{"id":5375,"date":"2025-07-21T02:48:30","date_gmt":"2025-07-20T17:48:30","guid":{"rendered":"https:\/\/linkwin.jp\/column\/?p=5375"},"modified":"2025-09-15T23:18:08","modified_gmt":"2025-09-15T14:18:08","slug":"5375","status":"publish","type":"post","link":"https:\/\/linkwin.jp\/column\/?p=5375","title":{"rendered":"LLMO\u5bfe\u7b56\u3068\u306f\uff1fSEO\u3084AEO\u3068\u306e\u9055\u3044\u3084\u5177\u4f53\u7684\u306a\u6700\u9069\u5316\u30fb\u5bfe\u7b56\u65b9\u6cd5"},"content":{"rendered":"<p>LLMO\uff08Large Language Model Optimization\uff09\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3001\u4f8b\u3048\u3070ChatGPT\u306a\u3069\u306eAI\u304c\u51fa\u529b\u3059\u308b\u56de\u7b54\u306b\u304a\u3044\u3066\u3001\u81ea\u793e\u306e\u60c5\u5831\u3084\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u512a\u5148\u7684\u306b\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u5316\u65bd\u7b56\u3067\u3059\u3002<\/p>\n<p>\u6700\u8fd1\u3067\u306f\u3001\u5f93\u6765\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u52a0\u3048\u3066\u3001AI\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u5fdc\u7b54\u3092\u901a\u3058\u3066\u60c5\u5831\u3092\u5f97\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u5897\u52a0\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7279\u306bGoogle\u3067\u306f\u3001\u300cAI Overview\u300d\u3068\u547c\u3070\u308c\u308bAI\u751f\u6210\u306e\u56de\u7b54\u304c\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u90e8\u306b\u8868\u793a\u3055\u308c\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u304a\u308a\u3001\u5f93\u6765\u306eSEO\u3084\u30ea\u30b9\u30c6\u30a3\u30f3\u30b0\u5e83\u544a\u4ee5\u4e0a\u306b\u30e6\u30fc\u30b6\u30fc\u63a5\u70b9\u3068\u3057\u3066\u306e\u91cd\u8981\u6027\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001AI\u304c\u63d0\u793a\u3059\u308b\u60c5\u5831\u306e\u4e2d\u306b\u3001\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u3084Web\u30b5\u30a4\u30c8\u304c\u5f15\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u50cd\u304d\u304b\u3051\u308b\u5fc5\u8981\u304c\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304c\u307e\u3055\u306b\u3001LLMO\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531\u3067\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001LLMO\u306f\u307e\u3060\u65b0\u3057\u3044\u6982\u5ff5\u3067\u3042\u308a\u3001\u6a19\u6e96\u5316\u3055\u308c\u305f\u5b9f\u8df5\u65b9\u6cd5\u3084\u5177\u4f53\u7684\u306a\u6210\u679c\u306e\u6e2c\u5b9a\u306b\u3064\u3044\u3066\u306f\u4eca\u5f8c\u306e\u7814\u7a76\u30fb\u5b9f\u8a3c\u304c\u6c42\u3081\u3089\u308c\u308b\u6bb5\u968e\u3067\u3059\u3002<\/p>\n<h2>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u6982\u8981<\/h2>\n<p>LLM\uff08Large Language Model\uff09\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u8a13\u7df4\u3055\u308c\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u81ea\u7136\u306a\u8a00\u8a9e\u3092\u751f\u6210\u3057\u305f\u308a\u3001\u7406\u89e3\u3057\u305f\u308a\u3067\u304d\u308bAI\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u6280\u8853\u306b\u3088\u3063\u3066\u3001\u6587\u7ae0\u306e\u81ea\u52d5\u751f\u6210\u3084\u8cea\u554f\u5fdc\u7b54\u3001\u8981\u7d04\u3001\u7ffb\u8a33\u306a\u3069\u304c\u53ef\u80fd\u3068\u306a\u308a\u3001\u5f93\u6765\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u5b9f\u73fe\u304c\u96e3\u3057\u304b\u3063\u305f\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee3\u8868\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u3001OpenAI\u306e\u300cChatGPT\u300d\u3084Google\u306e\u300cGemini\uff08\u65e7Bard\uff09\u300d\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u4e2d\u306b\u542b\u307e\u308c\u308b\u8aa4\u60c5\u5831\u3092\u305d\u306e\u307e\u307e\u51fa\u529b\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u305f\u3081\uff08\u3044\u308f\u3086\u308b\u201c\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u201d\uff09\u3001\u5b9f\u969b\u306b\u6d3b\u7528\u3059\u308b\u969b\u306b\u306f\u5185\u5bb9\u306e\u691c\u8a3c\u3092\u884c\u3046\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2>\u306a\u305c\u4eca\u3001LLMO\u5bfe\u7b56\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b\uff1f<\/h2>\n<p>\u8fd1\u5e74\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u53ce\u96c6\u624b\u6bb5\u3068\u3057\u3066\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u691c\u7d22\u884c\u52d5\u304c\u65e5\u5e38\u5316\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u3001LLMO\uff08Large Language Model Optimization\uff09\u5bfe\u7b56\u304c\u91cd\u8996\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u5927\u304d\u306a\u7406\u7531\u306e\u3072\u3068\u3064\u3067\u3059\u3002 \u4e2d\u3067\u3082\u8a71\u984c\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u3001Google\u304c2024\u5e74\u306b\u5c0e\u5165\u3057\u305f\u300cAI Overview\u300d\u3067\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u5bfe\u3057\u3066AI\u304c\u81ea\u52d5\u3067\u8981\u7d04\u30fb\u89e3\u8aac\u3092\u884c\u3044\u3001\u901a\u5e38\u306e\u691c\u7d22\u7d50\u679c\u3088\u308a\u3082\u4e0a\u4f4d\u306b\u305d\u306e\u56de\u7b54\u304c\u8868\u793a\u3055\u308c\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Google Japan Blog\u306b\u3088\u308c\u3070\u30012025\u5e745\u670821\u65e5\u6642\u70b9\u3067\u3001AI Overview\u306f\u4e16\u754c\u4e2d\u306715\u5104\u4eba\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u3059\u3067\u306b200\u4ee5\u4e0a\u306e\u56fd\u3084\u5730\u57df\u306b\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306e\u767b\u5834\u306b\u3088\u308a\u3001\u5f93\u6765\u306e\u691c\u7d22\u9806\u4f4d\u3088\u308a\u3082AI\u306b\u3088\u308b\u56de\u7b54\u304c\u30e6\u30fc\u30b6\u30fc\u306e\u76ee\u306b\u89e6\u308c\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u308b\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001AI Overview\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u591a\u304f\u306f\u3001\u691c\u7d22\u4f53\u9a13\u306b\u6e80\u8db3\u3057\u3066\u3044\u308b\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u691c\u7d22\u306e\u56de\u6570\u81ea\u4f53\u3082\u5897\u52a0\u50be\u5411\u306b\u3042\u308b\u3053\u3068\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u00a0<\/p>\n<p>\u6628\u5e74\u306e\u767a\u8868\u4ee5\u6765\u3001AI \u306b\u3088\u308b\u6982\u8981\u306f 15 \u5104\u4eba\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u73fe\u5728\u3067\u306f 200 \u306e\u56fd\u3068\u5730\u57df\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002AI \u306b\u3088\u308b\u6982\u8981\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u691c\u7d22\u7d50\u679c\u306b\u6e80\u8db3\u3057\u3001\u691c\u7d22\u306e\u983b\u5ea6\u3082\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"blockquote_ref\">\n<blockquote>\n<div>\u6628\u5e74\u306e\u767a\u8868\u4ee5\u6765\u3001AI \u306b\u3088\u308b\u6982\u8981\u306f 15 \u5104\u4eba\u4ee5\u4e0a\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u73fe\u5728\u3067\u306f 200 \u306e\u56fd\u3068\u5730\u57df\u3067\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002AI \u306b\u3088\u308b\u6982\u8981\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u691c\u7d22\u7d50\u679c\u306b\u6e80\u8db3\u3057\u3001\u691c\u7d22\u306e\u983b\u5ea6\u3082\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/blog.google\/intl\/ja-jp\/company-news\/inside-google\/google-io-2025-keynote-sundar-pichai\/\" target=\"_blank\" rel=\"noopener\">\u5f15\u7528\uff1aGoogle Japan Blog<\/a><\/div>\n<\/blockquote>\n<div>\u00a0<\/div>\n<\/div>\n<p>\u3053\u306e\u3088\u3046\u306a\u5909\u5316\u306b\u4f34\u3044\u3001\u5546\u54c1\u6bd4\u8f03\u3084\u8cfc\u5165\u691c\u8a0e\u3001\u30b5\u30fc\u30d3\u30b9\u9078\u5b9a\u3068\u3044\u3063\u305f\u5834\u9762\u3067\u3082\u3001\u751f\u6210AI\u3092\u6d3b\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u304c\u7740\u5b9f\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u3001Attest\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001\u5168\u4f53\u306e\u7d0447%\u306e\u6d88\u8cbb\u8005\u304c\u300c\u751f\u6210AI\u3092\u4f7f\u3063\u3066\u8cfc\u8cb7\u524d\u306b\u30ea\u30b5\u30fc\u30c1\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u56de\u7b54\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u73fe\u5728\u306e\u30c7\u30b8\u30bf\u30eb\u74b0\u5883\u3067\u306f\u3001AI\u306b\u3088\u308b\u691c\u7d22\u7d50\u679c\u306b\u4f01\u696d\u540d\u3084\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u3068\u3001\u672c\u6765\u63a5\u70b9\u3092\u6301\u3066\u305f\u306f\u305a\u306e\u898b\u8fbc\u307f\u9867\u5ba2\u3092\u9003\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u308f\u3051\u3067\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u72b6\u6cc1\u304b\u3089\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3001AI\u306b\u3088\u308b\u56de\u7b54\u306b\u81ea\u793e\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u7d44\u307f\u8fbc\u307e\u305b\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u300cLLMO\u5bfe\u7b56\u300d\u306b\u672c\u683c\u7684\u306b\u53d6\u308a\u7d44\u307f\u59cb\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u3001\u5b9f\u969b\u306b\u5f0a\u793e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3001\u304a\u304b\u3082\u3068\u5f13\u524a\u6574\u9aa8\u9662\u3067\u306egoogle\u691c\u7d22\u306b\u304a\u3051\u308bLLMO\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n<a href=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto.png\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-5437\" src=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto.png\" alt=\"\" width=\"840\" height=\"844\" srcset=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto.png 840w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto-300x300.png 300w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto-150x150.png 150w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/okamoto-768x772.png 768w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><\/a>\n<p>\u4ee5\u4e0b\u304c\u3001\u540c\u3058\u304f\u3001\u5f0a\u793e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u300c\u30af\u30e9\u30c3\u30bb\u6b6f\u79d1\u300d\u69d8\u306echatgpt\u3067\u306e\u691c\u7d22\u7d50\u679c\u3067\u3059\u3002<\/p>\n<a href=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/classe.png\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-5438\" src=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/classe.png\" alt=\"\" width=\"849\" height=\"747\" srcset=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/classe.png 849w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/classe-300x264.png 300w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/classe-768x676.png 768w\" sizes=\"(max-width: 849px) 100vw, 849px\" \/><\/a>\n<h2><span id=\"LLMOSEO\">LLMO\u5bfe\u7b56\u3068SEO\u306e\u76f8\u9055\u70b9<\/span><\/h2>\n<p>LLMO\u3068SEO\u306f\u4f55\u304c\u9055\u3046\u306e\u304b\uff1f LLMO\u3068SEO\u306f\u3044\u305a\u308c\u3082\u691c\u7d22\u884c\u52d5\u306b\u5bfe\u3059\u308b\u6226\u7565\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u65b9\u5411\u6027\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002 LLMO\u5bfe\u7b56\u306f\u3001ChatGPT\u306e\u3088\u3046\u306a\u751f\u6210AI\u306b\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u3084\u30d6\u30e9\u30f3\u30c9\u60c5\u5831\u304c\u81ea\u7136\u306b\u5f15\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u5de5\u592b\u3059\u308b\u53d6\u308a\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001SEO\uff08\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\uff09\u306f\u3001Google\u306a\u3069\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u4e0a\u3067\u7279\u5b9a\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u304a\u3044\u3066\u81ea\u793e\u30b5\u30a4\u30c8\u3092\u4e0a\u4f4d\u306b\u8868\u793a\u3055\u305b\u308b\u305f\u3081\u306e\u6280\u8853\u7684\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u7684\u306a\u65bd\u7b56\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u3064\u307e\u308a\u3001SEO\u306f\u5f93\u6765\u306e\u691c\u7d22\u7d50\u679c\u306e\u201c\u9806\u4f4d\u201d\u306b\u6ce8\u76ee\u3057\u3066\u3044\u308b\u306e\u306b\u5bfe\u3057\u3001LLMO\u306f\u201cAI\u304c\u4f55\u3092\u6839\u62e0\u3068\u3057\u3066\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u304b\u201d\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u5bfe\u7b56\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>LLMO<\/th>\n<th>SEO<\/th>\n<\/tr>\n<tr>\n<td>\u76ee\u7684<\/td>\n<td>AI\u306b\u81ea\u793e\u306e\u60c5\u5831\u3092\u6b63\u3057\u304f\u8a8d\u8b58\u30fb\u5f15\u7528\u3055\u305b\u3001\u56de\u7b54\u306b\u51fa\u5178\u30ea\u30f3\u30af\u3092\u63b2\u8f09\u3055\u305b\u308b\u3053\u3068<\/td>\n<td>\u691c\u7d22\u7d50\u679c\u3067\u4e0a\u4f4d\u8868\u793a\u3055\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u30af\u30ea\u30c3\u30af\u3055\u308c\u3066\u30b5\u30a4\u30c8\u8a2a\u554f\u306b\u3064\u306a\u3052\u308b\u3053\u3068<\/td>\n<\/tr>\n<tr>\n<td>\u5bfe\u7b56\u5bfe\u8c61<\/td>\n<td>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u308bAI\uff08ChatGPT\u3001Perplexity\u3001Gemini\u306a\u3069\uff09<\/td>\n<td>\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\uff08Google\u3001Yahoo! \u306a\u3069\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u63b2\u8f09\u3055\u308c\u308b\u5834\u6240<\/td>\n<td>AI\u691c\u7d22\u306e\u56de\u7b54\u753b\u9762\uff08\u56de\u7b54\u306e\u4e00\u90e8\u3084\u5f15\u7528\u30ea\u30f3\u30af\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u308b\uff09<\/td>\n<td>\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u691c\u7d22\u7d50\u679c\u30da\u30fc\u30b8\uff08\u30b9\u30cb\u30da\u30c3\u30c8\u3084\u30b5\u30a4\u30c8\u30ea\u30f3\u30af\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u308b\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u691c\u7d22\u30c8\u30ea\u30ac\u30fc<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u304cAI\