{"id":5505,"date":"2025-10-20T17:25:25","date_gmt":"2025-10-20T08:25:25","guid":{"rendered":"https:\/\/fungry.co.jp\/cnaps\/?p=5505"},"modified":"2026-01-30T11:50:08","modified_gmt":"2026-01-30T02:50:08","slug":"technical-llm-optimization-and-llmo","status":"publish","type":"post","link":"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/","title":{"rendered":"LLM\u6700\u9069\u5316\u3068\u306f\uff1f\u30b3\u30b9\u30c8\u30fb\u7cbe\u5ea6\u6539\u5584\u306e\u6280\u8853\u304b\u3089LLMO\u3068\u306e\u95a2\u4fc2\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"860\" height=\"530\" src=\"https:\/\/fungry.co.jp\/newcnaps\/wp-content\/uploads\/2025\/10\/251020_main-1.jpg\" alt=\"\" class=\"wp-image-5521\" srcset=\"https:\/\/fungry.co.jp\/newcnaps\/wp-content\/uploads\/2025\/10\/251020_main-1.jpg 860w, https:\/\/fungry.co.jp\/newcnaps\/wp-content\/uploads\/2025\/10\/251020_main-1-768x473.jpg 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/><\/figure>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u305f\u96c6\u5ba2\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u65bd\u7b56\u300cLLM\u6700\u9069\u5316\u300d\u306b\u3064\u3044\u3066\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u300d\u3068\u3001AI\u691c\u7d22\u3067\u306e\u5f15\u7528\u3092\u76ee\u6307\u3059\u300cLLMO\uff08AIO\uff09\u30a2\u30d7\u30ed\u30fc\u30c1\u300d\u306e2\u3064\u306e\u5074\u9762\u306b\u5206\u3051\u3066\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cGoogle\u306eAI Overviews\u767b\u5834\u3067\u3001\u3053\u308c\u307e\u3067\u306eSEO\u5bfe\u7b56\u304c\u901a\u7528\u3057\u306a\u304f\u306a\u308b\u306e\u3067\u306f\uff1f\u300d<br>\u300c\u81ea\u793e\u958b\u767aAI\u306e\u30b3\u30b9\u30c8\u3084\u7cbe\u5ea6\u3092\u6539\u5584\u3057\u305f\u3044\u304c\u3001\u4f55\u304b\u3089\u624b\u3092\u3064\u3051\u308c\u3070\u3044\u3044\u304b\u5206\u304b\u3089\u306a\u3044\u300d<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u60a9\u307f\u3092\u62b1\u3048\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u958b\u767a\u306e\u62c5\u5f53\u8005\u5411\u3051\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u76ee\u7684\u3084\u7acb\u5834\u306b\u5fdc\u3058\u305f\u5177\u4f53\u7684\u306a\u624b\u6cd5\u3068\u6226\u7565\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div style=\"font-family: sans-serif;\">\n  <fieldset style=\"border: 2px solid #baac8d; border-radius: 8px; padding: 25px 15px 15px;\">\n    <legend style=\"background: #baac8d; padding: 6px 10px; border-radius: 5px; color: #ffffff; font-weight: bold; margin-left: 10px; font-size: 1em;\">\n      \u3053\u306e\u8a18\u4e8b\u3067\u5206\u304b\u308b\u3053\u3068\n    <\/legend>\n    <ul style=\"font-size: 16px; line-height: 1.8; margin-top: 0; padding-left: 1.2em;\">\n      <li>LLM\u6700\u9069\u5316\u306e2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\uff08\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\uff09\u306e\u9055\u3044<\/li>\n      <li>\u3010\u6280\u8853\u7de8\u3011\u30e2\u30c7\u30eb\u306e\u30b3\u30b9\u30c8\u30fb\u901f\u5ea6\u30fb\u7cbe\u5ea6\u3092\u6539\u5584\u3059\u308b5\u3064\u306e\u4e3b\u8981\u306a\u624b\u6cd5<\/li>\n      <li>\u3010SEO\u7de8\u3011AI\u306b\u81ea\u793e\u306e\u60c5\u5831\u3092\u5f15\u7528\u3055\u305b\u308b\u305f\u3081\u306eLLMO\u306e\u5177\u4f53\u7684\u306a4\u3064\u306e\u5b9f\u8df5\u624b\u6cd5<\/li>\n      <li>\u3069\u3061\u3089\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u512a\u5148\u3059\u3079\u304d\u304b\u306e\u5224\u65ad\u57fa\u6e96<\/li>\n    <\/ul>\n  <\/fieldset>\n<\/div>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3081\u3070\u3053\u308c\u307e\u3067\u66d6\u6627\u3060\u3063\u305f\u300cLLM\u6700\u9069\u5316\u300d\u306e\u5168\u4f53\u50cf\u304c\u660e\u78ba\u306b\u306a\u308a\u3001\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u3092\u63cf\u3051\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"embedded-custom-banner dl single-banner\">    <p class=\"embedded-custom-banner_title\">\u95a2\u9023\u8cc7\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/p>    <div class=\"banner-link banner-content\">        <div class=\"banner-content_under\">            <img decoding=\"async\" src=\"https:\/\/fungry.co.jp\/newcnaps\/wp-content\/uploads\/2026\/01\/image_2026_1_20.png\" 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class=\"banner-text\">\u751f\u6210AI\u306e\u57fa\u672c\u304b\u3089\u3001Perplexity\u3084ChatGPT\u306a\u3069\u76ee\u7684\u5225\u306e\u30c4\u30fc\u30eb\u4f7f\u3044\u5206\u3051\u3001AI\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u30d7\u30ed\u30f3\u30d7\u30c8\u8853\u307e\u3067\u5177\u4f53\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>                <\/div>            <\/div>        <\/div>    <\/a><\/div>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8%E3%81%AF%EF%BC%9F%E6%88%90%E6%9E%9C%E3%82%92%E6%9C%80%E5%A4%A7%E5%8C%96%E3%81%99%E3%82%8B2%E3%81%A4%E3%81%AE%E3%82%A2%E3%83%97%E3%83%AD%E3%83%BC%E3%83%81\" >LLM\u6700\u9069\u5316\u3068\u306f\uff1f\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E3%82%A2%E3%83%97%E3%83%AD%E3%83%BC%E3%83%811%EF%BC%9A%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%82%B3%E3%82%A2%E6%80%A7%E8%83%BD%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%80%8C%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%80%8D\" 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href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E3%81%AE%E6%80%A7%E8%83%BD%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%80%8C%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%80%8D5%E3%81%A4%E3%81%AE%E6%89%8B%E6%B3%95\" >LLM\u306e\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d5\u3064\u306e\u624b\u6cd5<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E6%89%8B%E6%B3%951_AI%E3%81%AB%E5%B0%82%E9%96%80%E7%9F%A5%E8%AD%98%E3%82%84%E5%80%8B%E6%80%A7%E3%82%92%E4%B8%8E%E3%81%88%E3%82%8B%E3%80%8C%E3%83%95%E3%82%A1%E3%82%A4%E3%83%B3%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E3%80%8D\" >\u624b\u6cd51. 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href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8LLMO%E3%80%81%E3%81%A9%E3%81%A1%E3%82%89%E3%82%92%E5%84%AA%E5%85%88%E7%9A%84%E3%81%AB%E5%8F%96%E3%82%8A%E7%B5%84%E3%82%81%E3%81%B0%E8%89%AF%E3%81%84%EF%BC%9F%E3%80%90%E7%9B%AE%E7%9A%84%E5%88%A5%E3%80%91\" >\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u3001\u3069\u3061\u3089\u3092\u512a\u5148\u7684\u306b\u53d6\u308a\u7d44\u3081\u3070\u826f\u3044\uff1f\u3010\u76ee\u7684\u5225\u3011<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%82%92%E5%84%AA%E5%85%88%E3%81%97%E3%81%9F%E3%81%84%E3%82%B1%E3%83%BC%E3%82%B9%EF%BC%9A%E8%87%AA%E7%A4%BEAI%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E9%96%8B%E7%99%BA%E3%82%84%E7%A4%BE%E5%86%85%E6%A5%AD%E5%8B%99%E8%87%AA%E5%8B%95%E5%8C%96\" >\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3092\u512a\u5148\u3057\u305f\u3044\u30b1\u30fc\u30b9\uff1a\u81ea\u793eAI\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u3084\u793e\u5185\u696d\u52d9\u81ea\u52d5\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLMO%E3%82%92%E5%84%AA%E5%85%88%E3%81%97%E3%81%9F%E3%81%84%E3%82%B1%E3%83%BC%E3%82%B9%EF%BC%9A%E3%83%A1%E3%83%87%E3%82%A3%E3%82%A2%E9%81%8B%E5%96%B6%E3%82%84%E3%82%B3%E3%83%B3%E3%83%86%E3%83%B3%E3%83%84%E3%83%9E%E3%83%BC%E3%82%B1%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0\" >LLMO\u3092\u512a\u5148\u3057\u305f\u3044\u30b1\u30fc\u30b9\uff1a\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8LLMO%E3%81%AE%E9%80%A3%E6%90%BA%E6%88%A6%E7%95%A5%E3%82%82%E6%99%82%E3%81%AB%E3%81%AF%E5%BF%85%E8%A6%81\" 