journal\u300cGoogle says llms.txt is purely speculative\u300d\uff082026-06-02\uff09\u2014 <a href=\"https:\/\/www.searchenginejournal.com\/google-says-llms-txt-is-purely-speculative-for-now\/577576\/\" target=\"_blank\" rel=\"nofollow noopener\">searchenginejournal.com<\/a><\/li>\n<li>Search Engine Land\u300cGoogle to no longer support FAQ rich results\u300d\uff082026-05\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/google-to-no-longer-support-faq-rich-results-476957\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a>\u3000\u203b\u7b2c5\u7ae0<\/li>\n<li>Semrush\u300cTechnical SEO impact on AI search study\u300d\uff082026-01-05\uff09\u2014 <a href=\"https:\/\/www.semrush.com\/blog\/technical-seo-impact-on-ai-search-study\/\" target=\"_blank\" rel=\"nofollow noopener\">semrush.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Vercel\u300cThe rise of the AI crawler\uff08JavaScript\u5b9f\u884c\u306e\u691c\u8a3c\uff09\u300d\u2014 <a href=\"https:\/\/vercel.com\/blog\/the-rise-of-the-ai-crawler\" target=\"_blank\" rel=\"nofollow noopener\">vercel.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Cloudflare\u300cContent Signals Policy\u300d\uff082025-09-24\uff09\u2014 <a href=\"https:\/\/blog.cloudflare.com\/content-signals-policy\/\" target=\"_blank\" rel=\"nofollow noopener\">blog.cloudflare.com<\/a>\u3000\u203b\u7b2c10\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Search Engine Land\u300cAI shopping and product feeds\u300d\uff082026-07-31\uff09\u2014 <a href=\"https:\/\/searchengineland.com\/ai-shopping-product-feed-page-484060\" target=\"_blank\" rel=\"nofollow noopener\">searchengineland.com<\/a><\/li>\n<\/ul>\n\n<h4>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30fbBtoB<\/h4>\n<ul class=\"src-list\">\n<li>Adobe Analytics \/ Adobe Digital Insights\u300cAI Traffic Trends Report\u300d\uff082026-06-17\u5831\u9053\u5206\uff09\u2014 <a href=\"https:\/\/www.digitalcommerce360.com\/2026\/06\/17\/adobe-ai-referred-traffic-to-retail-sites-doubles-in-a-year\/\" target=\"_blank\" rel=\"nofollow noopener\">digitalcommerce360.com<\/a>\u3000\u203b\u7b2c4\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>G2\u300c2026 AI Search Insight Report\u300d\uff08n=1,076\uff0f2026\u5e743\u6708\u8abf\u67fb\uff09\u2014 <a href=\"https:\/\/learn.g2.com\/g2-2026-ai-search-insight-report\" target=\"_blank\" rel=\"nofollow noopener\">learn.g2.com<\/a>\u3000\u203b\u7b2c4\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>G2 \u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\uff08n=1,038\uff0f2026\u5e746\u6708\u8abf\u67fb\uff0f2026-07-22\uff09\u2014 <a href=\"https:\/\/www.prnewswire.com\/news-releases\/ai-is-making-software-easier-to-find-and-harder-to-buy-according-to-new-g2-research-302831346.html\" target=\"_blank\" rel=\"nofollow noopener\">prnewswire.