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u8cea\u554f\u3084\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u5165\u529b\u3059\u308b<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u304c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u691c\u7d22\u3092\u5b9f\u884c\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u63b2\u8f09\u307e\u3067\u306e\u30d5\u30ed\u30fc<\/td>\n<td>\u30af\u30ed\u30fc\u30eb\u2192\u5b66\u7fd2\u2192\u56de\u7b54\u751f\u6210<\/td>\n<td>\u30af\u30ed\u30fc\u30eb\u2192\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u2192\u9806\u4f4d\u4ed8\u3051<\/td>\n<\/tr>\n<tr>\n<td>\u30e6\u30fc\u30b6\u30fc\u884c\u52d5<\/td>\n<td>\u81ea\u7136\u8a00\u8a9e\u3067\u691c\u7d22\u2192\u56de\u7b54\u3092\u78ba\u8a8d\u2192\u53c2\u8003\/\u5f15\u7528\u30ea\u30f3\u30af\u5148\u3078\u9077\u79fb\uff08\u4efb\u610f\uff09<\/td>\n<td>\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u691c\u7d22\u2192\u691c\u7d22\u7d50\u679c\u3092\u78ba\u8a8d\u2192\u5404\u30b5\u30a4\u30c8\u3078\u9077\u79fb\u2192\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u78ba\u8a8d<\/td>\n<\/tr>\n<tr>\n<td>\u52b9\u679c\u6e2c\u5b9a\u6307\u6a19<\/td>\n<td>\u30fb\u56de\u7b54\u5185\u3067\u306e\u30ea\u30f3\u30af\u8868\u793a\u56de\u6570<br \/>\n\u30fb\u5404AI\u30b5\u30fc\u30d3\u30b9\u304b\u3089\u306e\u6d41\u5165\u6570<\/td>\n<td>\u30fb\u691c\u7d22\u9806\u4f4d<br \/>\n\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u6570<br \/>\n\u30fbCV\u6570\u306a\u3069<\/td>\n<\/tr>\n<tr>\n<td>\u904b\u7528\u4e0a\u306e\u4e3b\u306a\u624b\u6cd5<\/td>\n<td>llms.txt\u306e\u4f5c\u6210\u30fb\u8a2d\u7f6e\u3001\u72ec\u81ea\u30c7\u30fc\u30bf\u30fb\u4e00\u6b21\u60c5\u5831\u306e\u8ffd\u52a0\u3001\u30b5\u30a4\u30c8\u3084\u60c5\u5831\u306e\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3001\u69cb\u9020\u5316\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306e\u5b9f\u65bd<\/td>\n<td>\u30b5\u30a4\u30c8\u5185\u90e8\u306e\u6700\u9069\u5316\u3001\u88ab\u30ea\u30f3\u30af\u7372\u5f97\u3001\u691c\u7d22\u610f\u56f3\u3092\u6e80\u305f\u3059\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210\u3001EEAT\u5bfe\u7b56<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span id=\"GEOAIO\">GEO\u3084AIO\u3068\u306e\u9055\u3044<\/span><\/h3>\n<p>\u73fe\u5728\u3001LLMO\u4ee5\u5916\u306b\u3082\u4f3c\u305f\u3088\u3046\u306a\u6982\u5ff5\u3092\u8868\u3059\u7528\u8a9e\u304c\u8907\u6570\u3042\u308a\u307e\u3059\u3002<br \/>\n\u6df7\u540c\u3057\u3084\u3059\u3044\u306e\u3067\u3001\u3053\u3053\u3067\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><b>\uff1cLLMO\u306b\u4f3c\u305f\u7528\u8a9e\u306e\u610f\u5473\uff1e<\/b><\/p>\n<table class=\"scrollable-table\" border=\"1\">\n<tbody>\n<tr bgcolor=\"#008081\">\n<th>\u7528\u8a9e<\/th>\n<th>\u6b63\u5f0f\u540d\u79f0<\/th>\n<th>\u6982\u8981<\/th>\n<\/tr>\n<tr>\n<th bgcolor=\"#e6f1f3\">GEO<\/th>\n<td>Generative Engine Optimization<\/td>\n<td>\u300c\u751f\u6210\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\u300d\u3068\u8a33\u3055\u308c\u3001<b><span class=\"underline\">LLMO\u3068\u307b\u307c\u540c\u3058\u610f\u5473<\/span><\/b>\u3067\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002<br \/>\n\u751f\u6210AI\u30a8\u30f3\u30b8\u30f3\u3068\u305d\u306e\u56de\u7b54\u30ed\u30b8\u30c3\u30af\u306b\u5bfe\u3059\u308b\u6700\u9069\u5316\u3092\u6307\u3057\u3001AI\u304cWeb\u691c\u7d22\u3092\u901a\u3058\u3066\u60c5\u5831\u3092\u63a2\u3059\u969b\u306b\u3001\u81ea\u30b5\u30a4\u30c8\u304c\u5f15\u7528\u3055\u308c\u308b\u3088\u3046\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u3002<\/td>\n<\/tr>\n<tr>\n<th bgcolor=\"#e6f1f3\">AIO<\/th>\n<td>AI Optimization<\/td>\n<td>\u300cAI\u6700\u9069\u5316\u300d\u3068\u8a33\u3055\u308c\u3001<b><span class=\"underline\">LLMO\u3084GEO\u3092\u5305\u542b\u3059\u308b\u3088\u308a\u5e83\u3044\u6982\u5ff5<\/span><\/b>\u3002<br \/>\n\u751f\u6210AI\u3060\u3051\u3067\u306a\u304f\u3001\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u306a\u3069\u3001\u3042\u3089\u3086\u308bAI\u306b\u5bfe\u3059\u308b\u6700\u9069\u5316\u306e\u7dcf\u79f0\u3068\u3057\u3066\u4f7f\u308f\u308c\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<th bgcolor=\"#e6f1f3\">AEO<\/th>\n<td>Answer Engine Optimization<\/td>\n<td>\u300c\u56de\u7b54\u30a8\u30f3\u30b8\u30f3\u6700\u9069\u5316\u300d\u3068\u8a33\u3055\u308c\u3001<b><span class=\"underline\">AI\u304c\u751f\u6210\u3059\u308b\u300c\u56de\u7b54\u300d\u305d\u306e\u3082\u306e\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u6700\u9069\u5316<\/span><\/b>\u3092\u6307\u3059\u3002<br \/>\n\u8cea\u554f\u306b\u5bfe\u3059\u308b\u76f4\u63a5\u7684\u306a\u56de\u7b54\u3092\u63d0\u4f9b\u3059\u308bAI\u30b7\u30b9\u30c6\u30e0\u306b\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u7279\u5fb4\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>LLMO\u6642\u4ee3\u306e\u5230\u6765\u3067\u3001\u691c\u7d22\u4f53\u9a13\u306f\u3069\u3046\u5909\u308f\u308b\u306e\u304b\uff1f<\/h2>\n<p>AI\u306b\u3088\u308b\u691c\u7d22\u304c\u4e00\u822c\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u53ce\u96c6\u30b9\u30bf\u30a4\u30eb\u306b\u3082\u5927\u304d\u306a\u5909\u5316\u304c\u8a2a\u308c\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u6700\u305f\u308b\u3082\u306e\u304c\u3001\u300cWeb\u30b5\u30a4\u30c8\u3092\u8a2a\u308c\u305a\u3001AI\u306e\u56de\u7b54\u3060\u3051\u3067\u6e80\u8db3\u3057\u3066\u3057\u307e\u3046\u300d\u3068\u3044\u3046\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3067\u3059\u3002 \u5f93\u6765\u306e\u691c\u7d22\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306fGoogle\u3084Yahoo\u306a\u3069\u306e\u691c\u7d22\u30dc\u30c3\u30af\u30b9\u306b\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3001\u8868\u793a\u3055\u308c\u305f\u30ea\u30f3\u30af\u5148\u306eWeb\u30da\u30fc\u30b8\u3092\u958b\u3044\u3066\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u5f97\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u751f\u6210AI\u304c\u4e3b\u5f79\u306b\u306a\u308b\u65b0\u305f\u306a\u691c\u7d22\u4f53\u9a13\u3067\u306f\u3001\u691c\u7d22\u7d50\u679c\u306b\u8868\u793a\u3055\u308c\u308bAI\u306b\u3088\u308b\u8981\u7d04\u3084\u56de\u7b54\u3060\u3051\u3067\u76ee\u7684\u3092\u9054\u6210\u3057\u3001\u305d\u306e\u307e\u307e\u691c\u7d22\u3092\u7d42\u3048\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002 \u3053\u306e\u3088\u3046\u306a\u300c\u30af\u30ea\u30c3\u30af\u3055\u308c\u306a\u3044\u691c\u7d22\u300d\u306e\u50be\u5411\u306f\u3001\u300c\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u691c\u7d22\uff08Zero-click Search\uff09\u300d\u3068\u547c\u3070\u308c\u3066\u304a\u308a\u3001AI\u304c\u63d0\u4f9b\u3059\u308b\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u9ad8\u307e\u308b\u307b\u3069\u3001Web\u30b5\u30a4\u30c8\u3078\u306e\u9077\u79fb\u304c\u6e1b\u5c11\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/p>\n<h2>AI Overview\u306e\u5f71\u97ff\u3068\u3001\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u691c\u7d22\u306b\u5bfe\u3059\u308b\u61f8\u5ff5<\/h2>\n<p><a