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>\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u306b\u7d44\u307f\u8fbc\u3080AI\u306e\u5fdc\u7b54\u54c1\u8cea\u3092\u5185\u5916\u304b\u3089\u9ad8\u3081\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%82%92%E6%94%AF%E3%81%88%E3%82%8B%E9%81%8B%E7%94%A8%E5%9F%BA%E7%9B%A4%E3%80%8CLLMOps%E3%80%8D%E3%81%A8%E3%81%AF\" >LLM\u6700\u9069\u5316\u3092\u652f\u3048\u308b\u904b\u7528\u57fa\u76e4\u300cLLMOps\u300d\u3068\u306f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLMOps%E3%81%A8%E3%81%AF%EF%BC%9FLLM%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E3%81%AE%E5%AE%89%E5%AE%9A%E9%81%8B%E7%94%A8%E3%82%92%E6%94%AF%E3%81%88%E3%82%8B%E9%96%8B%E7%99%BA%E5%9F%BA%E7%9B%A4\" >LLMOps\u3068\u306f\uff1fLLM\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u904b\u7528\u3092\u652f\u3048\u308b\u958b\u767a\u57fa\u76e4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E3%83%AC%E3%82%B7%E3%83%94%EF%BC%88%E6%9C%80%E9%81%A9%E5%8C%96%EF%BC%89%E3%81%A8%E3%82%AD%E3%83%83%E3%83%81%E3%83%B3%EF%BC%88LLMOps%EF%BC%89%E3%81%AE%E7%9B%B8%E4%BA%92%E9%96%A2%E4%BF%82\" >\u30ec\u30b7\u30d4\uff08\u6700\u9069\u5316\uff09\u3068\u30ad\u30c3\u30c1\u30f3\uff08LLMOps\uff09\u306e\u76f8\u4e92\u95a2\u4fc2<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AB%E9%96%A2%E3%81%99%E3%82%8B%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\" >LLM\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AB%E3%81%AF%E3%80%81%E3%81%A9%E3%81%AE%E3%82%88%E3%81%86%E3%81%AA%E7%A8%AE%E9%A1%9E%E3%81%8C%E3%81%82%E3%82%8B%EF%BC%9F\" >LLM\u6700\u9069\u5316\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#Google%E3%81%AEAI%E6%A4%9C%E7%B4%A2%EF%BC%88AI_Overviews%EF%BC%89%E3%81%AB%E5%BC%95%E7%94%A8%E3%81%95%E3%82%8C%E3%82%8B%E6%96%B9%E6%B3%95%E3%81%AF%EF%BC%9F\" >Google\u306eAI\u691c\u7d22\uff08AI Overviews\uff09\u306b\u5f15\u7528\u3055\u308c\u308b\u65b9\u6cd5\u306f\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8%E3%80%8CLLMOps%E3%80%8D%E3%81%AF%E4%BD%95%E3%81%8C%E9%81%95%E3%81%86%EF%BC%9F\" >LLM\u6700\u9069\u5316\u3068\u300cLLMOps\u300d\u306f\u4f55\u304c\u9055\u3046\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/technical-llm-optimization-and-llmo\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8%E3%81%AF%EF%BC%9F%E6%88%90%E6%9E%9C%E3%82%92%E6%9C%80%E5%A4%A7%E5%8C%96%E3%81%99%E3%82%8B2%E3%81%A4%E3%81%AE%E3%82%A2%E3%83%97%E3%83%AD%E3%83%BC%E3%83%81\"><\/span>LLM\u6700\u9069\u5316\u3068\u306f\uff1f\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u304c\u9032\u3080\u4e2d\u3001\u300cLLM\u6700\u9069\u5316\u300d\u3068\u3044\u3046\u8a00\u8449\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u72b6\u3067\u306f\u8a71\u3059\u4eba\u306e\u7acb\u5834\u306b\u3088\u3063\u3066\u305d\u306e\u89e3\u91c8\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<strong>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u57fa\u76e4\u6280\u8853<\/strong>\u306f\u30012017\u5e74\u306b\u767a\u8868\u3055\u308c\u305f\u8ad6\u6587\u300e<a href=\"https:\/\/arxiv.org\/abs\/1706.03762\" target=\"_blank\" rel=\"noreferrer noopener\">Attention Is All You Need<\/a>\u300f\u3067\u63d0\u5531\u3055\u308c\u305f<strong>Transformer\u30e2\u30c7\u30eb<\/strong>\u3067\u3059\u3002\u3053\u306e\u6280\u8853\u306e\u767b\u5834\u306b\u3088\u308a\u3001AI\u306f\u6587\u7ae0\u306e\u6587\u8108\u3092\u6df1\u304f\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong>LLM\u6700\u9069\u5316\u3068\u306f\u3001\u5e83\u7fa9\u306b\u306f\u300c\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3084\u51fa\u529b\u3092\u3001\u7279\u5b9a\u306e\u76ee\u7684\u306b\u5408\u308f\u305b\u3066\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u53d6\u308a\u7d44\u307f\u300d\u3092\u6307\u3059\u8a00\u8449<\/strong>\u3067\u3001\u305d\u306e\u76ee\u7684\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5e83\u7bc4\u306a\u6982\u5ff5\u3092\u5b9f\u52d9\u30ec\u30d9\u30eb\u3067\u7406\u89e3\u3059\u308b\u306b\u306f\u3001\u4ee5\u4e0b\u306e2\u3064\u306e\u4e3b\u8981\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3078\u306e\u5206\u985e\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30d7\u30ed\u30fc\u30c11\uff1a\u30e2\u30c7\u30eb\u306e\u30b3\u30a2\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d<\/li>\n\n\n\n<li>\u30a2\u30d7\u30ed\u30fc\u30c12\uff1a\u751f\u6210AI\u306b\u5f15\u7528\u3055\u308c\u308b\u305f\u3081\u306e\u300cLLMO\u300d<\/li>\n<\/ul>\n\n\n\n<p>\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A2%E3%83%97%E3%83%AD%E3%83%BC%E3%83%811%EF%BC%9A%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%82%B3%E3%82%A2%E6%80%A7%E8%83%BD%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%80%8C%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%80%8D\"><\/span>\u30a2\u30d7\u30ed\u30fc\u30c11\uff1a\u30e2\u30c7\u30eb\u306e\u30b3\u30a2\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068\u306f\u3001LLM\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3084\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u5468\u8fba\u30b7\u30b9\u30c6\u30e0\u306b\u76f4\u63a5\u7684\u306a\u6539\u826f\u3092\u52a0\u3048\u3001\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001AI\u306e\u300c\u30a8\u30f3\u30b8\u30f3\u300d\u81ea\u4f53\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u884c\u70ba\u306b\u4f8b\u3048\u3089\u308c\u307e\u3059\u3002\u76ee\u7684\u306f\u6975\u3081\u3066\u660e\u78ba\u3067\u3001<strong>\u30b3\u30b9\u30c8\u524a\u6e1b\u3084\u5fdc\u7b54\u901f\u5ea6\u306e\u5411\u4e0a\u3001\u56de\u7b54\u7cbe\u5ea6\u306e\u5411\u4e0a\u3068\u3044\u3063\u305f\u6e2c\u5b9a\u53ef\u80fd\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u3092\u6539\u5584<\/strong>\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"background: #F2EAD4; padding: 15px; border: 0px solid #F2EAD4; border-radius: 10px; word-break: break-all;\">\n  <ul style=\"margin-top: 0; padding-left: 1.2em;\">\n    <li>\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3059\u308b<\/li>\n    <li>\u3088\u308a\u52b9\u7387\u7684\u306a\u8a08\u7b97\u624b\u6cd5\u3092\u5c0e\u5165\u3059\u308b<\/li>\n <li>\u5916\u90e8\u306e\u77e5\u8b58\u6e90\u3068\u52d5\u7684\u306b\u9023\u643a\u3055\u305b\u308b<\/li>\n  <\/ul>\n<\/div>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u3001\u81ea\u793e\u3067\u958b\u767a\u30fb\u904b\u7528\u3059\u308bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u793e\u5185\u696d\u52d9\u306e\u81ea\u52d5\u5316\u306a\u3069\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u74b0\u5883\u3067LLM\u306e\u30b3\u30a2\u6027\u80fd\u305d\u306e\u3082\u306e\u3092\u9ad8\u3081\u305f\u3044\u5834\u5408\u306b\u4e0d\u53ef\u6b20\u306a\u53d6\u308a\u7d44\u307f\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u5f8c\u8ff0\u3059\u308b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084RAG\u3001\u91cf\u5b50\u5316\u3068\u3044\u3063\u305f\u6280\u8853\u304c\u3053\u306e\u9818\u57df\u306b\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%A2%E3%83%97%E3%83%AD%E3%83%BC%E3%83%812%EF%BC%9A%E7%94%9F%E6%88%90AI%E3%81%AB%E5%BC%95%E7%94%A8%E3%81%95%E3%82%8C%E3%82%8B%E3%81%9F%E3%82%81%E3%81%AE%E3%80%8CLLMO%E3%80%8D\"><\/span>\u30a2\u30d7\u30ed\u30fc\u30c12\uff1a\u751f\u6210AI\u306b\u5f15\u7528\u3055\u308c\u308b\u305f\u3081\u306e\u300cLLMO\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM\u306e\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001\u3082\u3046\u3072\u3068\u3064\u306e\u91cd\u8981\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u304c\u3001<strong>LLM\u304c\u53c2\u7167\u3059\u308bWeb\u30b5\u30a4\u30c8\u3092\u6574\u5099\u3057\u3001\u9593\u63a5\u7684\u306b\u51fa\u529b\u306e\u8cea\u3092\u9ad8\u3081\u308b\u300cLLMO\uff08Large Language Model Optimization\uff09\u300d<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u53ce\u96c6\u306e\u5834\u304c\u3001\u5f93\u6765\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304b\u3089Google\u306e\u300cAI