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<\/ul>\n\n<h4>\u65e5\u672c\u5e02\u5834<\/h4>\n<ul class=\"src-list\">\n<li>Ahrefs Brand Radar \u65e5\u672c\u7248\u300cAI\u306b\u6700\u3082\u5f15\u7528\u3055\u308c\u305f\u30c9\u30e1\u30a4\u30f3TOP10\u300d\uff082026-04-01\uff09\u2014 <a href=\"https:\/\/ahrefs.com\/blog\/ja\/brand-radar-top-10-cited-domains-2026-update\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\u3000\u203b\u56f324\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Ahrefs Brand Radar \u65e5\u672c\u7248 2026\u5e746\u6708\u7248 \u2014 <a href=\"https:\/\/ahrefs.com\/ja\/blog\/brand-radar-top-10-cited-domains-2026-june\/\" target=\"_blank\" rel=\"nofollow noopener\">ahrefs.com<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>Piftee\u300cBtoB\u767a\u6ce8\u5148\u9078\u5b9a\u306b\u304a\u3051\u308bAI\u691c\u7d22\u5229\u7528\u8abf\u67fb\u300d\uff08n=196\uff0f2026-06-08\uff09\u2014 <a href=\"https:\/\/piftee.co.jp\/blog\/research-2\" target=\"_blank\" rel=\"nofollow noopener\">piftee.co.jp<\/a>\u3000\u203b\u7b2c9\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>\u30c8\u30e9\u30a4\u30d9\u30c3\u30af\u300eBtoB\u30b5\u30a4\u30c8\u8abf\u67fb2026\u300f\uff08n=7,700\uff0f196\u30b5\u30a4\u30c8\uff0f13\u696d\u7a2e\uff0f2026-07-02\uff09\u2014 <a href=\"https:\/\/www.tribeck.jp\/newsrelease\/2026\/20260702.html\" target=\"_blank\" rel=\"nofollow noopener\">tribeck.jp<\/a>\u3000\u203b\u7b2c9\u7ae0<\/li>\n<li>DEECH\u300c\u751f\u6210AI\u6d41\u5165\u5b9f\u614b\u8abf\u67fb\uff0868\u793e167\u30b5\u30a4\u30c8\u306eGA4\u5b9f\u30c7\u30fc\u30bf\uff09\u300d\uff082026-08-05\uff09\u2014 <a href=\"https:\/\/www.atpress.ne.jp\/news\/621060\" target=\"_blank\" rel=\"nofollow noopener\">atpress.ne.jp<\/a>\u3000\u203b\u7b2c9\u7ae0\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300c\u751f\u6210AI\u5229\u7528\u5b9f\u614b\u8abf\u67fb \u7b2c3\u5f3e\u300d\uff08n=9,278\uff0f2026-03-05\uff09\u2014 <a href=\"https:\/\/www.cyberagent.co.jp\/news\/detail\/id=33041\" target=\"_blank\" rel=\"nofollow noopener\">cyberagent.co.jp<\/a>\u3000\u203b\u56f323\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>PRIZMA\u300cLLMO\u5bfe\u7b56\u306e\u5b9f\u65bd\u72b6\u6cc1\u8abf\u67fb\u300d\uff08n=1,032\uff0f2026-07-16\uff09\u2014 <a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000195.000149156.html\" target=\"_blank\" rel=\"nofollow noopener\">prtimes.jp<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>EXIDEA\u300c\u65e5\u672c\u8a9e33,201\u30af\u30a8\u30ea\u306eAI Overview\u8abf\u67fb\u300d\uff082026-05-20\uff09\u2014 <a href=\"https:\/\/prtimes.jp\/main\/html\/rd\/p\/000000215.000041581.html\" target=\"_blank\" rel=\"nofollow noopener\">prtimes.jp<\/a>\uff08\u30d9\u30f3\u30c0\u30fc\uff09<\/li>\n<li>ICT\u7dcf\u7814\u300c\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u5229\u7528\u52d5\u5411\u8abf\u67fb\u300d\uff08n=2,024\uff0f2026-02-20\uff09\u2014 <a href=\"https:\/\/ictr.co.jp\/report\/20260220.html\/\" target=\"_blank\" rel=\"nofollow noopener\">ictr.co.jp<\/a><\/li>\n<\/ul>\n\n<h4>\u8a08\u6e2c\u624b\u6cd5\u306e\u6279\u5224\u7684\u691c\u8a3c<\/h4>\n<ul class=\"src-list\">\n<li>SparkToro\u300cAIs are highly inconsistent when recommending brands or products\u300d\uff082026-01-28\uff09\u2014 <a href=\"https:\/\/sparktoro.com\/blog\/new-research-ais-are-highly-inconsistent-when-recommending-brands-or-products-marketers-should-take-care-when-tracking-ai-visibility\/\" target=\"_blank\" rel=\"nofollow noopener\">sparktoro.com<\/a>\u3000\u203b\u56f321<\/li>\n<li>Forbes\u300cAI visibility numbers are unreliable \u2014 measure them anyway\u300d\uff082026-08-17\uff09\u2014 <a href=\"https:\/\/www.forbes.com\/sites\/jasongoldberg\/2026\/08\/17\/ai-visibility-numbers-are-unreliable-measure-them-anyway\/\" target=\"_blank\" rel=\"nofollow