href=\"https:\/\/ahrefs.com\/blog\/ai-overviews-reduce-clicks\/\">ahrefsblog<\/a>\u306e\u5206\u6790\u306b\u3088\u308c\u3070\u3001AI Overview\u304c\u8868\u793a\u3055\u308c\u308b\u691c\u7d22\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u306f\u3001\u5f93\u6765\u306e\u691c\u7d22\u7d50\u679c\u3068\u6bd4\u8f03\u3057\u3066\u4e0a\u4f4d\u30da\u30fc\u30b8\u306e\u5e73\u5747\u30af\u30ea\u30c3\u30af\u7387\uff08CTR\uff09\u304c\u7d0434.5%\u3082\u4f4e\u4e0b\u3059\u308b\u3068\u3044\u3046\u30c7\u30fc\u30bf\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002 \u3064\u307e\u308a\u3001AI\u306b\u3088\u308b\u8981\u7d04\u3084\u56de\u7b54\u304c\u691c\u7d22\u753b\u9762\u306e\u6700\u4e0a\u90e8\u306b\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u305b\u305a\u306b\u691c\u7d22\u884c\u52d5\u3092\u7d42\u3048\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3068\u306f\u3044\u3048\u30012025\u5e747\u6708\u6642\u70b9\u3067\u306f\u3001\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u691c\u7d22\u306b\u3088\u308bWeb\u30b5\u30a4\u30c8\u8a2a\u554f\u6570\u306e\u5927\u5e45\u306a\u6e1b\u5c11\u304c\u5b9f\u969b\u306b\u8d77\u304d\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306b\u3064\u3044\u3066\u306f\u3001\u660e\u78ba\u306a\u7d50\u8ad6\u304c\u51fa\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u306e\u5206\u91ce\u3067\u306f\u30c7\u30fc\u30bf\u306b\u3070\u3089\u3064\u304d\u304c\u3042\u308a\u3001\u5c02\u9580\u5bb6\u306e\u610f\u898b\u3082\u5206\u304b\u308c\u3066\u3044\u308b\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002 \u305f\u3068\u3048\u3070\u3001\u30e1\u30c7\u30a3\u30a2\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300cChartbeat\u300d\u3067\u7814\u7a76\u54e1\u3092\u52d9\u3081\u308b\u30b7\u30f3\u30b7\u30a2\u30fb\u30d6\u30fc\u6c0f\u306f\u3001\u4e16\u754c\u4e2d\u306e4,000\u4ee5\u4e0a\u306eWeb\u30e1\u30c7\u30a3\u30a2\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u52d5\u5411\u3092\u5206\u6790\u3057\u305f\u7d50\u679c\u30012025\u5e74\u306b\u5165\u3063\u3066\u4ee5\u964d\u3082Google\u691c\u7d22\u3084Discover\u304b\u3089\u306e\u8a2a\u554f\u8005\u6570\u306b\u76ee\u7acb\u3063\u305f\u5909\u5316\u306f\u78ba\u8a8d\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u4eee\u306b\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u691c\u7d22\u304c\u4eca\u5f8c\u3055\u3089\u306b\u9032\u884c\u3057\u305f\u5834\u5408\u3001\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u306f\u300c\u30b5\u30fc\u30d3\u30b9\u540d\u300d\u3084\u300c\u30d6\u30e9\u30f3\u30c9\u540d\u300d\u3092\u660e\u78ba\u306b\u5165\u529b\u3057\u3066\u76f4\u63a5\u7684\u306b\u4f01\u696d\u30b5\u30a4\u30c8\u3092\u8a2a\u308c\u308b\u300c\u6307\u540d\u691c\u7d22\u300d\u306b\u884c\u52d5\u3092\u30b7\u30d5\u30c8\u3055\u305b\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002 \u3053\u306e\u3088\u3046\u306a\u72b6\u6cc1\u3067\u306f\u3001\u5f93\u6765\u306eSEO\u3060\u3051\u3067\u306f\u691c\u7d22\u5e02\u5834\u3092\u7db2\u7f85\u3059\u308b\u306e\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>SEO\u65bd\u7b56\u306e\u307f\u3067\u306f\u3001AI\u304c\u4e3b\u5c0e\u3059\u308b\u691c\u7d22\u74b0\u5883\u3067\u60c5\u5831\u63a5\u70b9\u3092\u78ba\u4fdd\u3057\u7d9a\u3051\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u95a2\u5fc3\u3092\u9003\u3057\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u3042\u308b\u306e\u3067\u3059\u3002 \u305d\u3053\u3067\u5fc5\u8981\u3068\u306a\u308b\u306e\u304c\u3001AI\u306b\u3088\u308b\u56de\u7b54\u9818\u57df\u306b\u81ea\u793e\u306e\u60c5\u5831\u3092\u7684\u78ba\u306b\u53cd\u6620\u3055\u305b\u308b\u300cLLMO\u5bfe\u7b56\u300d\u3067\u3059\u3002\u691c\u7d22\u3068\u3044\u3046\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u5909\u5316\u3059\u308b\u4e2d\u3067\u3001AI\u306b\u9069\u5207\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u308b\u5de5\u592b\u304c\u3001\u4eca\u5f8c\u306e\u30c7\u30b8\u30bf\u30eb\u6226\u7565\u306b\u304a\u3044\u3066\u4e0d\u53ef\u6b20\u3068\u306a\u3063\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2><span id=\"LLMLLMO\">LLM\u306e\u4ed5\u7d44\u307f\u3068LLMO\u5bfe\u7b56\u306e\u57fa\u672c\u7684\u306a\u65b9\u91dd<\/span><\/h2>\n<p>LLM\u304c\u5b66\u7fd2\u304b\u3089\u56de\u7b54\u3092\u51fa\u529b\u3059\u308b\u307e\u3067\u306e\u6d41\u308c\u306f\u3001\u5927\u307e\u304b\u306b\u5206\u3051\u308b\u3068\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<h3>1,\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u8a00\u8a9e\u306e\u30eb\u30fc\u30eb\u3092\u5b66\u7fd2<\/h3>\n<img decoding=\"async\" loading=\"lazy\" class=\"size-full wp-image-5439 aligncenter\" src=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/1.jpeg\" alt=\"\" width=\"454\" height=\"340\" srcset=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/1.jpeg 454w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/1-300x225.jpeg 300w\" sizes=\"(max-width: 454px) 100vw, 454px\" \/>\n<p>\u751f\u6210AI\u304c\u81ea\u7136\u306a\u8a00\u8a9e\u3092\u64cd\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u307e\u3067\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u5b66\u7fd2\u30b9\u30c6\u30c3\u30d7\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u521d\u306e\u6bb5\u968e\u306f\u3001\u4eba\u9593\u306e\u8a00\u8449\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u201c\u571f\u53f0\u4f5c\u308a\u201d\u3067\u3059\u3002 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\/>\n\u8cea\u554f\u3068\u56de\u7b54\u304c\u660e\u78ba\u306b\u5206\u304b\u308c\u305f\u5b9a\u578b\u7684\u306a\u6587\u69cb\u9020\u306f\u3001AI\u306b\u3068\u3063\u3066\u610f\u5473\u306e\u7406\u89e3\u3084\u30d1\u30bf\u30fc\u30f3\u62bd\u51fa\u304c\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u60c5\u5831\u6e90\u3068\u3057\u3066\u6709\u5229\u306b\u50cd\u304d\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5c02\u9580\u7528\u8a9e\u3084\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u53cd\u5fa9\u4f7f\u7528<\/strong><br \/>\n\u7279\u5b9a\u306e\u30ef\u30fc\u30c9\u304c\u8907\u6570\u56de\u767b\u5834\u3059\u308b\u3053\u3068\u3067\u3001AI\u306b\u3068\u3063\u3066\u300c\u3053\u306e\u30da\u30fc\u30b8\u306f\u305d\u306e\u8a71\u984c\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u300d\u3068\u8a8d\u8b58\u3055\u308c\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u95a2\u9023\u8a9e\u3084\u540c\u7fa9\u8a9e\u3082\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528<\/strong><br 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src=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/serch0.jpg\" alt=\"\" width=\"383\" height=\"287\" srcset=\"https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/serch0.jpg 640w, https:\/\/linkwin.jp\/column\/wp-content\/uploads\/2025\/07\/serch0-300x225.jpg 300w\" sizes=\"(max-width: 383px) 100vw, 