Overviews\u300d\u306e\u3088\u3046\u306aAI\u3068\u306e\u5bfe\u8a71\u3078\u3068\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u4f01\u696d\u304cWeb\u4e0a\u3067\u81ea\u793e\u3092\u898b\u3064\u3051\u3066\u3082\u3089\u3046\u305f\u3081\u306e\u30eb\u30fc\u30eb\u3082\u6839\u672c\u304b\u3089\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u65b0\u3057\u3044\u6642\u4ee3\u306b\u304a\u3051\u308b\u76ee\u6a19\u306f\u300c\u691c\u7d22\u7d50\u679c\u3067\u30af\u30ea\u30c3\u30af\u3055\u308c\u308b\u3053\u3068\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u300cAI\u306e\u751f\u6210\u3059\u308b\u56de\u7b54\u306e\u4e2d\u3067\u3001\u81ea\u793e\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u5f15\u7528\u30fb\u53c2\u7167\u3055\u308c\u308b\u3053\u3068\u300d<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLMO\u306f\u3001\u307e\u3055\u306b\u3053\u306e\u76ee\u7684\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u300c\u6b21\u4e16\u4ee3\u306eSEO\u300d\u3068\u8a00\u3048\u307e\u3059\u3002\u305d\u308c\u306f\u3001LLM\u304c\u5bfe\u8a71\u3059\u308b\u300c\u4e16\u754c\u300d\u3001\u3064\u307e\u308a<strong>Web\u4e0a\u306e\u60c5\u5831\u74b0\u5883\u305d\u306e\u3082\u306e\u3092AI\u306b\u3068\u3063\u3066\u5206\u304b\u308a\u3084\u3059\u304f\u4fe1\u983c\u3067\u304d\u308b\u5f62\u306b\u6574\u3048\u3066\u3044\u304f\u6226\u7565<\/strong>\u3067\u3042\u308a\u3001Web\u3067\u306e\u60c5\u5831\u767a\u4fe1\u3092\u30d3\u30b8\u30cd\u30b9\u306e\u6838\u3068\u3059\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u672a\u6765\u306e\u96c6\u5ba2\u3092\u5de6\u53f3\u3059\u308b\u4e0d\u53ef\u6b20\u306a\u53d6\u308a\u7d44\u307f\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p>\u25bc LLMO\u306b\u3064\u3044\u3066\u306f\u3001\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/llmo\/\" target=\"_blank\" rel=\"noreferrer noopener\">LLMO\uff08AIO\uff09\u3068\u306f\uff1fSEO\u3068\u306e\u9055\u3044\u3068AI\u6642\u4ee3\u306b\u5fc5\u9808\u306e\u5bfe\u7b56\u6cd5\u3092\u89e3\u8aac<\/a><\/p>\n\n\n\n<p>\u3000<\/p>\n<\/div>\n\n\n\n<p>LLMO\u306e\u5b9f\u8df5\u624b\u6cd5\u3068\u3057\u3066\u306f\u3001\u300cAI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u9020\u5316\u300d\u3084\u300cE-E-A-T\u3067\u60c5\u5831\u306e\u4fe1\u983c\u6027\u3092\u793a\u3059\u300d\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u624b\u6cd5\u306b\u3064\u3044\u3066\u3082\u3001\u4e0a\u8a18\u8a18\u4e8b\u3067\u5206\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM%E3%81%AE%E6%80%A7%E8%83%BD%E3%82%92%E9%AB%98%E3%82%81%E3%82%8B%E3%80%8C%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%80%8D5%E3%81%A4%E3%81%AE%E6%89%8B%E6%B3%95\"><\/span>LLM\u306e\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d5\u3064\u306e\u624b\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306f\u3001LLM\u6700\u9069\u5316\u306e\u6280\u8853\u7684\u306a\u6838\u5fc3\u90e8\u5206\u3067\u3042\u308b\u3001\u30e2\u30c7\u30eb\u5185\u90e8\u306b\u76f4\u63a5\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308b5\u3064\u306e\u4e3b\u8981\u306a\u624b\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u76ee\u7684\u3084\u30b3\u30b9\u30c8\u3001\u6c42\u3081\u3089\u308c\u308b\u5c02\u9580\u77e5\u8b58\u3082\u3055\u307e\u3056\u307e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%951_AI%E3%81%AB%E5%B0%82%E9%96%80%E7%9F%A5%E8%AD%98%E3%82%84%E5%80%8B%E6%80%A7%E3%82%92%E4%B8%8E%E3%81%88%E3%82%8B%E3%80%8C%E3%83%95%E3%82%A1%E3%82%A4%E3%83%B3%E3%83%81%E3%83%A5%E3%83%BC%E3%83%8B%E3%83%B3%E3%82%B0%E3%80%8D\"><\/span>\u624b\u6cd51. AI\u306b\u5c02\u9580\u77e5\u8b58\u3084\u500b\u6027\u3092\u4e0e\u3048\u308b\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u65e2\u5b58\u306e\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u72ec\u81ea\u306e\u5c02\u9580\u77e5\u8b58\u3084\u5fdc\u7b54\u30b9\u30bf\u30a4\u30eb\u3092\u8ffd\u52a0\u3067\u5b66\u7fd2\u3055\u305b\u308b\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u4f8b\u3048\u3070\u533b\u7642\u5206\u91ce\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u5c02\u9580\u6587\u732e\u3092\u5b66\u7fd2\u3055\u305b\u3001\u6b63\u78ba\u306a\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u308b\u30b1\u30fc\u30b9\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u7279\u5b9a\u306e\u696d\u754c\u7528\u8a9e\u306a\u3069\u3092\u5b66\u7fd2\u3055\u305b\u3066\u5c02\u9580\u6027\u3092\u9ad8\u3081\u305f\u308a\u3001\u30d6\u30e9\u30f3\u30c9\u56fa\u6709\u306e\u30c8\u30fc\u30f3\u3067\u5fdc\u7b54\u3092\u7d71\u4e00\u3055\u305b\u305f\u308a\u3067\u304d\u308b<\/strong>\u70b9\u3067\u3059\u3002\u4e00\u65b9\u3001\u9ad8\u54c1\u8cea\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u306b\u591a\u5927\u306a\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3053\u3068\u3084\u3001\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u3059\u304e\u3066\u6c4e\u7528\u6027\u3092\u5931\u3046\u300c\u904e\u5b66\u7fd2\u300d\u306e\u30ea\u30b9\u30af\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%952_%E5%A4%96%E9%83%A8%E3%83%87%E3%83%BC%E3%82%BF%E3%83%99%E3%83%BC%E3%82%B9%E3%82%92%E5%8F%82%E7%85%A7%E3%81%97%E5%9B%9E%E7%AD%94%E7%B2%BE%E5%BA%A6%E3%82%92%E5%90%91%E4%B8%8A%E3%81%99%E3%82%8B%E3%80%8CRAG%E3%80%8D\"><\/span>\u624b\u6cd52. \u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3057\u56de\u7b54\u7cbe\u5ea6\u3092\u5411\u4e0a\u3059\u308b\u300cRAG\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306f\u3001LLM\u306b\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53c2\u7167\u3055\u305b\u308b\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u307e\u305a\u95a2\u9023\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u691c\u7d22\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u57fa\u306bLLM\u304c\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u56de\u7b54\u306e\u6839\u62e0\u304c\u660e\u78ba\u3067\u3042\u308b\u305f\u3081\u3001LLM\u304c\u8aa4\u3063\u305f\u60c5\u5831\u3092\u751f\u6210\u3059\u308b\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3092\u6291\u5236\u3067\u304d\u308b<\/strong>\u70b9\u3067\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u66f4\u65b0\u3059\u308b\u3060\u3051\u3067\u6700\u65b0\u60c5\u5831\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u53cd\u9762\u3001\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u306e\u7cbe\u5ea6\u304c\u4f4e\u3044\u3068\u56de\u7b54\u306e\u8cea\u304c\u4f4e\u4e0b\u3059\u308b\u70b9\u3084\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u306e\u69cb\u7bc9\u304c\u8907\u96d1\u3067\u3042\u308b\u70b9\u306f\u30c7\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%953_%E3%83%A2%E3%83%87%E3%83%AB%E3%82%92%E8%BB%BD%E9%87%8F%E5%8C%96%E3%81%97%E3%82%B3%E3%82%B9%E3%83%88%E3%81%A8%E9%80%9F%E5%BA%A6%E3%82%92%E6%94%B9%E5%96%84%E3%81%99%E3%82%8B%E3%80%8C%E9%87%8F%E5%AD%90%E5%8C%96%E3%80%8D\"><\/span>\u624b\u6cd53. \u30e2\u30c7\u30eb\u3092\u8efd\u91cf\u5316\u3057\u30b3\u30b9\u30c8\u3068\u901f\u5ea6\u3092\u6539\u5584\u3059\u308b\u300c\u91cf\u5b50\u5316\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u91cf\u5b50\u5316\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8a08\u7b97\u7cbe\u5ea6\u3092\u5c11\u3057\u4e0b\u3052\u308b\u3053\u3068\u3067\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u3092\u5727\u7e2e\u3057\u3066\u51e6\u7406\u901f\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u901a\u5e3832\u30d3\u30c3\u30c8\u3067\u8868\u73fe\u3055\u308c\u308b\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u300116\u30d3\u30c3\u30c8\u30848\u30d3\u30c3\u30c8\u3068\u3044\u3063\u305f\u4f4e\u3044\u7cbe\u5ea6\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u30e2\u30c7\u30eb\u304c\u8efd\u91cf\u5316\u3055\u308c\u308b\u3053\u3068\u3067\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u524a\u6e1b\u3055\u308c\u3001\u8a08\u7b97\u3092\u9ad8\u901f\u5316\u3067\u304d\u308b<\/strong>\u70b9\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306a\u3069\u306e\u300c\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u300d\u4e0a\u3067\u3082LLM\u3092\u5b9f\u884c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u3053\u306e\u624b\u6cd5\u3067\u306f\u8a08\u7b97\u7cbe\u5ea6\u3092\u4e0b\u3052\u308b\u3053\u3068\u306b\u306a\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u308f\u305a\u304b\u306b\u4f4e\u4e0b\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%954_%E9%AB%98%E6%80%A7%E8%83%BD%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E7%9F%A5%E8%AD%98%E3%82%92%E8%BB%BD%E9%87%8F%