noopener\">forbes.com<\/a><\/li>\n<li>Growth Memo \/ Kevin Indig\u300cHow to make prompt tracking much better\u300d\uff082026-06-08\uff09\u2014 <a href=\"https:\/\/www.growth-memo.com\/p\/how-to-make-prompt-tracking-much\" target=\"_blank\" rel=\"nofollow noopener\">growth-memo.com<\/a><\/li>\n<li>PPC Land\u300cOnly 16% of brands track AI visibility as IAB sets measurement standard\u300d\uff082026-08-03\uff09\u2014 <a href=\"https:\/\/ppc.land\/only-16-of-brands-track-ai-visibility-as-iab-sets-measurement-standard\/\" target=\"_blank\" rel=\"nofollow noopener\">ppc.land<\/a><\/li>\n<\/ul>\n<\/div>\n<\/section>\n\n<footer>\n<div class=\"wrap\">\n<div class=\"prose\">\n<h4 style=\"color:var(--ink);margin-top:0\">\u672c\u30ec\u30dd\u30fc\u30c8\u306b\u3064\u3044\u3066<\/h4>\n<p style=\"margin-bottom:16px\">\u516c\u958b\u60c5\u5831\u306e\u307f\u3092\u51fa\u5178\u3068\u3057\u3066\u7de8\u7e82\u3057\u305f\u72ec\u7acb\u30ec\u30dd\u30fc\u30c8\u3067\u3059\u3002\u7279\u5b9a\u306e\u4f01\u696d\u30fb\u88fd\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u3092\u63a8\u5968\u3059\u308b\u76ee\u7684\u306f\u306a\u304f\u3001\u4f9d\u983c\u4e3b\u3082\u5b58\u5728\u3057\u307e\u305b\u3093\u3002\u63b2\u8f09\u3057\u305f\u3059\u3079\u3066\u306e\u6570\u5024\u306b\u3001\u8abf\u67fb\u4e3b\u4f53\u30fb\u30b5\u30f3\u30d7\u30eb\u898f\u6a21\u30fb\u8a08\u6e2c\u671f\u9593\u30fb\u516c\u8868\u65e5\u3092\u4ed8\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<h4 style=\"color:var(--ink)\">\u65b9\u6cd5\u8ad6\u3068\u9650\u754c<\/h4>\n<ul style=\"margin-bottom:16px\">\n<li>\u63a1\u7528\u57fa\u6e96\uff1a\u8abf\u67fb\u4e3b\u4f53\u304c\u81ea\u3089\u8a08\u6e2c\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u898f\u6a21\u3068\u8a08\u6e2c\u671f\u9593\u3092\u958b\u793a\u3057\u3066\u3044\u308b\u3082\u306e\u3002\u4e00\u6b21\u51fa\u5178\u3092\u6301\u305f\u306a\u3044\u300c\u7d71\u8a08\u307e\u3068\u3081\u300d\u8a18\u4e8b\u306f\u4e00\u5207\u63a1\u7528\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n<li>\u51fa\u5178\u9593\u3067\u6570\u5024\u304c\u77db\u76fe\u3059\u308b\u5834\u5408\u306f\u3001\u7d71\u5408\u305b\u305a<b>\u77db\u76fe\u3057\u305f\u307e\u307e\u4e26\u3079\u3066\u63d0\u793a<\/b>\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>\u672c\u30ec\u30dd\u30fc\u30c8\u3067\u300c\u5bfe\u7167\u7fa4\u3092\u7f6e\u3044\u305f\u56e0\u679c\u63a8\u8ad6\u300d\u306b\u8a72\u5f53\u3059\u308b\u306e\u306f\u5b9f\u8cea2\u4ef6\u306e\u307f\u3067\u3059\u3002\u4ed6\u306f\u76f8\u95a2\u5206\u6790\u307e\u305f\u306f\u4e8b\u696d\u8005\u306b\u3088\u308b\u81ea\u793e\u8a08\u6e2c\u3067\u3042\u308a\u3001<b>GEO\u9818\u57df\u5168\u4f53\u306e\u8a3c\u62e0\u6c34\u6e96\u306f\u307e\u3060\u4f4e\u3044<\/b>\u3068\u8a8d\u8b58\u3059\u3079\u304d\u3067\u3059\u3002<\/li>\n<li>\u56f321\u306e\u4fe1\u983c\u533a\u9593\u306f\u4e8c\u9805\u8fd1\u4f3c\u306b\u3088\u308b\u7c21\u6613\u8a66\u7b97\u3067\u3042\u308a\u3001\u5404\u5b9f\u884c\u304c\u72ec\u7acb\u3068\u3044\u3046\u697d\u89b3\u7684\u4eee\u5b9a\u306b\u57fa\u3065\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u8003\u616e\u3059\u308b\u3068\u3001\u771f\u306e\u4fe1\u983c\u533a\u9593\u306f\u3088\u308a\u5e83\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>AI\u691c\u7d22\u306e\u6319\u52d5\u306f\u534a\u5e74\u5358\u4f4d\u3067\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<b>\u672c\u30ec\u30dd\u30fc\u30c8\u306e\u6709\u52b9\u671f\u9593\u306f\u9577\u304f\u898b\u7a4d\u3082\u3063\u3066\u534a\u5e74\u7a0b\u5ea6<\/b>\u3068\u304a\u8003\u3048\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ul>\n\n<h4 