383px\" \/>\n<p>AI\u304c\u3088\u308a\u81ea\u7136\u3067\u6b63\u78ba\u306a\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u306b\u306f\u3001\u4eba\u9593\u306e\u5224\u65ad\u57fa\u6e96\u3092\u53d6\u308a\u5165\u308c\u305f\u300c\u54c1\u8cea\u8abf\u6574\u300d\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3053\u306e\u5de5\u7a0b\u3067\u306f\u3001AI\u304c\u4eba\u9593\u3089\u3057\u3044\u8a00\u8a9e\u611f\u899a\u306b\u6cbf\u3063\u305f\u5fdc\u7b54\u3092\u8fd4\u305b\u308b\u3088\u3046\u3001\u8ffd\u52a0\u5b66\u7fd2\u3084\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u4ed5\u7d44\u307f\u304c\u4f7f\u308f\u308c\u307e\u3059\u3002 \u4ee3\u8868\u7684\u306a\u624b\u6cd5\u306b\u306f\u6b21\u306e2\u3064\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u5fae\u8abf\u6574\uff09 \u512a\u308c\u305f\u5fdc\u7b54\u306e\u4e8b\u4f8b\u3084\u5c02\u9580\u6027\u306e\u9ad8\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306a\u3069\u3092AI\u306b\u518d\u5b66\u7fd2\u3055\u305b\u3001\u671b\u307e\u3057\u3044\u51fa\u529b\u50be\u5411\u3092\u5f37\u5316\u3057\u307e\u3059\u3002 RLHF\uff08\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6d3b\u7528\u3057\u305f\u5f37\u5316\u5b66\u7fd2\uff09 AI\u304c\u751f\u6210\u3057\u305f\u8907\u6570\u306e\u5fdc\u7b54\u3092\u4eba\u9593\u304c\u8a55\u4fa1\u3057\u3001\u300c\u3069\u306e\u56de\u7b54\u304c\u3088\u308a\u597d\u307e\u3057\u3044\u304b\u300d\u3092\u5224\u65ad\u3057\u3066\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u8fd4\u3059\u3053\u3068\u3067\u3001AI\u306f\u3088\u308a\u826f\u3044\u8fd4\u7b54\u306e\u65b9\u5411\u6027\u3092\u5b66\u3073\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u3066\u3001AI\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u4eba\u9593\u304c\u91cd\u8996\u3059\u308b\u8a55\u4fa1\u8ef8\u306b\u57fa\u3065\u3044\u305f\u5224\u65ad\u529b\u3092\u5099\u3048\u3066\u3044\u304d\u307e\u3059\u3002 \u60c5\u5831\u306e\u6b63\u78ba\u6027\uff08\u8aa4\u60c5\u5831\u3092\u907f\u3051\u308b\uff09 \u5185\u5bb9\u306e\u900f\u660e\u6027\uff08\u51fa\u5178\u3084\u6839\u62e0\u304c\u660e\u793a\u3055\u308c\u3066\u3044\u308b\u304b\uff09 \u8ad6\u7406\u6027\u3068\u4e00\u8cab\u6027\uff08\u77db\u76fe\u306e\u306a\u3044\u6587\u7ae0\u304b\u3069\u3046\u304b\uff09 \u3053\u306e\u6bb5\u968e\u3067\u3001AI\u306f\u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u6e90\u3092\u9078\u5225\u3059\u308b\u30b9\u30ad\u30eb\u3082\u9ad8\u307e\u3063\u3066\u3044\u304f\u305f\u3081\u3001\u81ea\u793e\u306eWeb\u30b5\u30a4\u30c8\u304c\u300c\u4fe1\u983c\u3055\u308c\u308b\u30bd\u30fc\u30b9\u300d\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u308b\u3053\u3068\u304c\u3001\u5f15\u7528\u3055\u308c\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u6761\u4ef6\u3068\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3 id=\"\u554f\u3044\u306b\u5fdc\u3058\u3066\u77e5\u8b58\u3092\u7d44\u307f\u5408\u308f\u305b\u5fdc\u7b54\"><span id=\"3\">\u554f\u3044\u306b\u5fdc\u3058\u3066\u77e5\u8b58\u3092\u7d44\u307f\u5408\u308f\u305b\u5fdc\u7b54<\/span><\/h3>\n<p>\u8a00\u8a9e\u306e\u69cb\u9020\u3092\u7406\u89e3\u3057\u3001\u5fdc\u7b54\u54c1\u8cea\u3092\u9ad8\u3081\u308b\u8a13\u7df4\u3092\u7a4d\u3093\u3060AI\u306f\u3001\u3044\u3088\u3044\u3088\u30e6\u30fc\u30b6\u30fc\u306e\u5177\u4f53\u7684\u306a\u554f\u3044\u304b\u3051\u306b\u5bfe\u3057\u3066\u8fd4\u7b54\u3092\u4f5c\u308b\u6bb5\u968e\u3078\u3068\u9032\u307f\u307e\u3059\u3002 \u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u8cea\u554f\u3084\u6307\u793a\uff09\u304c\u5165\u529b\u3055\u308c\u308b\u3068\u3001AI\u306f\u307e\u305a\u305d\u306e\u80cc\u5f8c\u306b\u3042\u308b\u610f\u56f3\u3084\u6587\u8108\u3092\u8aad\u307f\u53d6\u308d\u3046\u3068\u3057\u307e\u3059\u3002\u305d\u306e\u4e0a\u3067\u3001\u4e8b\u524d\u306b\u5b66\u7fd2\u3057\u305f\u77e5\u8b58\u306b\u52a0\u3048\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5916\u90e8\u306e\u60c5\u5831\u3092\u53c2\u7167\u3057\u307e\u3059\u3002\u3053\u306e\u969b\u306b\u4f7f\u308f\u308c\u308b\u6280\u8853\u306e\u3072\u3068\u3064\u304c\u3001Retrieval-Augmented Generation\uff08RAG\uff09\u3067\u3059\u3002<\/p>\n<p>RAG\u3067\u306f\u3001AI\u304c\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084Web\u60c5\u5831\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u691c\u7d22\u30fb\u53d6\u5f97\u3057\u3001\u305d\u308c\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u5fdc\u7b54\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002 \u96c6\u3081\u305f\u60c5\u5831\u306e\u4e2d\u304b\u3089\u3001\u8cea\u554f\u5185\u5bb9\u306b\u6700\u3082\u9069\u3057\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u9078\u3073\u51fa\u3057\u3001\u305d\u308c\u3089\u3092\u8ad6\u7406\u7684\u306b\u7d44\u307f\u7acb\u3066\u3066\u3001\u81ea\u7136\u306a\u5fdc\u7b54\u6587\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u306e\u95a2\u9023\u6027\u304c\u9ad8\u3044\u60c5\u5831\u3084\u3001\u8868\u30fb\u30ea\u30b9\u30c8\u306e\u3088\u3046\u306b\u6574\u7406\u3055\u308c\u305f\u5f62\u5f0f\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u51fa\u5178\u3084\u66f4\u65b0\u65e5\u304c\u8a18\u8f09\u3055\u308c\u305f\u4fe1\u983c\u6027\u306e\u3042\u308b\u60c5\u5831\u306f\u3001AI\u304c\u53c2\u7167\u3057\u3084\u3059\u3044\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002 \u5fdc\u7b54\u304c\u5b8c\u6210\u3057\u305f\u5f8c\u306f\u3001\u5185\u5bb9\u306b\u554f\u984c\u304c\u306a\u3044\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u5de5\u7a0b\u304c\u5165\u308a\u307e\u3059\u3002\u5dee\u5225\u7684\u306a\u8868\u73fe\u3084\u8aa4\u60c5\u5831\u3001\u4e0d\u9069\u5207\u306a\u5185\u5bb9\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u304b\u3069\u3046\u304b\u3092\u3001AI\u81ea\u8eab\u307e\u305f\u306f\u5916\u90e8\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u304c\u78ba\u8a8d\u3057\u3001\u305d\u306e\u3046\u3048\u3067\u30e6\u30fc\u30b6\u30fc\u306b\u56de\u7b54\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4>AI\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3084\u3059\u3044\u30b5\u30a4\u30c8\u306e\u7279\u5fb4<\/h4>\n<p>\u3053\u3046\u3057\u305fAI\u306e\u5fdc\u7b54\u751f\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u300cAI\u306b\u5f15\u7528\u3055\u308c\u3084\u3059\u3044Web\u30b5\u30a4\u30c8\u300d\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5171\u901a\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u60c5\u5831\u69cb\u9020\u3084\u4fe1\u983c\u6027\u306e\u89b3\u70b9\u304b\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5de5\u592b\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n<p><strong> \u30fb\u30da\u30fc\u30b8\u5192\u982d\u3067\u30c6\u30fc\u30de\u3084\u4e3b\u5f35\u3092\u660e\u793a\u3057\u3066\u3044\u308b <\/strong><\/p>\n<p>AI\u306f\u30da\u30fc\u30b8\u3092\u5168\u3066\u8aad\u3080\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u5192\u982d\u304b\u3089\u610f\u5473\u3092\u6c72\u307f\u53d6\u308b\u305f\u3081\u3001\u4e3b\u984c\u3092\u306f\u3063\u304d\u308a\u66f8\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><strong>\u30fb\u8868\u3084\u7b87\u6761\u66f8\u304d\u3092\u6d3b\u7528\u3057\u3066\u3001\u60c5\u5831\u3092\u8996\u899a\u7684\u306b\u6574\u7406\u3057\u3066\u3044\u308b <\/strong><\/p>\n<p>\u69cb\u9020\u5316\u3055\u308c\u305f\u60c5\u5831\u306f\u3001AI\u304c\u8981\u70b9\u3092\u3064\u304b\u307f\u3084\u3059\u304f\u3001\u5f15\u7528\u306b\u9069\u3057\u3066\u3044\u308b\u3068\u5224\u65ad\u3055\u308c\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30fb\u8981\u70b9\u3092\u30ea\u30b9\u30c8\u5f62\u5f0f\u3067\u660e\u793a\u3057\u3066\u3044\u308b<\/strong><\/p>\n<p>\u3000\u7b87\u6761\u66f8\u304d\u3084\u30bb\u30af\u30b7\u30e7\u30f3\u898b\u51fa\u3057\u3067\u307e\u3068\u3081\u3089\u308c\u305f\u5185\u5bb9\u306f\u3001AI\u304c\u6587\u8108\u3092\u8a8d\u8b58\u3057\u3084\u3059\u304f\u3001\u56de\u7b54\u6587\u306b\u53cd\u6620\u3055\u308c\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30fb\u516c\u958b\u65e5\u30fb\u66f4\u65b0\u65e5\u30fb\u51fa\u5178\u306a\u3069\u306e\u30e1\u30bf\u60c5\u5831\u3092\u8a18\u8f09\u3057\u3066\u3044\u308b <\/strong><\/p>\n<p>\u300c\u60c5\u5831\u304c\u3044\u3064\u3001\u3069\u306e\u3088\u3046\u306a\u6839\u62e0\u3067\u66f8\u304b\u308c\u305f\u304b\u300d\u3092\u793a\u3059\u8981\u7d20\u306f\u3001\u4fe1\u983c\u6027\u306e\u6307\u6a19\u3068\u3057\u3066AI\u304c\u91cd\u8996\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h2>LLMO\u5bfe\u7b56\u306e\u5177\u4f53\u7684\u306a\u65bd\u7b56\u3092\u89e3\u8aac<\/h2>\n<p>LLMO\u5bfe\u7b56\u306b\u304a\u3051\u308b\u65bd\u7b56\u3092\u3001\u77ed\u671f\u3067\u3059\u3050\u306b\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\u3068\u3001\u4e2d\u9577\u671f\u306b\u308f\u305f\u3063\u3066\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\u306b\u5206\u3051\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"\u77ed\u671f\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\"><span id=\"i\">\u77ed\u671f\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56<\/span><\/h3>\n<p>\u77ed\u671f\u3067\u4eca\u3059\u3050\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u8a73\u7d30<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<tr>\n<td>Google\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u767b\u9332<\/td>\n<td>\u4f1a\u793e\u540d\u3067\u306eGoogle\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306e\u4f5c\u6210<\/td>\n<td>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092LLM\uff08\u4e3b\u306bGemini\u3084AI Overview\uff09\u306b\u8a8d\u8b58\u3055\u305b\u308b<\/td>\n<\/tr>\n<tr>\n<td>llms.txt\u30d5\u30a1\u30a4\u30eb\u306e\u8a2d\u7f6e<\/td>\n<td>\u30eb\u30fc\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306bllms.txt\u3092\u8a2d\u7f6e\u3059\u308b<\/td>\n<td>LLM\u304c\u30b5\u30a4\u30c8\u306e\u69cb\u9020\u3084\u60c5\u5831\u3092\u5229\u7528\u3059\u308b\u88dc\u52a9\u3092\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>robots.txt\u306eAI\u30af\u30ed\u30fc\u30e9\u30fc\u3078\u306e\u5bfe\u5fdc<\/td>\n<td>robots.txt\u30d5\u30a1\u30a4\u30eb\u3067AI\u30af\u30ed\u30fc\u30e9\u30fc\u3078\u30af\u30ed\u30fc\u30eb\u53ef\u5426\u3092\u793a\u3059<\/td>\n<td>AI\u30af\u30ed\u30fc\u30e9\u30fc\u306b\u3088\u308b\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u8ca0\u8377\u3092\u548c\u3089\u3052\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u69cb\u9020\u5316\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306e\u5b9f\u88c5<\/td>\n<td>\u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30b5\u30a4\u30c8Top\u30da\u30fc\u30b8\u306b\u306f\u300cOrganization\u300d\u306a\u3069\u306e\u3001\u5404\u30da\u30fc\u30b8\u306b\u5408\u3063\u305f\u69cb\u9020\u5316\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306e\u5b9f\u88c5<br \/>\n\u203b\u53c2\u8003\uff1a<a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/structured-data\/organization?hl=ja\">Google\u691c\u7d22\u30bb\u30f3\u30c8\u30e9\u30eb<\/a><\/td>\n<td>LLM\u304c\u30b5\u30a4\u30c8\u5185\u306e\u60c5\u5831\u3092\u6b63\u3057\u304f\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u88dc\u52a9\u3092\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>About\u30da\u30fc\u30b8\u306e\u4f5c\u6210<\/td>\n<td>\u81ea\u793e\u3084\u30b5\u30fc\u30d3\u30b9\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63b2\u8f09\u3059\u308bAbout\u30da\u30fc\u30b8\u3092\u4f5c\u6210\u3059\u308b<\/td>\n<td>LLM\u304c\u81ea\u793e\u60c5\u5831\u3092\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u308c\u307e\u3067\u306b\u3054\u7d39\u4ecb\u3057\u305f\u65bd\u7b56\u306f\u3001\u307e\u3055\u306b\u4eca\u3059\u3050\u306b\u3067\u3082\u7740\u624b\u3059\u3079\u304d\u300cLLMO\u5bfe\u7b56\u306e\u571f\u53f0\u3065\u304f\u308a\u300d\u3068\u8a00\u3048\u308b\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u5bfe\u5fdc\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304cWeb\u30b5\u30a4\u30c8\u4e0a\u306e\u60c5\u5831\u3092\u7684\u78ba\u306b\u628a\u63e1\u30fb\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u3092\u6574\u3048\u308b\u5f79\u5272\u3092\u62c5\u3063\u3066\u3044\u307e\u3059\u3002 \u3069\u308c\u307b\u3069\u591a\u304f\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8ffd\u52a0\u3057\u3066\u3082\u3001\u60c5\u5831\u306e\u69cb\u9020\u3084\u898b\u305b\u65b9\u306b\u914d\u616e\u3055\u308c\u3066\u3044\u306a\u3051\u308c\u3070\u3001AI\u304c\u305d\u306e\u5185\u5bb9\u3092\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001\u305b\u3063\u304b\u304f\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u8cc7\u7523\u3082\u3001\u9069\u5207\u306b\u6d3b\u7528\u3055\u308c\u306a\u3044\u307e\u307e\u57cb\u3082\u308c\u3066\u3057\u307e\u3046\u30ea\u30b9\u30af\u304c\u3042\u308b\u306e\u3067\u3059\u3002 \u3060\u304b\u3089\u3053\u305d\u3001\u307e\u305a\u306f\u57fa\u672c\u7684\u306a\u6574\u5099\u3092\u5fb9\u5e95\u3057\u3001LLM\u304c\u60c5\u5831\u3092\u8aad\u307f\u53d6\u308a\u3084\u3059\u3044\u72b6\u614b\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u305d\u306e\u4e0a\u3067\u3001\u4e2d\u9577\u671f\u7684\u306a\u8996\u70b9\u306b\u7acb\u3063\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u6226\u7565\u3084\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u65bd\u7b56\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u3092\u3001\u79c1\u305f\u3061\u306f\u5f37\u304f\u304a\u3059\u3059\u3081\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u4e2d\u9577\u671f\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\"><span id=\"i-2\">\u4e2d\u9577\u671f\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56<\/span><\/h3>\n<p>\u4e2d\u9577\u671f\u3067\u53d6\u308a\u7d44\u3080\u3079\u304d\u65bd\u7b56\u306f\u3001\u305d\u306e\u76ee\u7684\u3084\u5bfe\u7b56\u3057\u305f\u3044LLM\u306b\u5fdc\u3058\u3066\u4ee5\u4e0b3\u7a2e\u306b\u5206\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u5bfe\u5fdcLLM<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<tr>\n<td>\u30b5\u30a4\u30c8\u5168\u4f53\u306eLLMO\u5bfe\u7b56<\/td>\n<td>\u30fbChatGPT<br \/>\n\u30fbGemini<br \/>\n\u30fbPerplexity<br \/>\n\u30fbAI