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AB%E7%B6%99%E6%89%BF%E3%81%99%E3%82%8B%E3%80%8C%E7%9F%A5%E8%AD%98%E8%92%B8%E7%95%99%E3%80%8D\"><\/span>\u624b\u6cd54. \u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u3092\u8efd\u91cf\u30e2\u30c7\u30eb\u306b\u7d99\u627f\u3059\u308b\u300c\u77e5\u8b58\u84b8\u7559\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u77e5\u8b58\u84b8\u7559\u306f\u3001\u9ad8\u6027\u80fd\u3067\u5927\u898f\u6a21\u306a\u300c\u6559\u5e2b\u30e2\u30c7\u30eb\u300d\u306e\u77e5\u8b58\u3092\u3001\u8efd\u91cf\u3067\u9ad8\u901f\u306a\u300c\u751f\u5f92\u30e2\u30c7\u30eb\u300d\u306b\u7d99\u627f\u3055\u305b\u308b\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u6559\u5e2b\u30e2\u30c7\u30eb\u306e\u8a73\u7d30\u306a\u51fa\u529b\u78ba\u7387\uff08\u30bd\u30d5\u30c8\u30bf\u30fc\u30b2\u30c3\u30c8\uff09\u3092\u751f\u5f92\u30e2\u30c7\u30eb\u306b\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u5358\u306a\u308b\u6b63\u89e3\u3060\u3051\u3067\u306a\u304f\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u307e\u3067\u6a21\u5023\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>GPT-4\u306e\u3088\u3046\u306a\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u306e\u77e5\u8b58\u3092\u3088\u308a\u5b89\u4fa1\u306a\u8efd\u91cf\u30e2\u30c7\u30eb\u3078\u51dd\u7e2e\u3059\u308b\u305f\u3081\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u9ad8\u3044\u6027\u80fd\u3092\u7dad\u6301\u3067\u304d\u308b<\/strong>\u70b9\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u306f\u3001\u6559\u5e2b\u3068\u751f\u5f92\u306e2\u3064\u306e\u30e2\u30c7\u30eb\u3092\u6e96\u5099\u30fb\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u6280\u8853\u7684\u306a\u96e3\u6613\u5ea6\u304c\u6bd4\u8f03\u7684\u9ad8\u304f\u306a\u308b\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%89%8B%E6%B3%955_%E6%8C%87%E7%A4%BA%E3%81%AE%E8%B3%AA%E3%81%A7AI%E3%81%AE%E6%80%A7%E8%83%BD%E3%82%92%E5%BC%95%E3%81%8D%E5%87%BA%E3%81%99%E3%80%8C%E3%83%97%E3%83%AD%E3%83%B3%E3%83%97%E3%83%88%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0%E3%80%8D\"><\/span>\u624b\u6cd55. \u6307\u793a\u306e\u8cea\u3067AI\u306e\u6027\u80fd\u3092\u5f15\u304d\u51fa\u3059\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u3001LLM\u306b\u5165\u529b\u3059\u308b\u6307\u793a\u3084\u8cea\u554f\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u6700\u9069\u5316\u3059\u308b\u6280\u8853<\/strong>\u3067\u3059\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u306b\u306f\u624b\u3092\u52a0\u3048\u305a\u3001\u300c\u6307\u793a\u306e\u8cea\u300d\u3092\u9ad8\u3081\u3066\u51fa\u529b\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001AI\u306b\u5f79\u5272\u3092\u4e0e\u3048\u305f\u308a\u56de\u7b54\u4f8b\u3092\u63d0\u793a\u3057\u305f\u308a\u3059\u308b\u3068\u3044\u3063\u305f\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001<strong>\u30e2\u30c7\u30eb\u958b\u767a\u306a\u3069\u304c\u4e0d\u8981\u3067\u30b3\u30b9\u30c8\u304c\u307b\u3068\u3093\u3069\u304b\u304b\u3089\u306a\u3044<\/strong>\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6539\u5584\u3059\u308c\u3070\u5373\u5ea7\u306b\u5fdc\u7b54\u304c\u5909\u5316\u3059\u308b\u305f\u3081\u5373\u52b9\u6027\u3082\u671f\u5f85\u3067\u304d\u307e\u3059\u3002\u5bfe\u3057\u3066\u3001\u6700\u9069\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u8a66\u884c\u932f\u8aa4\u304c\u5fc5\u8981\u306a\u3053\u3068\u3084\u3001\u30e2\u30c7\u30eb\u304c\u3082\u3068\u3082\u3068\u6301\u3063\u3066\u3044\u306a\u3044\u77e5\u8b58\u306f\u5f15\u304d\u51fa\u305b\u306a\u3044\u3068\u3044\u3046\u9650\u754c\u304c\u3042\u308b\u70b9\u306f\u30c7\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8SEO%E3%81%AE%E9%96%A2%E4%BF%82%E6%80%A7%EF%BC%9A%E6%AC%A1%E4%B8%96%E4%BB%A3%E3%81%AELLMO%E3%81%A8%E3%81%AF%EF%BC%9F\"><\/span>LLM\u6700\u9069\u5316\u3068SEO\u306e\u95a2\u4fc2\u6027\uff1a\u6b21\u4e16\u4ee3\u306eLLMO\u3068\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u3001\u30e2\u30c7\u30eb\u306e\u5185\u90e8\u6027\u80fd\u3092\u9ad8\u3081\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u3001LLM\u306e\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u3082\u3046\u3072\u3068\u3064\u306e\u91cd\u8981\u306a\u8996\u70b9\u306f\u3001LLM\u304c\u5bfe\u8a71\u3059\u308b\u300c\u4e16\u754c\u300d\u3001\u3059\u306a\u308f\u3061<strong>Web\u4e0a\u306e\u60c5\u5831\u74b0\u5883\u3092\u6574\u3048\u308b\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u60c5\u5831\u53ce\u96c6\u306e\u4e3b\u6226\u5834\u304c\u5f93\u6765\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304b\u3089AI\u3068\u306e\u5bfe\u8a71\u3078\u3068\u79fb\u884c\u3059\u308b\u306b\u3064\u308c\u3001\u4f01\u696d\u304cWeb\u4e0a\u3067\u898b\u3064\u3051\u3066\u3082\u3089\u3046\u305f\u3081\u306e\u30eb\u30fc\u30eb\u3082\u6839\u672c\u304b\u3089\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u65b0\u3057\u3044\u30d1\u30e9\u30c0\u30a4\u30e0\u306b\u5bfe\u5fdc\u3059\u308b\u6226\u7565\u3053\u305d\u304c\u3001\u6b21\u4e16\u4ee3\u306eSEO\u3068\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u308b\u300cLLMO\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%81%A8%E3%81%AF%EF%BC%9FAI%E3%81%AB%E5%BC%95%E7%94%A8%E3%83%BB%E5%8F%82%E7%85%A7%E3%81%95%E3%82%8C%E3%82%8B%E3%81%9F%E3%82%81%E3%81%AE%E6%AC%A1%E4%B8%96%E4%BB%A3SEO\"><\/span>LLMO\u3068\u306f\uff1fAI\u306b\u5f15\u7528\u30fb\u53c2\u7167\u3055\u308c\u308b\u305f\u3081\u306e\u6b21\u4e16\u4ee3SEO<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLMO\u3068\u306f\u3001\u300cAI\u306b\u3088\u308b\u751f\u6210\u6587\u306e\u4e2d\u3067\u3001\u81ea\u793e\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u512a\u4f4d\u306b\u5f15\u7528\u30fb\u53c2\u7167\u3055\u308c\u308b\u3053\u3068\u300d\u3092\u76ee\u6307\u3059\u65bd\u7b56\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5f93\u6765\u306eSEO\u306f\u3001\u691c\u7d22\u7d50\u679c\u306e\u4e0a\u4f4d\u8868\u793a\u306b\u3088\u308b\u30af\u30ea\u30c3\u30af\u7372\u5f97\u304c\u76ee\u7684\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001Google\u306e\u300cAI Overviews\u300d\u306e\u3088\u3046\u306bAI\u304c\u7b54\u3048\u3092\u76f4\u63a5\u63d0\u793a\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u500b\u5225\u30b5\u30a4\u30c8\u3092\u8a2a\u554f\u3059\u308b\u983b\u5ea6\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>LLMO\u306f\u3001\u3053\u306eAI\u306e\u56de\u7b54\u306b\u5bfe\u3057\u3066\u81ea\u793e\u60c5\u5831\u3092\u5f15\u7528\u3055\u305b\u3084\u3059\u304f\u3059\u308b\u3068\u3044\u3046\u65b0\u3057\u3044\u6700\u9069\u5316\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u5f93\u6765\u306eSEO\u3068\u306e\u4e3b\u306a\u9055\u3044\u306f\u3001\u5bfe\u8c61\u304c\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u306f\u306a\u304f\u751f\u6210AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3067\u3042\u308b\u70b9\u3001\u305d\u3057\u3066\u76ee\u7684\u304c\u30af\u30ea\u30c3\u30af\u7372\u5f97\u3067\u306f\u306a\u304fAI\u56de\u7b54\u5185\u3067\u306e\u5f15\u7528\u3092\u5897\u3084\u3059\uff08\u6700\u7d42\u7684\u306b\u306f\u305d\u308c\u306b\u3088\u3063\u3066\u8a8d\u77e5\u5ea6\u3092\u9ad8\u3081\u308b\uff09\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p>\u25bc LLMO\u3001AI Overvies\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/llmo\/\" target=\"_blank\" rel=\"noreferrer noopener\">LLMO\uff08AIO\uff09\u3068\u306f\uff1fSEO\u3068\u306e\u9055\u3044\u3068AI\u6642\u4ee3\u306b\u5fc5\u9808\u306e\u5bfe\u7b56\u6cd5\u3092\u89e3\u8aac<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/fungry.co.jp\/cnaps\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google\u306e\u300cAI