style=\"color:var(--ink)\">\u3053\u306e\u6587\u66f8\u306e\u4f5c\u308a\u65b9\u306b\u3064\u3044\u3066\uff08\u4ed8\u8a18\uff09<\/h4>\n<p style=\"margin-bottom:16px\">\u672c\u30ec\u30dd\u30fc\u30c8\u81ea\u4f53\u3092\u3001\u8a18\u8f09\u3057\u305f\u77e5\u898b\u306b\u6cbf\u3063\u3066\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u56f3\u8868\u3092JavaScript\u306a\u3057\u306eHTML\uff0fCSS\u3067\u63cf\u753b\uff08\u7b2c6\u7ae0\uff1aAI\u30af\u30ed\u30fc\u30e9\u30fc\u306fJavaScript\u3092\u5b9f\u884c\u3057\u306a\u3044\uff09\u3001\u5192\u982d\u306b\u7d50\u8ad6\u3092\u914d\u7f6e\u3001\u6570\u5024\u306b\u306f\u5fc5\u305a\u51fa\u5178\u3068\u65e5\u4ed8\u3092\u4f75\u8a18\uff08\u7b2c6\u7ae0\uff1a\u65e5\u4ed8\u3068\u5177\u4f53\u7684\u4e8b\u5b9f\u306e\u30aa\u30c3\u30ba\u6bd4\uff09\u3002<br>\n\u4e00\u65b9\u3067\u3001<b>FAQPage\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u610f\u56f3\u7684\u306b\u5b9f\u88c5\u3057\u3066\u3044\u307e\u305b\u3093<\/b>\u3002\u7b2c5\u7ae0\u3067\u8ff0\u3079\u305f\u3068\u304a\u308a\u3001\u30ea\u30c3\u30c1\u30ea\u30b6\u30eb\u30c8\u304c\u7d42\u4e86\u3057\u3001AI\u5f15\u7528\u3078\u306e\u5bc4\u4e0e\u3082\u6700\u4e0b\u4f4d\u30af\u30e9\u30b9\u3067\u3042\u308b\u3068\u5224\u65ad\u3057\u305f\u305f\u3081\u3067\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306fArticle\u3068BreadcrumbList\u306e\u307f\u3092\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u7406\u89e3\u306e\u305f\u3081\u306e\u300c\u914d\u7ba1\u300d\u3068\u3057\u3066\u8a2d\u7f6e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p style=\"margin-bottom:0\">\u516c\u958b\u65e5 2026\u5e748\u670818\u65e5\uff0f\u6700\u7d42\u66f4\u65b0 2026\u5e748\u670818\u65e5<br>\n\u672c\u30ec\u30dd\u30fc\u30c8\u306e\u5f15\u7528\u30fb\u8ee2\u8f09\u306f\u81ea\u7531\u3067\u3059\uff08\u51fa\u5178\u306e\u660e\u8a18\u3092\u304a\u9858\u3044\u3057\u307e\u3059\uff09\u3002<\/p>\n<\/div>\n<\/div>\n<\/footer>\n\n\n\n\n\n<\/div><p><script type=\"application\/ld+json\">{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Article\",\n  \"headline\": \"\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08GEO\uff092026\u5e748\u6708\u30ec\u30dd\u30fc\u30c8\u2014\u2014AI\u691c\u7d22\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3068\u3001\u3053\u306e\u534a\u5e74\u3067\u5426\u5b9a\u3055\u308c\u305f\u5b9a\u8aac\",\n  \"description\": \"2026\u5e741\u6708\u301c8\u6708\u306b\u516c\u958b\u3055\u308c\u305fAI\u691c\u7d22\u30fbGEO\u95a2\u9023\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3092\u4e00\u6b21\u30bd\u30fc\u30b9\u57fa\u6e96\u3067\u6574\u7406\u3057\u305f\u72ec\u7acb\u30ec\u30dd\u30fc\u30c8\u3002\u5f15\u7528\u306b\u3088\u308bCTR+120%\u3001SEO\u4e0a\u4f4d\u3068\u306e\u91cd\u890776%\u219238%\u3001llms.txt\u306e\u5426\u5b9a\u3001\u8a08\u6e2c\u6a19\u6e96IAB\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u65e5\u672c\u5e02\u5834\u306e\u56fa\u6709\u6027\u307e\u3067\u3092\u56f3\u89e3\u3002\",\n  \"inLanguage\": \"ja\",\n  \"datePublished\": \"2026-08-18\",\n  \"dateModified\": \"2026-08-18\",\n  \"articleSection\": \"\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08GEO\uff09\",\n  \"keywords\": \"GEO, \u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316, LLMO, AIO, AEO, AI\u691c\u7d22, AI Overviews, ChatGPT, Perplexity, Gemini, \u69cb\u9020\u5316\u30c7\u30fc\u30bf, llms.txt, AI\u53ef\u8996\u6027\u8a08\u6e2c\",\n  \"about\": [\n    {\"@type\":\"Thing\",\"name\":\"\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\"},\n    {\"@type\":\"Thing\",\"name\":\"AI\u691c\u7d22\"},\n    {\"@type\":\"Thing\",\"name\":\"\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\"}\n  ]\n}<\/script><\/p>\n<p><script type=\"application\/ld+json\">{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"BreadcrumbList\",\n  \"itemListElement\": [\n    {\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30ec\u30dd\u30fc\u30c8\"},\n    {\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff08GEO\uff092026\u5e748\u6708\u30ec\u30dd\u30fc\u30c8\"}\n  ]\n}<\/script><\/p>","protected":false},"excerpt":{"rendered":"<p>2026\u5e741\u6708\u301c8\u6708\u306b\u516c\u958b\u3055\u308c\u305fAI\u691c\u7d22\u30fbGEO\u95a2\u9023\u306e\u5b9f\u6e2c\u30c7\u30fc\u30bf\u3092\u3001\u4e00\u6b21\u30bd\u30fc\u30b9\u57fa\u6e96\u3067\u6574\u7406\u3057\u305f\u72ec\u7acb\u30ec\u30dd\u30fc\u30c8\u3067\u3059\u3002AI\u8981\u7d04\u306e\u5f15\u7528\u5143\u304cGoogle\u4e0a\u4f4d10\u4f4d\u304b\u3089\u6765\u308b\u5272\u5408\u306f76%\u219238%\u3078\u534a\u6e1b\u3057\u3001\u5f15\u7528\u3055\u308c\u305f\u5834\u5408\u306eCTR\u306f+120%\uff082.07%\u5bfe0.94%\uff09\u3002llms.txt\u306fGoogle\u304c\u516c\u5f0f\u306b\u300c\u4e0d\u8981\u300d\u3068\u660e\u8a00\u3057\u3001\u4fa1\u683c\u30fb\u65e5\u4ed8\u306e\u8a18\u8f09\u306f\u30aa\u30c3\u30ba\u6bd410,000\u8d85\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002AI\u7d4c\u7531\u306e\u6d41\u5165\u304c\u5168\u4f53\u306b\u5360\u3081\u308b\u5272\u5408\u306f0.14\u301c0.32%\u30673\u8abf\u67fb\u304c\u4e00\u81f4\u3057\u3066\u3044\u307e\u3059\u3002\u65e5\u672c\u5e02\u5834\u306e\u56fa\u6709\u6027\u3001\u8a08\u6e2c\u6a19\u6e96\u306e\u6210\u7acb\u3001\u307e\u3060\u5206\u304b\u3063\u3066\u3044\u306a\u3044\u3053\u3068\u307e\u3067\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002<\/p>","protected":false},"author":2,"featured_media":6648,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"footnotes":""},"categories":[38,17,37],"tags":[],"class_list":["post-6649","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aio","category-geo","category-llmo"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/6649","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/comments?post=6649"}],"version-history":[{"count":2,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/6649\/revisions"}],"predecessor-version":[{"id":6663,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/6649\/revisions\/6663"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/media\/6648"}],"wp:attachment":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/media?parent=6649"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/categories?post=6649"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/tags?post=6649"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}