Overview<\/td>\n<td>\u300c\u30b5\u30a4\u30c8\u5168\u4f53\u306e\u6a29\u5a01\u6027\u300d\u3084\u300c\u30d6\u30e9\u30f3\u30c9\u3084\u30b5\u30a4\u30c8\u3068\u306e\u30c8\u30d4\u30c3\u30af\u3068\u306e\u95a2\u9023\u6027\u300d\u3092\u9ad8\u3081\u3001\u30b5\u30a4\u30c8\u5168\u4f53\u3067LLM\u306b\u5f15\u7528\u3055\u308c\u3084\u3059\u3044\u3088\u3046\u306b\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u6bd4\u8f03\u6587\u8108\u30e1\u30a4\u30f3\u306eLLMO\u5bfe\u7b56<\/td>\n<td>\u30fbChatGPT<br \/>\n\u30fbGemini<br \/>\n\u30fbPerplexity<br \/>\n\u30fbAI Overview<\/td>\n<td>\u4e3b\u306b\u6bd4\u8f03\u6587\u8108\uff08\u4f8b\uff1a\u304a\u3059\u3059\u3081\u306e\u3007\u3007\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\uff09\u306e\u8cea\u554f\u3067\u3001\u81ea\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u3084\u30b5\u30a4\u30c8\u306e\u8a00\u53ca\u3092\u5f37\u5316\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>AI Overview\u7279\u5316\u306eLLMO\u5bfe\u7b56<\/td>\n<td>\u30fbAI Overview<\/td>\n<td>\u4e3b\u306bGoogle\u691c\u7d22\u306eAI Overview\u7b49\u306b\u30ea\u30f3\u30af\u4ed8\u304d\u3067\u63b2\u8f09\u3055\u308c\u308b\u3053\u3068\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u57fa\u672c\u7684\u306a\u65b9\u91dd\u3068\u3057\u3066\u306f\u3001Web\u4e0a\u3067\u306e\u60c5\u5831\u767a\u4fe1\u91cf\u3092\u6226\u7565\u7684\u306b\u5897\u3084\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u5b58\u5728\u3059\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u77e5\u8b58\u3092\u7372\u5f97\u30fb\u84c4\u7a4d\u3057\u3066\u3044\u304f\u305f\u3081\u3001\u81ea\u793e\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u591a\u304f\u516c\u958b\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u5fdc\u7b54\u5185\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u304c\u3001LLMO\u65bd\u7b56\u306e\u6700\u3082\u57fa\u672c\u7684\u304b\u3064\u91cd\u8981\u306a\u76ee\u7684\u306e\u3072\u3068\u3064\u3067\u3059\u3002 \u307e\u305f\u3001\u3053\u306e\u53d6\u308a\u7d44\u307f\u306f\u3001Google\u304c\u8a55\u4fa1\u6307\u6a19\u3068\u3057\u3066\u91cd\u8996\u3059\u308b\u300cE-E-A-T\uff08\u7d4c\u9a13\u30fb\u5c02\u9580\u6027\u30fb\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\uff09\u300d\u306e\u89b3\u70b9\u304b\u3089\u3082\u6709\u52b9\u306a\u5bfe\u7b56\u3068\u306a\u308a\u307e\u3059\u3002AI\u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u60c5\u5831\u6e90\u3092\u512a\u5148\u7684\u306b\u5f15\u7528\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u5916\u90e8\u304b\u3089\u306e\u88ab\u30ea\u30f3\u30af\u7372\u5f97\u3084\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30e1\u30c7\u30a3\u30a2\u30fb\u696d\u754c\u30b5\u30a4\u30c8\u306a\u3069\u3078\u306e\u63b2\u8f09\u304c\u4eca\u5f8c\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002\u00a0<\/p>\n<h4 id=\"\u30b5\u30a4\u30c8\u5168\u4f53\u306eLLMO\u5bfe\u7b56\">\u30b5\u30a4\u30c8\u5168\u4f53\u306eLLMO\u5bfe\u7b56<\/h4>\n<p><strong>\u30b5\u30a4\u30c8\u5168\u4f53\u306eLLMO\u5bfe\u7b56\u306f\u3001\u30b5\u30a4\u30c8\u5168\u4f53\u3067\u6a29\u5a01\u6027\u3084\u30c8\u30d4\u30c3\u30af\u3068\u306e\u95a2\u9023\u6027\u3092\u9ad8\u3081\u3001\u60c5\u5831\u304cLLM\u306b\u5f15\u7528\u3055\u308c\u3084\u3059\u3044\u3088\u3046\u6700\u9069\u5316\u3057\u3066\u3044\u304f\u65bd\u7b56\u3067\u3059\u3002<\/strong><\/p>\n<p>\u30b5\u30a4\u30c8\u5168\u4f53\u306eLLMO\u5bfe\u7b56\u306f\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u8a73\u7d30<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<tr>\n<td>\u88ab\u30ea\u30f3\u30af\u7372\u5f97<\/td>\n<td>\u6a29\u5a01\u6027\u3084\u95a2\u9023\u6027\u304c\u9ad8\u3044\u30b5\u30a4\u30c8\u306e\u88ab\u30ea\u30f3\u30af\u3092\u7372\u5f97\u3059\u308b<\/td>\n<td>\u6a29\u5a01\u6027\u304c\u9ad8\u3044\u30da\u30fc\u30b8\u307b\u3069\u306fLLM\u306e\u56de\u7b54\u4f5c\u6210\u306b\u5229\u7528\u3055\u308c\u3084\u3059\u3044\u50be\u5411\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u6a29\u5a01\u6027\u306e\u5411\u4e0a\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u542b\u3080PR\u65bd\u7b56\u306e\u5b9f\u65bd<\/td>\n<td>\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u3092\u4f8b\u3068\u3057\u305fPR\u65bd\u7b56\u3092\u5b9f\u65bd\u3059\u308b<\/td>\n<td>LLM\u306e\u5b66\u7fd2\u5143\u3068\u306a\u308bWeb\u4e0a\u306e\u81ea\u793e\u306b\u95a2\u3059\u308b\u8a00\u53ca\u91cf\u3092\u5897\u3084\u3057\u3001\u81ea\u793e\u3068\u30c8\u30d4\u30c3\u30af\u306e\u95a2\u9023\u6027\u3092\u5f37\u5316\u3059\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u696d\u754c\u306e\u6a29\u5a01\u3042\u308bWeb\u5a92\u4f53\u3067\u306e\u9732\u51fa<\/td>\n<td>\u6a29\u5a01\u30fb\u4fe1\u983c\u6027\u306e\u3042\u308bWeb\u5a92\u4f53\u3067\u7279\u96c6\u8a18\u4e8b\u3092\u4f5c\u6210\u3057\u3066\u3082\u3089\u3046<\/td>\n<td>\u81ea\u793e\u306eWeb\u4e0a\u3067\u306e\u8a00\u53ca\u6570\u3092\u5897\u3084\u3059\u3068\u3068\u3082\u306b\u3001\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\u306e\u5411\u4e0a\u3092\u56f3\u308b<\/td>\n<\/tr>\n<tr>\n<td>Youtube\u30fbSNS\u3067\u306e\u9732\u51fa<\/td>\n<td>\u95a2\u9023\u3059\u308bYoutube\u30c1\u30e3\u30f3\u30cd\u30eb\u3084SNS\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u53d6\u308a\u4e0a\u3052\u3066\u3082\u3089\u3046<\/td>\n<td>LLM\u306e\u5b66\u7fd2\u5143\u3068\u306a\u308b\u81ea\u793e\u306b\u95a2\u3059\u308bWeb\u4e0a\u306e\u8a00\u53ca\u6570\u3092\u5897\u3084\u3057\u3001\u81ea\u793e\u3068\u30c8\u30d4\u30c3\u30af\u306e\u7d10\u3065\u3051\u3092\u5f37\u5316\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"\u6bd4\u8f03\u6587\u8108\u30e1\u30a4\u30f3\u306eLLMO\u5bfe\u7b56\">\u6bd4\u8f03\u6587\u8108\u30e1\u30a4\u30f3\u306eLLMO\u5bfe\u7b56<\/h4>\n<p><strong>\u6bd4\u8f03\u6587\u8108\u30e1\u30a4\u30f3\u306eLLMO\u5bfe\u7b56\u306f\u3001\u300c\u304a\u3059\u3059\u3081\u306e\u3007\u3007\uff08\u5546\u54c1\u30fb\u30b5\u30fc\u30d3\u30b9\u306a\u3069\uff09\u3092\u6559\u3048\u3066\u300d\u306a\u3069\u3068\u3044\u3063\u305f\u8cea\u554f\u3078\u306eLLM\u306b\u3088\u308b\u56de\u7b54\u306b\u3001\u81ea\u793e\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u65bd\u7b56\u3067\u3059\u3002<\/strong><\/p>\n<p>\u6bd4\u8f03\u6587\u8108\u30e1\u30a4\u30f3\u306eLLMO\u5bfe\u7b56\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u8a73\u7d30<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<tr>\n<td>\u6bd4\u8f03\u8a18\u4e8b\u306e\u4f5c\u6210<\/td>\n<td>\u81ea\u793e\u3067\u300c\u3007\u3007\u3000\u304a\u3059\u3059\u3081\u300d\u3068\u3044\u3063\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u306e\u6bd4\u8f03\u8a18\u4e8b\u3092\u4f5c\u6210<\/td>\n<td>LLM\u306e\u5b66\u7fd2\u5143\u3068\u306a\u308b\u6bd4\u8f03\u8a18\u4e8b\u3092\u4f5c\u6210\u3057\u3001\u81ea\u793e\u3068\u30c8\u30d4\u30c3\u30af\u306e\u95a2\u9023\u6027\u3092\u5f37\u5316\u3092\u56f3\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u4ed6\u793e\u6bd4\u8f03\u8a18\u4e8b\u3067\u306e\u63b2\u8f09\u60c5\u5831\u306e\u76e3\u8996<\/td>\n<td>\u4ed6\u793e\u306e\u300c\u3007\u3007\u3000\u304a\u3059\u3059\u3081\u300d\u3068\u3044\u3063\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u8a18\u4e8b\u3067\u3001\u81ea\u793e\u306e\u30b5\u30fc\u30d3\u30b9\u30fb\u88fd\u54c1\u60c5\u5831\u304c\u6b63\u3057\u304f\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u304b\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u30fb\u4fee\u6b63\u4f9d\u983c<\/td>\n<td>LLM\u306e\u5b66\u7fd2\u5143\u3068\u306a\u308b\u7af6\u5408\u6bd4\u8f03\u8a18\u4e8b\u306b\u3001\u81ea\u793e\u60c5\u5831\u304c\u6b63\u3057\u304f\u63b2\u8f09\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u3068\u30c8\u30d4\u30c3\u30af\u306e\u95a2\u9023\u6027\u5f37\u5316\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4 