Overviews\u300d\u3068\u306f\uff1f\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089SEO\u30fb\u5e83\u544a\u3078\u306e\u5f71\u97ff\u307e\u3067\u5fb9\u5e95\u89e3\u8aac<\/a><\/p>\n\n\n\n<p>\u3000<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%81%AE%E5%AE%9F%E8%B7%B5%E6%89%8B%E6%B3%951_AI%E3%81%8C%E7%90%86%E8%A7%A3%E3%81%97%E3%82%84%E3%81%99%E3%81%84%E3%82%B3%E3%83%B3%E3%83%86%E3%83%B3%E3%83%84%E3%81%AE%E6%A7%8B%E9%80%A0%E5%8C%96\"><\/span>LLMO\u306e\u5b9f\u8df5\u624b\u6cd51. AI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u9020\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>LLM\u306b\u81ea\u793e\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6b63\u3057\u304f\u89e3\u91c8\u30fb\u5f15\u7528\u3057\u3066\u3082\u3089\u3046\u306b\u306f\u3001AI\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\u60c5\u5831\u69cb\u9020\u306b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981<\/strong>\u3067\u3059\u3002AI\u306b\u3068\u3063\u3066\u5206\u304b\u308a\u3084\u3059\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u3001\u4eba\u9593\u304c\u8aad\u3093\u3067\u3082\u300c\u9ad8\u54c1\u8cea\u300d\u3068\u5224\u65ad\u3055\u308c\u308b\u3088\u3046\u306a\u5185\u5bb9\u3067\u3042\u308b\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u624b\u6cd5\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div style=\"background: #F2EAD4; padding: 15px; border: 0px solid #F2EAD4; border-radius: 10px; word-break: break-all;\">\n  <ul style=\"margin-top: 0; padding-left: 1.2em;\">\n    <li>h1\u3084h2\u306a\u3069\u306e\u898b\u51fa\u3057\u30bf\u30b0\u3067\u968e\u5c64\u69cb\u9020\u3092\u660e\u78ba\u306b\u3059\u308b<\/li>\n    <li>\u7b87\u6761\u66f8\u304d\u3084\u8868\u3092\u6d3b\u7528\u3057\u3066\u60c5\u5831\u3092\u6574\u7406\u3059\u308b<\/li>\n <li>\u8ab0\u3067\u3082\u7406\u89e3\u3067\u304d\u308b\u5e73\u6613\u306a\u8a00\u8449\u9063\u3044\u3092\u5fc3\u304c\u3051\u308b<\/li>\n <li>\u898b\u51fa\u3057\u306e\u554f\u3044\u306b\u5bfe\u3057\u3066\u7d50\u8ad6\u304b\u3089\u7b54\u3048\u308b\u300c\u7d50\u8ad6\u30d5\u30a1\u30fc\u30b9\u30c8\u300d\u3092\u5fb9\u5e95\u3059\u308b<\/li>\n  <\/ul>\n<\/div>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u624b\u6cd5\u306f\u300cAI\u3068\u3044\u3046\u8aad\u8005\u300d\u3092\u610f\u8b58\u3057\u305f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8cea\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%81%AE%E5%AE%9F%E8%B7%B5%E6%89%8B%E6%B3%952_%E6%83%85%E5%A0%B1%E3%81%AE%E4%BF%A1%E9%A0%BC%E6%80%A7%EF%BC%88E-E-A-T%EF%BC%89%E3%81%AE%E6%8B%85%E4%BF%9D\"><\/span>LLMO\u306e\u5b9f\u8df5\u624b\u6cd52. \u60c5\u5831\u306e\u4fe1\u983c\u6027\uff08E-E-A-T\uff09\u306e\u62c5\u4fdd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLMO\u306b\u304a\u3044\u3066\u3001AI\u304c\u751f\u6210\u3059\u308b\u60c5\u5831\u306e\u57fa\u3068\u306a\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u8cea\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001<strong>Google\u304c\u63d0\u5531\u3059\u308bE-E-A-T\uff08\u7d4c\u9a13\u30fb\u5c02\u9580\u6027\u30fb\u6a29\u5a01\u6027\u30fb\u4fe1\u983c\u6027\uff09\u3092\u62c5\u4fdd\u3059\u308b\u3053\u3068\u304c\u3001AI\u304b\u3089\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u65bd\u7b56<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001<strong>\u8ab0\u304c\u66f8\u3044\u305f\u304b\u3092\u793a\u3059\u8457\u8005\u60c5\u5831\u3084\u30b5\u30a4\u30c8\u306e\u904b\u55b6\u8005\u60c5\u5831\u3092\u660e\u78ba\u306b\u958b\u793a\u3059\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20<\/strong>\u3002\u3055\u3089\u306b\u3001\u4e3b\u5f35\u306e\u6839\u62e0\u3068\u306a\u308b\u516c\u7684\u30c7\u30fc\u30bf\u3084\u8ad6\u6587\u306a\u3069\u306e\u53c2\u8003\u6587\u732e\u3092\u660e\u8a18\u3057\u305f\u308a\u3001\u72ec\u81ea\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u3068\u3044\u3063\u305f\u4e00\u6b21\u60c5\u5831\u3092\u63d0\u793a\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u4fe1\u983c\u6027\u304c\u9ad8\u307e\u308a\u3001AI\u306b\u300c\u5f15\u7528\u306b\u5024\u3059\u308b\u8cea\u306e\u9ad8\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u300d\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%81%AE%E5%AE%9F%E8%B7%B5%E6%89%8B%E6%B3%953_AI%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%B8%E3%81%AE%E3%82%AF%E3%83%AD%E3%83%BC%E3%83%AB%E5%88%B6%E5%BE%A1\"><\/span>LLMO\u306e\u5b9f\u8df5\u624b\u6cd53. AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u30af\u30ed\u30fc\u30eb\u5236\u5fa1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u76f4\u63a5\u7684\u306aLLMO\u306e\u624b\u6cd5\u3068\u3057\u3066\u3001<strong>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30af\u30ed\u30fc\u30eb\u5236\u5fa1<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>Web\u30b5\u30a4\u30c8\u306e\u300crobots.txt\u300d\u30d5\u30a1\u30a4\u30eb\u306b\u300cUser-agent: Google-Extended\u300d\u3068\u300cDisallow: \/\u300d\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u3067\u3001Google\u306eAI\u30e2\u30c7\u30eb\u5b66\u7fd2\u7528\u30af\u30ed\u30fc\u30e9\u30fc\u306b\u3088\u308b\u30b5\u30a4\u30c8\u5168\u4f53\u306e\u60c5\u5831\u5229\u7528\u3092\u62d2\u5426\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u306f\u901a\u5e38\u306e\u691c\u7d22\u9806\u4f4d\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u306a\u3044\u305f\u3081\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6a29\u5229\u3092\u5b88\u308a\u3064\u3064SEO\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001AI\u3078\u306e\u60c5\u5831\u63d0\u4f9b\u3092\u3088\u308a\u8a73\u7d30\u306b\u5236\u5fa1\u3059\u308b\u300cllms.txt\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u4ed5\u7d44\u307f\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\n<p>\u25bc llms.txt\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/fungry.co.jp\/cnaps\/blog\/llms-txt\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u300cllms.txt\u300d\u3068\u306f\uff1fWordPress\u3067\u306e\u8a2d\u5b9a\u65b9\u6cd5\u3068LLMO\u306b\u5fc5\u8981\u306a\u6226\u7565\u3092\u5fb9\u5e95\u89e3\u8aac<\/a><\/p>\n\n\n\n<p>\u3000<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%81%AE%E5%AE%9F%E8%B7%B5%E6%89%8B%E6%B3%954_%E6%A7%8B%E9%80%A0%E5%8C%96%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AE%E3%83%9E%E3%83%BC%E3%82%AF%E3%82%A2%E3%83%83%E3%83%97\"><\/span>LLMO\u306e\u5b9f\u8df5\u624b\u6cd54. \u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u30de\u30fc\u30af\u30a2\u30c3\u30d7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u300cSchema.org\u300d\u3092\u7528\u3044\u305f\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u30de\u30fc\u30af\u30a2\u30c3\u30d7<\/strong>\u3082\u3001LLMO\u306b\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306b\u3088\u308a\u3001Web\u30da\u30fc\u30b8\u4e0a\u306e\u300c10,000\u5186\u300d\u304c\u300c\u4fa1\u683c\u300d\u3067\u3042\u308b\u3053\u3068\u3084\u3001\u300c\u7530\u4e2d\u592a\u90ce\u300d\u304c\u300c\u8457\u8005\u300d\u3067\u3042\u308b\u3068\u3044\u3063\u305f\u60c5\u5831\u306e\u6587\u8108\u3092AI\u304c\u6b63\u78ba\u306b\u89e3\u91c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>AI\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u66d6\u6627\u3055\u3092\u6392\u9664\u3067\u304d\u308b\u305f\u3081\u3001<strong>\u3088\u308a\u7684\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u56de\u7b54\u3092\u751f\u6210\u3057\u3084\u3059\u304f\u306a\u308b<\/strong>\u306e\u3067\u3059\u3002\u7d50\u679c\u3068\u3057\u3066AI\u306b\u3088\u308b\u53c2\u7167\u30fb\u5f15\u7528\u306e\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u4fa1\u5024\u3042\u308b\u60c5\u5831\u6e90\u3060\u3068\u8a8d\u8b58\u3055\u308c\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8LLMO%E3%80%81%E3%81%A9%E3%81%A1%E3%82%89%E3%82%92%E5%84%AA%E5%85%88%E7%9A%84%E3%81%AB%E5%8F%96%E3%82%8A%E7%B5%84%E3%82%81%E3%81%B0%E8%89%AF%E3%81%84%EF%BC%9F%E3%80%90%E7%9B%AE%E7%9A%84%E5%88%A5%E3%80%91\"><\/span>\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u3001\u3069\u3061\u3089\u3092\u512a\u5148\u7684\u306b\u53d6\u308a\u7d44\u3081\u3070\u826f\u3044\uff1f\u3010\u76ee\u7684\u5225\u3011<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u304c\u3001<strong>\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u304a\u3044\u3066\u307e\u305a\u53d6\u308a\u7d44\u3080\u3079\u304d\u306f\u3001\u81ea\u793e\u3067\u76f4\u63a5\u5236\u5fa1\u53ef\u80fd\u306a\