id=\"AI Overview\u7279\u5316\u306eLLMO\u5bfe\u7b56\">AI Overview\u7279\u5316\u306eLLMO\u5bfe\u7b56<\/h4>\n<p><strong>AI Overview\u7279\u5316\u306e\u5bfe\u7b56\u306f\u3001\u73fe\u72b6\u7279\u306bLLMO\u5bfe\u7b56\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u5927\u304d\u3044\u3068\u8003\u3048\u3089\u308c\u308bAI Overview\u306b\u7279\u5316\u3057\u3001AI Overview\u5185\u306b\u81ea\u793e\u306e\u60c5\u5831\u30fb\u30ea\u30f3\u30af\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306e\u5bfe\u7b56\u3067\u3059\u3002<\/strong><\/p>\n<p>AI Overview\u7279\u5316\u306e\u5bfe\u7b56\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>\u8a73\u7d30<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<tr>\n<td>FAQ\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210<\/td>\n<td>\u300c\u3088\u304f\u3042\u308b\u8cea\u554f\u300d\u3084\u300cQ&amp;A\u300d\u3068\u3044\u3063\u305fFAQ\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5236\u4f5c\u3059\u308b<\/td>\n<td>LLM\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u3068\u8003\u3048\u3089\u308c\u308b\u5f62\u5f0f\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5236\u4f5c\u3057\u3001\u81ea\u793e\u306e\u767a\u4fe1\u3057\u305f\u60c5\u5831\u304cLLM\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u308b\u3053\u3068\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u30da\u30fc\u30b8\u5358\u4f4d\u3067\u4fe1\u983c\u6027\u306e\u3042\u308b\u60c5\u5831\u3092\u7528\u3044\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210<\/td>\n<td>\u88cf\u4ed8\u3051\u306e\u3068\u308c\u305f\u60c5\u5831\u3068\u60c5\u5831\u6e90\u3078\u306e\u767a\u30ea\u30f3\u30af\u3092\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u542b\u3081\u3001\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b<\/td>\n<td>\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u63b2\u8f09\u3057\u3066\u3044\u308b\u30b5\u30a4\u30c8\u3092LLM\uff08\u7279\u306bAI Overview\uff09\u306f\u53d6\u308a\u4e0a\u3052\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u60f3\u5b9a\u3067\u304d\u308b\u305f\u3081\u3001\u4fe1\u983c\u6027\u5411\u4e0a\u3092\u56f3\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30da\u30fc\u30b8\u5358\u4f4d\u3067LLM\u304c\u8a8d\u8b58\u3057\u3084\u3059\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u4f5c\u6210<\/td>\n<td>\u8868\u3084\u7b87\u6761\u66f8\u304d\u3068\u3044\u3063\u305f\u69cb\u9020\u5316\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b<\/td>\n<td>LLM\u306f\u8868\u3084\u7b87\u6761\u66f8\u304d\u7b49\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5229\u7528\u3057\u3084\u3059\u3044\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u3089\u3092\u542b\u3081\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5236\u4f5c\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u767a\u4fe1\u306e\u60c5\u5831\u304cLLM\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u308b\u3053\u3068\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<tr>\n<td>\u5bfe\u7b56\u3057\u305f\u3044\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u9023\u3059\u308b\u30da\u30fc\u30b8\u4f5c\u6210\u3068SEO\u5bfe\u7b56\u3092\u5b9f\u65bd\u3059\u308b<\/td>\n<td>\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u9023\u3059\u308b\u30da\u30fc\u30b8\u304c\u691c\u7d22\u4e0a\u4f4d\u306b\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u3001\u30da\u30fc\u30b8\u4f5c\u6210\u53ca\u3073SEO\u5bfe\u7b56\u3092\u884c\u3046<\/td>\n<td>LLM\uff08\u7279\u306bAI Overview\uff09\u306f\u691c\u7d22\u4e0a\u4f4d\u306e\u30da\u30fc\u30b8\u3092\u8981\u7d04\u5143\u30fb\u53c2\u7167\u5143\u3068\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001\u30da\u30fc\u30b8\u5358\u4f4d\u3067\u691c\u7d22\u4e0a\u4f4d\u3092\u76ee\u6307\u3059<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span id=\"LLMO-5\">LLMO\u306e\u30e1\u30ea\u30c3\u30c8<\/span><\/h2>\n<p data-start=\"104\" data-end=\"282\">\u57fa\u672c\u7684\u306a\u65b9\u91dd\u3068\u3057\u3066\u306f\u3001<strong data-start=\"115\" data-end=\"151\">Web\u4e0a\u3067\u306e\u60c5\u5831\u767a\u4fe1\u91cf\u3092\u6226\u7565\u7684\u306b\u5897\u3084\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059<\/strong>\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306b\u5b58\u5728\u3059\u308b\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u77e5\u8b58\u3092\u7372\u5f97\u30fb\u84c4\u7a4d\u3057\u3066\u3044\u304f\u305f\u3081\u3001<strong data-start=\"205\" data-end=\"251\">\u81ea\u793e\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u591a\u304f\u516c\u958b\u3059\u308b\u3053\u3068\u3067\u3001AI\u306e\u5fdc\u7b54\u5185\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059<\/strong>\u3002\u3053\u308c\u304c\u3001LLMO\u65bd\u7b56\u306e\u6700\u3082\u57fa\u672c\u7684\u304b\u3064\u91cd\u8981\u306a\u76ee\u7684\u306e\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n<p data-start=\"284\" data-end=\"477\">\u307e\u305f\u3001\u3053\u306e\u53d6\u308a\u7d44\u307f\u306f\u3001<strong data-start=\"295\" data-end=\"353\">Google\u304c\u8a55\u4fa1\u6307\u6a19\u3068\u3057\u3066\u91cd\u8996\u3059\u308b\u300cE-E-A-T\uff08\u7d4c\u9a13\u30fb\u5c02\u9580\u6027\u30fb\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\uff09\u300d\u306e\u89b3\u70b9\u304b\u3089\u3082\u6709\u52b9\u306a\u5bfe\u7b56<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002AI\u306f\u3001\u4fe1\u983c\u3067\u304d\u308b\u3068\u5224\u65ad\u3055\u308c\u305f\u60c5\u5831\u6e90\u3092\u512a\u5148\u7684\u306b\u5f15\u7528\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u305f\u3081\u3001<strong data-start=\"400\" 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Pro\u30012.0 Flash\u306a\u3069\uff09<\/p>\n<p>AI Overview\uff08AI\u30e2\u30fc\u30c9\uff09<\/p>\n<p>Perplexity\uff08Pro Search\u3001Deep Research\u306a\u3069\uff09<\/p>\n<\/blockquote>\n<p>\u4f8b\u3048\u3070\u3001OpenAI\u793e\u304c\u72ec\u81ea\u958b\u767a\u3057\u305fChatGPT\u306f\u300c\u30af\u30ed\u30fc\u30ba\u30c9AI\u300d\u3068\u547c\u3070\u308c\u308b\u30e2\u30c7\u30eb\u3067\u3001\u56de\u7b54\u5185\u306b\u30a6\u30a7\u30d6\u30ea\u30f3\u30af\u304c\u8868\u793a\u3055\u308c\u308b\u3053\u3068\u306f\u3042\u307e\u308a\u3042\u308a\u307e\u305b\u3093\u3002 \u5bfe\u3057\u3066\u3001Perplexity\u306f\u300cRetrieval-Augmented 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