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d<\/strong>\u3067\u3059\u3002\u3068\u304f\u306b\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u306bAI\u3092\u7d44\u307f\u8fbc\u3080\u5834\u5408\u3084\u793e\u5185\u696d\u52d9\u306e\u52b9\u7387\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u3001\u305d\u306e\u57fa\u76e4\u3068\u306a\u308bLLM\u81ea\u4f53\u306e\u6027\u80fd\u304c\u6210\u679c\u306e\u8cea\u3092\u76f4\u63a5\u7684\u306b\u6c7a\u5b9a\u3065\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cLLM\u306e\u5fdc\u7b54\u304c\u9045\u3044\u300d\u300c\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u3059\u304e\u3066\u3044\u308b\u300d\u300c\u4e0d\u6b63\u78ba\u306a\u60c5\u5831\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u751f\u6210\u3059\u308b\u300d\u3068\u3044\u3063\u305f\u554f\u984c\u3092\u62b1\u3048\u305f\u307e\u307e\u3067\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u512a\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u3082\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002\u307e\u305a\u306f\u81ea\u793e\u306e\u7ba1\u7406\u4e0b\u306b\u3042\u308bAI\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u5b89\u5b9a\u3055\u305b\u3001\u4fe1\u983c\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3002\u3053\u308c\u304cLLM\u6d3b\u7528\u306e\u57fa\u672c\u7684\u306a\u571f\u53f0\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u305f\u3060\u3057\u76ee\u7684\u3084\u5bfe\u8c61\u3001\u624b\u6cd5\u3001\u6210\u529f\u6307\u6a19\u306b\u3088\u3063\u3066\u306fLLMO\u3092\u512a\u5148\u3057\u305f\u3044\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059<\/strong>\u3002\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u306e\u5177\u4f53\u7684\u306a\u76ee\u7684\u3084\u5bfe\u8c61\u3001\u624b\u6cd5\u3001\u6210\u529f\u6307\u6a19\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th><\/th><th><strong><strong>\u6280\u8853\u7684LLM\u6700\u9069\u5316<\/strong><\/strong><\/th><th><strong><strong><strong>LLMO<\/strong><\/strong><\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>\u4e3b\u306a\u76ee\u7684<\/strong><\/td><td>\u30fb\u30e2\u30c7\u30eb\u306e\u30b3\u30a2\u6027\u80fd\uff08\u30b3\u30b9\u30c8\u3001\u901f\u5ea6\u3001\u7cbe\u5ea6\uff09\u306e\u6539\u5584<\/td><td>\u30fbAI\u751f\u6210\u56de\u7b54\u5185\u3067\u306eWeb\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5f15\u7528\u3084\u53ef\u8996\u6027\u5411\u4e0a<\/td><\/tr><tr><td><strong>\u5bfe\u8c61\u30b7\u30b9\u30c6\u30e0<\/strong><\/td><td>\u30fbLLM\u30e2\u30c7\u30eb\uff08\u305d\u306e\u3082\u306e\u81ea\u4f53\u3068\u5b9f\u884c\u57fa\u76e4\uff09<\/td><td>\u30fbGoogle AI Overviews\u3001ChatGPT\u306a\u3069\u306e\u5916\u90e8AI<br>\u30fbWeb\u30b5\u30a4\u30c8<\/td><\/tr><tr><td><strong>\u4e3b\u8981\u306a\u624b\u6cd5<\/strong><\/td><td>\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<br>\u30fbRAG<br>\u30fb\u91cf\u5b50\u5316<br>\u30fb\u77e5\u8b58\u84b8\u7559<br>\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/td><td>\u30fbE-E-A-T\u306e\u5f37\u5316<br>\u30fb\u7db2\u7f85\u6027\u3084\u72ec\u81ea\u6027\u306e\u9ad8\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210<br>\u30fbSEO\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<br>\u30fb\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5b9f\u88c5<br>\u30fbXML\u30b5\u30a4\u30c8\u30de\u30c3\u30d7\u6700\u9069\u5316\u306a\u3069<\/td><\/tr><tr><td><strong>\u6210\u529f\u6307\u6a19\uff08KPI\uff09<\/strong><\/td><td>\u30fb\u72ec\u81eaAI\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a<br>\u30fb\u793e\u5185\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\uff08\u554f\u3044\u5408\u308f\u305b\u8981\u7d04\u306a\u3069<\/td><td>\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<br>\u30fb\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0<br>\u30fb\u30e1\u30c7\u30a3\u30a2\u30b5\u30a4\u30c8\u3084EC\u30b5\u30a4\u30c8\u3078\u306e\u81ea\u7136\u6d41\u5165\u4fc3\u9032<\/td><\/tr><tr><td><strong>\u5178\u578b\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/strong><\/td><td>\u30fb\u72ec\u81eaAI\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a<br>\u30fb\u793e\u5185\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u306e\u81ea\u52d5\u5316\uff08\u554f\u3044\u5408\u308f\u305b\u8981\u7d04\u306a\u3069\uff09<\/td><td>\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<br>\u30fb\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0<br>\u30fb\u30e1\u30c7\u30a3\u30a2\u30b5\u30a4\u30c8\u3084EC\u30b5\u30a4\u30c8\u3078\u306e\u81ea\u7136\u6d41\u5165\u4fc3\u9032<\/td><\/tr><tr><td><strong>\u5fc5\u8981\u306a\u5c02\u9580\u6027<\/strong><\/td><td>\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<br>\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9<br>\u30fb\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9<\/td><td>\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4SEO<br>\u30fb\u30c6\u30af\u30cb\u30ab\u30ebSEO<br>\u30fb\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u3092\u8e0f\u307e\u3048\u3066\u3001\u3069\u3061\u3089\u3092\u512a\u5148\u7684\u306b\u5bfe\u7b56\u3057\u305f\u3044\u304b\u3092\u76ee\u7684\u5225\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%82%92%E5%84%AA%E5%85%88%E3%81%97%E3%81%9F%E3%81%84%E3%82%B1%E3%83%BC%E3%82%B9%EF%BC%9A%E8%87%AA%E7%A4%BEAI%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E9%96%8B%E7%99%BA%E3%82%84%E7%A4%BE%E5%86%85%E6%A5%AD%E5%8B%99%E8%87%AA%E5%8B%95%E5%8C%96\"><\/span>\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3092\u512a\u5148\u3057\u305f\u3044\u30b1\u30fc\u30b9\uff1a\u81ea\u793eAI\u30b5\u30fc\u30d3\u30b9\u958b\u767a\u3084\u793e\u5185\u696d\u52d9\u81ea\u52d5\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>\u6280\u8853\u7684LLM\u6700\u9069\u5316\u306f\u3001LLM\u306e\u30b3\u30a2\u6027\u80fd\u305d\u306e\u3082\u306e\u304c\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u76f4\u7d50\u3059\u308b\u5834\u5408\u306b\u512a\u5148\u3057\u305f\u3044\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u81ea\u793e\u3067AI\u3092\u7d44\u307f\u8fbc\u3093\u3060SaaS\u30d7\u30ed\u30c0\u30af\u30c8\u306a\u3069\u3092\u958b\u767a\u30fb\u63d0\u4f9b\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u8a72\u5f53\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u306e\u5fdc\u7b54\u901f\u5ea6\u3001\u7cbe\u5ea6\u3001API\u30b3\u30b9\u30c8\u306f\u3001\u88fd\u54c1\u306e\u7af6\u4e89\u529b\u3084\u53ce\u76ca\u6027\u306b\u76f4\u63a5\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u6027\u80fd\u306e\u6539\u5584\u306f\u6700\u512a\u5148\u8ab2\u984c\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u9867\u5ba2\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5316\u3084\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u691c\u7d22\u306a\u3069\u3001<strong>\u30af\u30ed\u30fc\u30ba\u30c9\u306a\u74b0\u5883\u3067\u7279\u5b9a\u306e\u696d\u52d9\u3092\u52b9\u7387\u5316\u3059\u308b\u305f\u3081\u306bLLM\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3082\u6280\u8853\u7684LLM\u6700\u9069\u5316\u304c\u4e2d\u5fc3<\/strong>\u3067\u3059\u3002\u5916\u90e8\u3078\u306e\u53ef\u8996\u6027\u306f\u4e0d\u8981\u3067\u3001\u3044\u304b\u306b\u4f4e\u30b3\u30b9\u30c8\u3067\u6b63\u78ba\u304b\u3064\u5b89\u5168\u306b\u793e\u5185\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3067\u304d\u308b\u304b\u304c\u6210\u529f\u306e\u9375\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMO%E3%82%92%E5%84%AA%E5%85%88%E3%81%97%E3%81%9F%E3%81%84%E3%82%B1%E3%83%BC%E3%82%B9%EF%BC%9A%E3%83%A1%E3%83%87%E3%82%A3%E3%82%A2%E9%81%8B%E5%96%B6%E3%82%84%E3%82%B3%E3%83%B3%E3%83%86%E3%83%B3%E3%83%84%E3%83%9E%E3%83%BC%E3%82%B1%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0\"><\/span>LLMO\u3092\u512a\u5148\u3057\u305f\u3044\u30b1\u30fc\u30b9\uff1a\u30e1\u30c7\u30a3\u30a2\u904b\u55b6\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>LLMO\u306f\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u306e\u8a8d\u77e5\u5ea6\u3084\u53ef\u8996\u6027\u304c\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u529f\u306b\u4e0d\u53ef\u6b20\u306a\u5834\u5408\u306b\u691c\u8a0e\u3059\u3079\u304d\u30a2\u30d7\u30ed\u30fc\u30c1<\/strong>\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u81ea\u7136\u306a\u5ef6\u9577\u7dda\u4e0a\u306b\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u3084EC\u30b5\u30a4\u30c8\u306e\u3088\u3046\u306b\u3001\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u691c\u7d22\u304b\u3089\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u4e8b\u696d\u306e\u751f\u547d\u7dda\u3067\u3042\u308b\u30d3\u30b8\u30cd\u30b9\u304c\u3053\u308c\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u691c\u7d22\u884c\u52d5\u304cAI\u3068\u306e\u5bfe\u8a71\u306b\u30b7\u30d5\u30c8\u3059\u308b\u4e2d\u3067\u3001AI\u306e\u56de\u7b54\u306b\u5f15\u7528\u3055\u308c\u308b\u3053\u3068\u306f\u65b0\u3057\u3044\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u6e90\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u5fc5\u9808\u6226\u7565\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001<strong>\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8d77\u70b9\u306b\u9867\u5ba2\u7372\u5f97\u3092\u56f3\u3063\u3066\u3044\u308bBtoB\u4f01\u696d\u306a\u3069\u3082LLMO\u306e\u512a\u5148\u5bfe\u8c61<\/strong>\u3068\u306a\u308a\u307e\u3059\u3002AI\u304c\u81ea\u793e\u88fd\u54c1\u3092\u63a8\u5968\u3059\u308b\u6a5f\u4f1a\u3092\u5275\u51fa\u3059\u308b\u3053\u3068\u306f\u3001\u5f37\u529b\u306a\u8a8d\u77e5\u62e1\u5927\u306b\u3064\u306a\u304c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%80%E8%A1%93%E7%9A%84LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8LLMO%E3%81%AE%E9%80%A3%E6%90%BA%E6%88%A6%E7%95%A5%E3%82%82%E6%99%82%E3%81%AB%E3%81%AF%E5%BF%85%E8%A6%81\"><\/span>\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u306e\u9023\u643a\u6226\u7565\u3082\u6642\u306b\u306f\u5fc5\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u524d\u9805\u3067\u306f\u3001\u6280\u8853\u7684LLM\u6700\u9069\u5316\u3068LLMO\u306e\u3069\u3061\u3089\u3092\u512a\u5148\u3059\u3079\u304d\u304b\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u304c\u3001\u7af6\u5408\u3092\u5727\u5012\u3059\u308b\u30ec\u30d9\u30eb\u307e\u3067\u306b\u81ea\u793eAI\u306e\u6027\u80fd\u3092\u5f15\u304d\u4e0a\u3052\u308b\u306b\u306f\u3001\u3053\u308c\u3089\u3092\u6226\u7565\u7684\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI\u306e\u300c\u982d\u8133\u300d\u3068\u3001\u305d\u308c\u304c\u5b66\u3076\u300c\u6559\u79d1\u66f8\u300d\u306e\u4e21\u65b9\u3092\u6700\u9ad8\u54c1\u8cea\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u5358\u72ec\u306e\u65bd\u7b56\u3068\u306f\u6bd4\u8f03\u306b\u306a\u3089\u306a\u3044\u307b\u3069\u56de\u7b54\u306e\u7cbe\u5ea6\u3068\u4fe1\u983c\u6027\u306e\u5411\u4e0a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u76f8\u4e57\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a2\u3064\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RAG%E3%81%AE%E5%8F%82%E7%85%A7%E3%82%BD%E3%83%BC%E3%82%B9%E3%82%92LLMO%E3%81%A7%E5%BC%B7%E5%8C%96%E3%81%99%E3%82%8B\"><\/span>RAG\u306e\u53c2\u7167\u30bd\u30fc\u30b9\u3092LLMO\u3067\u5f37\u5316\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>RAG\u3067\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u53c2\u7167\u3059\u308b\u969b\u3001LLMO\u3067\u6700\u9069\u5316\u6e08\u307f\u306e\u81ea\u793e\u30b5\u30a4\u30c8\u3092\u30b3\u30f3\u30c6\u30f3\u30c4DB\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\u306f\u6975\u3081\u3066\u6709\u52b9<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a<strong>\u81ea\u793e\u30b5\u30a4\u30c8\u306eE-E-A-T\uff08\u4fe1\u983c\u6027\u306a\u3069\uff09\u3092\u9ad8\u3081\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u60c5\u5831\u3092AI\u5411\u3051\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u6574\u5099<\/strong>\u3057\u307e\u3059\u3002\u3053\u306e\u6700\u9069\u5316\u3055\u308c\u305f\u30b5\u30a4\u30c8\u3092RAG\u306e\u53c2\u7167\u5148\u306b\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u793e\u5185AI\u306f\u5e38\u306b\u6700\u65b0\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u3001\u6574\u7406\u3055\u308c\u305f\u793e\u5185\u60c5\u5831\u3092\u57fa\u306b\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d50\u679c\u3068\u3057\u3066\u4e0d\u78ba\u304b\u306a\u5916\u90e8\u60c5\u5831\u6e90\u306b\u983c\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u793e\u5185AI\u306e\u56de\u7b54\u306f\u60c5\u5831\u306e\u9bae\u5ea6\u3068\u7cbe\u5ea6\u304c\u5287\u7684\u306b\u5411\u4e0a\u3059\u308b\u305f\u3081\u3001\u9867\u5ba2\u5bfe\u5fdc\u3084\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u5171\u6709\u306e\u8cea\u3092\u5927\u5e45\u306b\u9ad8\u3081\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%87%AA%E7%A4%BE%E3%82%B5%E3%83%BC%E3%83%93%E3%82%B9%E3%81%AB%E7%B5%84%E3%81%BF%E8%BE%BC%E3%82%80AI%E3%81%AE%E5%BF%9C%E7%AD%94%E5%93%81%E8%B3%AA%E3%82%92%E5%86%85%E5%A4%96%E3%81%8B%E3%82%89%E9%AB%98%E3%82%81%E3%82%8B\"><\/span>\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u306b\u7d44\u307f\u8fbc\u3080AI\u306e\u5fdc\u7b54\u54c1\u8cea\u3092\u5185\u5916\u304b\u3089\u9ad8\u3081\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u81ea\u793e\u958b\u767aAI\u306e\u56de\u7b54\u54c1\u8cea\u3092\u6700\u5927\u5316\u3059\u308b\u306b\u306f\u3001<strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u4e8b\u524d\u306b\u5b66\u7fd2\u6e08\u307f\u306eAI\u30e2\u30c7\u30eb\u3092\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3059\u308b\u624b\u6cd5\uff09\u3068LLMO\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u6709\u52b9<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3067\u3001AI\u306e\u53e3\u8abf\u3084\u6027\u683c\u3068\u3044\u3063\u305f\u5fdc\u7b54\u30b9\u30bf\u30a4\u30eb\u3092\u30d6\u30e9\u30f3\u30c9\u30a4\u30e1\u30fc\u30b8\u306b\u5408\u308f\u305b\u3066\u5236\u5fa1\u3057\u307e\u3059\u3002AI\u304c\u53c2\u7167\u3059\u308b\u77e5\u8b58\u306f\u3001LLMO\u3067E-E-A-T\u3084\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u6574\u5099\u3057\u305f\u81ea\u793e\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\u3092\u60c5\u5831\u6e90\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u300c\u500b\u6027\uff08\u30b9\u30bf\u30a4\u30eb\uff09\u300d\u3068\u300c\u6b63\u78ba\u306a\u77e5\u8b58\u300d\u306e\u4e21\u7acb\u306b\u3088\u308a\u3001<strong>\u30e6\u30fc\u30b6\u30fc\u306f\u30d6\u30e9\u30f3\u30c9\u306b\u5408\u3063\u305f\u89aa\u3057\u307f\u3084\u3059\u3044\u30b9\u30bf\u30a4\u30eb\u3067\u5e38\u306b\u6700\u65b0\u304b\u3064\u6b63\u78ba\u306a\u56de\u7b54\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u6700\u5927\u5316\u3092\u56f3\u308c\u308b<\/strong>\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%82%92%E6%94%AF%E3%81%88%E3%82%8B%E9%81%8B%E7%94%A8%E5%9F%BA%E7%9B%A4%E3%80%8CLLMOps%E3%80%8D%E3%81%A8%E3%81%AF\"><\/span>LLM\u6700\u9069\u5316\u3092\u652f\u3048\u308b\u904b\u7528\u57fa\u76e4\u300cLLMOps\u300d\u3068\u306f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>LLM\u6700\u9069\u5316\u306b\u3064\u3044\u3066\u8b70\u8ad6\u3059\u308b\u969b\u3001\u3057\u3070\u3057\u3070\u300cLLMOps\u300d\u3068\u3044\u3046\u985e\u4f3c\u3057\u305f\u7528\u8a9e\u304c\u51fa\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>LLM\u6700\u9069\u5316\u306f\u300c\u4f55\u3092\u300d\u3059\u308b\u304b\u3001\u3059\u306a\u308f\u3061\u6027\u80fd\u5411\u4e0a\u306e\u305f\u3081\u306e\u300c\u6280\u8853\u300d\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u5bfe\u3057\u3066<strong>LLMOps\u306f\u300c\u3069\u306e\u3088\u3046\u306b\u300d\u305d\u308c\u3092\u884c\u3046\u304b\u3001\u3064\u307e\u308a\u305d\u308c\u3089\u306e\u6280\u8853\u3092\u5b89\u5b9a\u7684\u306b\u958b\u767a\u30fb\u904b\u7528\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u300c\u4ed5\u7d44\u307f\u300d\u3084\u300c\u6587\u5316\u300d<\/strong>\u3092\u6307\u3057\u307e\u3059\u3002\u4e21\u8005\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001LLM\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f\u4e0a\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001\u305d\u306e\u300cLLMOps\u300d\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMOps%E3%81%A8%E3%81%AF%EF%BC%9FLLM%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E3%81%AE%E5%AE%89%E5%AE%9A%E9%81%8B%E7%94%A8%E3%82%92%E6%94%AF%E3%81%88%E3%82%8B%E9%96%8B%E7%99%BA%E5%9F%BA%E7%9B%A4\"><\/span>LLMOps\u3068\u306f\uff1fLLM\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u904b\u7528\u3092\u652f\u3048\u308b\u958b\u767a\u57fa\u76e4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong>LLMOps\u3068\u306f\u3001LLM\u3092\u6d3b\u7528\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b89\u5b9a\u7684\u304b\u3064\u52b9\u7387\u7684\u306b\u958b\u767a\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u76e3\u8996\u3001\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u4e00\u9023\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3084\u30c4\u30fc\u30eb\u3001\u6587\u5316\u5168\u4f53\u3092\u6307\u3059\u8a00\u8449<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u5f93\u6765\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u304a\u3051\u308bDevOps\u3084\u3001\u6a5f\u68b0\u5b66\u7fd2\u5168\u822c\u3092\u5bfe\u8c61\u3068\u3059\u308bMLOps\u306e\u8003\u3048\u65b9\u3092\u3001LLM\u7279\u6709\u306e\u8ab2\u984c\u306b\u5408\u308f\u305b\u3066\u767a\u5c55\u3055\u305b\u305f\u3082\u306e\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6d3b\u52d5\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<div style=\"background: #F2EAD4; padding: 15px; border: 0px solid #F2EAD4; border-radius: 10px; word-break: break-all;\">\n  <ul style=\"margin-top: 0; padding-left: 1.2em;\">\n    <li>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\n<\/li>\n    <li>\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\n<\/li>\n <li>API\u5229\u7528\u6599\u306a\u3069\u306e\u30b3\u30b9\u30c8\u76e3\u8996\n<\/li>\n <li>\u30e2\u30c7\u30eb\u306e\u51fa\u529b\u54c1\u8cea\u3092\u8a55\u4fa1\u3057\u6539\u5584\u306b\u3064\u306a\u3052\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7\u306e\u69cb\u7bc9<\/li>\n  <\/ul>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%AC%E3%82%B7%E3%83%94%EF%BC%88%E6%9C%80%E9%81%A9%E5%8C%96%EF%BC%89%E3%81%A8%E3%82%AD%E3%83%83%E3%83%81%E3%83%B3%EF%BC%88LLMOps%EF%BC%89%E3%81%AE%E7%9B%B8%E4%BA%92%E9%96%A2%E4%BF%82\"><\/span>\u30ec\u30b7\u30d4\uff08\u6700\u9069\u5316\uff09\u3068\u30ad\u30c3\u30c1\u30f3\uff08LLMOps\uff09\u306e\u76f8\u4e92\u95a2\u4fc2<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM\u6700\u9069\u5316\u3068LLMOps\u306e\u95a2\u4fc2\u306f\u3001\u6599\u7406\u306b\u4f8b\u3048\u308b\u3068\u30a4\u30e1\u30fc\u30b8\u3057\u3084\u3059\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><strong>LLM\u6700\u9069\u5316\u306e\u5404\u624b\u6cd5\u306f\u3001\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u3044\u3046\u300c\u7f8e\u5473\u3057\u3044\u6599\u7406\u300d\u3092\u4f5c\u308a\u51fa\u3059\u305f\u3081\u306e\u5177\u4f53\u7684\u306a\u300c\u30ec\u30b7\u30d4\uff08\u6280\u8853\uff09\u300d<\/strong>\u3067\u3059\u3002\u4e00\u65b9\u3067<strong>LLMOps\u306f\u3001\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306b\u6599\u7406\u3092\u63d0\u4f9b\u3057\u7d9a\u3051\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u300c\u30ad\u30c3\u30c1\u30f3\uff08\u4ed5\u7d44\u307f\uff09\u300d\u5168\u4f53<\/strong>\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u512a\u308c\u305f\u30ec\u30b7\u30d4\u304c\u3042\u3063\u3066\u3082\u3001\u6574\u3063\u305f\u30ad\u30c3\u30c1\u30f3\u304c\u306a\u3051\u308c\u3070\u30ec\u30b9\u30c8\u30e9\u30f3\u306f\u958b\u696d\u3067\u304d\u307e\u305b\u3093\u3002\u9ad8\u54c1\u8cea\u306aAI\u30b5\u30fc\u30d3\u30b9\u3092\u7d99\u7d9a\u7684\u306b\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u512a\u308c\u305f\u300c\u30ec\u30b7\u30d4\u300d\u3068\u3001\u305d\u308c\u3092\u652f\u3048\u308b\u9811\u5065\u306a\u300c\u30ad\u30c3\u30c1\u30f3\u300d\u306e\u4e21\u65b9\u304c\u4e0d\u53ef\u6b20\u306a\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AB%E9%96%A2%E3%81%99%E3%82%8B%E3%82%88%E3%81%8F%E3%81%82%E3%82%8B%E8%B3%AA%E5%95%8F\"><\/span>LLM\u6700\u9069\u5316\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>LLM\u6700\u9069\u5316\u306b\u95a2\u3057\u3066\u3088\u304f\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u306b\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%AB%E3%81%AF%E3%80%81%E3%81%A9%E3%81%AE%E3%82%88%E3%81%86%E3%81%AA%E7%A8%AE%E9%A1%9E%E3%81%8C%E3%81%82%E3%82%8B%EF%BC%9F\"><\/span>LLM\u6700\u9069\u5316\u306b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u304c\u3042\u308b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM\u6700\u9069\u5316\u306f\u3001\u5927\u304d\u304f2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u5206\u3051\u3089\u308c\u307e\u3059\u3002\u3072\u3068\u3064\u306fAI\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u30b3\u30b9\u30c8\u3084\u901f\u5ea6\u3001\u7cbe\u5ea6\u306a\u3069\u3092\u6539\u5584\u3059\u308b\u300c\u6280\u8853\u7684LLM\u6700\u9069\u5316\u300d\u3002\u3082\u3046\u3072\u3068\u3064\u306f\u3001Google\u306eAI Overviews\u306a\u3069\u3067\u81ea\u793e\u306eWeb\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u5f15\u7528\u3055\u308c\u308b\u3053\u3068\u3092\u76ee\u6307\u3059\u3001\u6b21\u4e16\u4ee3\u306eSEO\u300cLLMO\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8a73\u3057\u304f\u306f\u3001\u8a18\u4e8b\u5185\u306e\u300c<a href=\"#i-1\">LLM\u6700\u9069\u5316\u3068\u306f\uff1f\u6210\u679c\u3092\u6700\u5927\u5316\u3059\u308b2\u3064\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Google%E3%81%AEAI%E6%A4%9C%E7%B4%A2%EF%BC%88AI_Overviews%EF%BC%89%E3%81%AB%E5%BC%95%E7%94%A8%E3%81%95%E3%82%8C%E3%82%8B%E6%96%B9%E6%B3%95%E3%81%AF%EF%BC%9F\"><\/span>Google\u306eAI\u691c\u7d22\uff08AI Overviews\uff09\u306b\u5f15\u7528\u3055\u308c\u308b\u65b9\u6cd5\u306f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>AI\u306b\u5f15\u7528\u3055\u308c\u308b\u305f\u3081\u306b\u306f\u3001LLMO\uff08AIO\uff09\u3068\u547c\u3070\u308c\u308b\u53d6\u308a\u7d44\u307f\u304c\u91cd\u8981\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u300c\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u9020\u3092\u660e\u78ba\u306b\u3059\u308b\u300d\u300cE-E-A-T\u3092\u62c5\u4fdd\u3057\u60c5\u5831\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u300d\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u60c5\u5831\u306e\u610f\u5473\u3092AI\u306b\u6b63\u3057\u304f\u4f1d\u3048\u308b\u300d\u3068\u3044\u3063\u305f\u624b\u6cd5\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8a73\u3057\u304f\u306f\u3001\u8a18\u4e8b\u5185\u306e\u300c<a href=\"#i-2\">LLM\u6700\u9069\u5316\u3068SEO\u306e\u95a2\u4fc2\u6027\uff1a\u6b21\u4e16\u4ee3\u306eLLMO\u3068\u306f\uff1f<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLM%E6%9C%80%E9%81%A9%E5%8C%96%E3%81%A8%E3%80%8CLLMOps%E3%80%8D%E3%81%AF%E4%BD%95%E3%81%8C%E9%81%95%E3%81%86%EF%BC%9F\"><\/span>LLM\u6700\u9069\u5316\u3068\u300cLLMOps\u300d\u306f\u4f55\u304c\u9055\u3046\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>LLM\u6700\u9069\u5316\u304c\u6027\u80fd\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u300c\u6280\u8853\uff08\u30ec\u30b7\u30d4\uff09\u300d\u305d\u306e\u3082\u306e\u3092\u6307\u3059\u306e\u306b\u5bfe\u3057\u3001LLMOps\u306f\u3001\u305d\u308c\u3089\u306e\u6280\u8853\u3092\u5b89\u5b9a\u7684\u306b\u958b\u767a\u30fb\u904b\u7528\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u300c\u4ed5\u7d44\u307f\u3084\u6587\u5316\uff08\u30ad\u30c3\u30c1\u30f3\uff09\u300d\u5168\u4f53\u3092\u6307\u3057\u307e\u3059\u3002\u9ad8\u54c1\u8cea\u306aAI\u30b5\u30fc\u30d3\u30b9\u306b\u306f\u3001\u3053\u306e\u4e21\u65b9\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u8a73\u3057\u304f\u306f\u8a18\u4e8b\u5185\u306e\u300c<a href=\"#i-3\">LLM\u6700\u9069\u5316\u3092\u652f\u3048\u308b\u904b\u7528\u57fa\u76e4\u300eLLMOps\u300f\u3068\u306f<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span 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