{"id":16385,"date":"2026-07-31T07:05:29","date_gmt":"2026-07-30T22:05:29","guid":{"rendered":"https:\/\/www.suzukikenichi.com\/blog\/?p=16385"},"modified":"2026-07-31T07:01:21","modified_gmt":"2026-07-30T22:01:21","slug":"what-factor-drives-brand-visibility-in-ai-search-a-large-scale-study-of-freshness-structure-and-off-site-signals","status":"publish","type":"post","link":"https:\/\/www.suzukikenichi.com\/blog\/what-factor-drives-brand-visibility-in-ai-search-a-large-scale-study-of-freshness-structure-and-off-site-signals\/","title":{"rendered":"AI\u691c\u7d22\u306e\u30d6\u30e9\u30f3\u30c9\u9732\u51fa\u3092\u5de6\u53f3\u3059\u308b\u8981\u56e0\u306f\u4f55\uff1f \u9bae\u5ea6\u30fb\u69cb\u9020\u30fb\u5916\u90e8\u8a55\u4fa1\u3092\u5927\u898f\u6a21\u8abf\u67fb"},"content":{"rendered":"<p class=\"p20-b al-r small\">[\u30ec\u30d9\u30eb: \u4e0a\u7d1a]<\/p>\n<p>AI \u691c\u7d22\u3067\u30d6\u30e9\u30f3\u30c9\u3084\u30da\u30fc\u30b8\u304c\u3069\u306e\u3088\u3046\u306b\u8868\u793a\u30fb\u5f15\u7528\u3055\u308c\u308b\u304b\u3092\u3001AirOps \u3068 Kevin Indig\uff08\u30b1\u30d3\u30f3\u30fb\u30a4\u30f3\u30c7\u30a3\u30b0\uff09\u6c0f\u304c\u5927\u898f\u6a21\u306b\u8abf\u67fb\u30fb\u5206\u6790\u3057\u3001<a href=\"https:\/\/www.airops.com\/lp\/the-state-of-aeo-report\">\u30ec\u30dd\u30fc\u30c8\u3092\u516c\u958b<\/a>\u3057\u307e\u3057\u305f\u3002<br \/>\u4e3b\u306b\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u66f4\u65b0\u983b\u5ea6\u3001\u30da\u30fc\u30b8\u69cb\u9020\u3001UGC \u3084\u5916\u90e8\u30b5\u30a4\u30c8\u304b\u3089\u306e\u8a00\u53ca\u3001\u8907\u6570\u56de\u306e\u56de\u7b54\u751f\u6210\u306b\u304a\u3051\u308b\u9732\u51fa\u5909\u52d5\u3001AI Overviews \u3068\u901a\u5e38\u691c\u7d22\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p class=\"p60-b\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8abf\u67fb\u7d50\u679c\u306e\u30cf\u30a4\u30e9\u30a4\u30c8\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2>\u7d50\u679c\u6982\u8981<\/h2>\n<p>AI \u691c\u7d22\u3067\u306f\u3001\u5f93\u6765\u306e\u691c\u7d22\u9806\u4f4d\u306e\u3088\u3046\u306a\u56fa\u5b9a\u3055\u308c\u305f\u300c1 \u4f4d\u300d\u304c\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\u60c5\u5831\u306e\u65b0\u3057\u3055\u3084\u5185\u5bb9\u306e\u69cb\u9020\u5316\u3001\u5916\u90e8\u30b5\u30a4\u30c8\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u306e\u8a55\u4fa1\u306b\u3088\u3063\u3066\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u9732\u51fa\u304c\u5e38\u306b\u5165\u308c\u66ff\u308f\u308a\u307e\u3059\u3002<\/p>\n<p class=\"p40-b\">\u4f01\u696d\u304c\u5b58\u5728\u611f\u3092\u4fdd\u3064\u306b\u306f\u3001\u81ea\u793e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\uff08\u3067\u304d\u308c\u3070 3 \u304b\u6708\u4ee5\u5185\uff09\u30fb\u6574\u7406\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001YouTube\u3001Reddit\u3001\u6bd4\u8f03\u8a18\u4e8b\u3001\u30ec\u30d3\u30e5\u30fc\u306a\u3069\u81ea\u793e\u5916\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8a55\u4fa1\u30fb\u8a00\u53ca\u3055\u308c\u308b\u300cOffsite\uff08\u30b5\u30a4\u30c8\u5916\uff09\u65bd\u7b56\u300d\u3068\u300c\u30c7\u30e5\u30a2\u30eb\u30b7\u30b0\u30ca\u30eb\uff08\u5f15\u7528\u3068\u540d\u524d\u306e\u8a00\u53ca\u306e\u4e21\u7acb\uff09\u300d\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3060\u3068\u7d50\u8ad6\u3065\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u91cd\u8981\u30dd\u30a4\u30f3\u30c8<\/h2>\n<h3>\u60c5\u5831\u306e\u65b0\u3057\u3055<\/h3>\n<ul>\n<li>3 \u304b\u6708\u4ee5\u4e0a\u66f4\u65b0\u3055\u308c\u3066\u3044\u306a\u3044\u30da\u30fc\u30b8\u306f\u3001\u76f4\u8fd1\u3067\u66f4\u65b0\u3055\u308c\u305f\u30da\u30fc\u30b8\u3088\u308a AI \u306e\u5f15\u7528\u3092\u5931\u3046\u53ef\u80fd\u6027\u304c 3 \u500d\u4ee5\u4e0a\u9ad8\u3044\u3002<\/li>\n<li>AI \u5f15\u7528\u30da\u30fc\u30b8\u306e 70% \u4ee5\u4e0a\u306f\u904e\u53bb 1 \u5e74\u4ee5\u5185\u300150% \u4ee5\u4e0a\u306f 6 \u304b\u6708\u4ee5\u5185\u306b\u66f4\u65b0\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li>\u8cfc\u8cb7\u610f\u6b32\u306e\u9ad8\u3044\u691c\u7d22\uff08Commercial Queries\uff09\u3067\u306f\u3055\u3089\u306b\u57fa\u6e96\u304c\u53b3\u3057\u3044\u3002\u5546\u7528\u5f15\u7528\u306e\u7d04 83% \u304c\u904e\u53bb 1 \u5e74\u4ee5\u5185\u300160% \u4ee5\u4e0a\u304c 6 \u304b\u6708\u4ee5\u5185\u306b\u66f4\u65b0\u3055\u308c\u305f\u30da\u30fc\u30b8\u304b\u3089\u767a\u751f\u3057\u3066\u3044\u308b\u3002SaaS\u3001\u91d1\u878d\u3001\u30cb\u30e5\u30fc\u30b9\u306a\u3069\u5909\u5316\u306e\u901f\u3044\u696d\u754c\u3067\u306f 3 \u304b\u6708\u4ee5\u5185\u306e\u66f4\u65b0\u304c\u5fc5\u9808\u3068\u8003\u3048\u3089\u308c\u308b\u3002<\/li>\n<\/ul>\n<h3>\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u5206\u304b\u308a\u3084\u3059\u304f\u69cb\u9020\u5316\u3059\u308b<\/h3>\n<ul>\n<li>1 \u3064\u306e <code>&lt;h1&gt;<\/code> \u30bf\u30b0\u3068\u8ad6\u7406\u7684\u306a\u898b\u51fa\u3057\u968e\u5c64\u3092\u6301\u3064\u30da\u30fc\u30b8\u306f AI \u691c\u7d22\u3067\u306e\u5f15\u7528\u7387\u304c\u5927\u5e45\u306b\u9ad8\u307e\u308b\u3002\u898b\u51fa\u3057\u968e\u5c64\u304c\u9069\u5207\u306a\u30da\u30fc\u30b8\u306f\u5f15\u7528\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c 2.8 \u500d\u306b\u306a\u308b\u3002<\/li>\n<li>ChatGPT \u3067\u5f15\u7528\u3055\u308c\u308b\u30da\u30fc\u30b8\u306e\u7d04 80% \u304c\u30ea\u30b9\u30c8\uff08\u7b87\u6761\u66f8\u304d\uff09\u3092\u6d3b\u7528\u3057\u3066\u3044\u308b\u3002<\/li>\n<li>\u5f15\u7528\u30da\u30fc\u30b8\u5168\u4f53\u306e\u7d04 61% \u304c 3 \u7a2e\u985e\u4ee5\u4e0a\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5b9f\u88c5\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n<h3>\u81ea\u793e\u30b5\u30a4\u30c8\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206<\/h3>\n<ul>\n<li>\u5546\u7528\u691c\u7d22\u306e\u65e9\u671f\u767a\u898b\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u8a00\u53ca\u306e 85% \u304c\u7b2c\u4e09\u8005\u30b5\u30a4\u30c8\uff08\u6bd4\u8f03\u8a18\u4e8b\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u307e\u3068\u3081\u8a18\u4e8b\u306a\u3069\uff09\u304b\u3089\u767a\u751f\u3057\u3066\u3044\u308b\u3002\u4e00\u65b9\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u7531\u6765\u306f 13% \u3060\u3063\u305f\u3002\u81ea\u793e\u5916\u3067\u306e\u9732\u51fa\u3092\u9ad8\u3081\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u30b5\u30a4\u30c8\u306e\u307f\u306b\u983c\u308b\u3088\u308a\u9732\u51fa\u6a5f\u4f1a\u304c 6.5 \u500d\u9ad8\u307e\u308b\u3002<\/li>\n<li>\u8a18\u4e8b\u5185\u306e\u4e0a\u4f4d 3 \u67a0\u4ee5\u5185\u306b\u30d6\u30e9\u30f3\u30c9\u304c\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u5168\u4f53\u306e\u7d04 80% \u3092\u5360\u3081\u308b\u3002<\/li>\n<li>\u5916\u90e8\u30ea\u30f3\u30af\u306f\u3001\u901a\u5e38\u306efollow\uff08\u30b9\u30d4\u30a2\u30de\u30f3\u76f8\u95a2 0.504\uff09\u3068 nofollow\uff08\u540c 0.509\uff09\u304c\u307b\u307c\u540c\u7b49\u306e\u5f37\u3055\u3067 AI \u9732\u51fa\u3068\u76f8\u95a2\u3059\u308b\u3002\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306a\u3069\u306e\u753b\u50cf\u30ea\u30f3\u30af\u3082 AI \u8a00\u53ca\u3068\u5f37\u304f\u76f8\u95a2\u3059\u308b\uff08\u203b follow \u3068\u540c\u7b49\u306e\u5f37\u3055\u304b\u306f\u5143\u30c7\u30fc\u30bf\u3067\u660e\u793a\u3055\u308c\u3066\u3044\u306a\u3044\uff09\u3002<\/li>\n<\/ul>\n<h3>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068 UGC<\/h3>\n<ul>\n<li>AI \u691c\u7d22\u306e\u5f15\u7528\u306e 48% \u306f\u3001\u6b21\u306e\u3088\u3046\u306a UGC\/\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30c9\u30e1\u30a4\u30f3\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002\n<ul>\n<li>Reddit<\/li>\n<li>LinkedIn<\/li>\n<li>YouTube<\/li>\n<li>Wikipedia<\/li>\n<\/ul>\n<\/li>\n<li>Reddit \u306f AI \u56de\u7b54\u306e\u7d04 5 \u56de\u306b 1 \u56de\uff0820%\uff09\u306b\u767b\u5834\u3057\u3001\u7279\u306b\u30d6\u30e9\u30f3\u30c9\u540d\u3092\u542b\u307e\u306a\u3044\u30ab\u30c6\u30b4\u30ea\u691c\u7d22\uff0888%\uff09\u3067\u5f37\u3044\u5f71\u97ff\u529b\u3092\u6301\u3064\u3002\u58f2\u308a\u8fbc\u307f\u3067\u306f\u306a\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\u3078\u306e\u56de\u7b54\u3084\u5b9f\u4f53\u9a13\u306e\u5171\u6709\u304c\u52b9\u679c\u7684\u3002<\/li>\n<\/ul>\n<h3>\u5b66\u7fd2\u30fb\u89e3\u8aac\u76ee\u7684\u306e\u691c\u7d22\u306b\u5727\u5012\u7684\u306b\u5f37\u3044 YouTube<\/h3>\n<ul>\n<li>YouTube \u5f15\u7528\u306e 75% \u306f\u30d6\u30e9\u30f3\u30c9\u540d\u3092\u542b\u307e\u306a\u3044\u691c\u7d22\uff08\u30cf\u30a6\u30c4\u30fc\u3084\u6982\u5ff5\u306e\u89e3\u8aac\u3001\u6bd4\u8f03\uff09\u304b\u3089\u751f\u3058\u3066\u3044\u308b\u3002Gemini \u3084 Perplexity \u3067\u306f\u5168\u30bd\u30fc\u30b9\u4e2d 2 \u4f4d\u3001Google AI Mode \u3067\u306f 3 \u4f4d\u306e\u5f15\u7528\u983b\u5ea6\u3092\u8a87\u308b\u3002<\/li>\n<\/ul>\n<h3>AI \u691c\u7d22\u306e\u9732\u51fa\u306f\u7d76\u3048\u305a\u5909\u52d5\u3059\u308b<\/h3>\n<ul>\n<li>\u9023\u7d9a\u3057\u305f\u56de\u7b54\u3067\u8868\u793a\u3055\u308c\u7d9a\u3051\u308b\u30d6\u30e9\u30f3\u30c9\u306f\u308f\u305a\u304b 30% \u306b\u3059\u304e\u306a\u3044\u3002<\/li>\n<li>\u300cURL \u304c\u5f15\u7528 (Cited) \u3055\u308c\u308b\u300d\u3060\u3051\u3067\u306a\u304f\u300c\u30c6\u30ad\u30b9\u30c8\u5185\u3067\u30d6\u30e9\u30f3\u30c9\u540d\u304c\u8a00\u53ca (Mentioned) \u3055\u308c\u308b\u300d\u306e\u4e21\u65b9\u3092\u6e80\u305f\u3059 (Dual Signal\uff1a\u30c7\u30e5\u30a2\u30eb\u30b7\u30b0\u30ca\u30eb) \u30d6\u30e9\u30f3\u30c9\u306f\u3001\u5f15\u7528\u306e\u307f\u306e\u30d6\u30e9\u30f3\u30c9\u3088\u308a\u56de\u7b54\u3078\u306e\u518d\u8868\u793a\u78ba\u7387\u304c 40% \u9ad8\u3044\u3002\u305f\u3060\u3057\u3001\u5f15\u7528\u3068\u8a00\u53ca\u306e\u4e21\u65b9\u3092\u6e80\u305f\u3059\u56de\u7b54\u306f\u5168\u4f53\u306e\u7d04 28% \u306b\u3068\u3069\u307e\u308a\u3001\u30c7\u30e5\u30a2\u30eb\u30b7\u30b0\u30ca\u30eb\u306f\u52b9\u679c\u304c\u5927\u304d\u3044\u4e00\u65b9\u3067\u6bd4\u8f03\u7684\u307e\u308c\u306a\u30d1\u30bf\u30fc\u30f3\u3067\u3042\u308b\u3002<\/li>\n<li>\u4e00\u5ea6\u56de\u7b54\u304b\u3089\u6d88\u3048\u3066\u3082\u3001\u30d6\u30e9\u30f3\u30c9\u306e 50% \u4ee5\u4e0a\u306f 2 \u56de\u4ee5\u5185\u306e\u691c\u7d22\u3067\u518d\u3073\u8868\u793a\u3055\u308c\u308b\u3002\u518d\u8868\u793a\u304c\u65e9\u3044\u30d6\u30e9\u30f3\u30c9\u307b\u3069\u3001\u65b0\u9bae\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u5f37\u3044\u30aa\u30d5\u30b5\u30a4\u30c8\u30b7\u30b0\u30ca\u30eb\u3092\u6301\u3064\u50be\u5411\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<h3>\u30bc\u30ed\u30af\u30ea\u30c3\u30af\u691c\u7d22\u306e\u5897\u52a0\u3068 AI Overviews<\/h3>\n<ul class=\"p40-b\">\n<li>Google AI Overviews \u306e\u5c0e\u5165\u5f8c\u3001\u30af\u30ea\u30c3\u30af\u306a\u3057\u3067\u7d42\u308f\u308b\u691c\u7d22\u304c 2.5 \u500d\u306b\u5897\u52a0\u3057\u305f\u3002<\/li>\n<li>AI Overview \u306b\u5f15\u7528\u3055\u308c\u308b URL \u306e\u7d04 59.6% \u306f\u3001\u901a\u5e38\u306e\u691c\u7d22\u9806\u4f4d\u3067\u4e0a\u4f4d 20 \u4f4d\u306b\u5165\u3063\u3066\u3044\u306a\u3044\u30da\u30fc\u30b8\u3067\u3042\u308b\u3002\u5f93\u6765\u306e SEO \u9806\u4f4d\u304c\u9ad8\u304f\u306a\u304f\u3066\u3082\u3001AI \u56de\u7b54\u306b\u63a1\u7528\u3055\u308c\u308b\u65b0\u305f\u306a\u6a5f\u4f1a\u304c\u5b58\u5728\u3059\u308b\u3002<\/li>\n<\/ul>\n<h2>AI \u691c\u7d22\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h2>\n<p>\u30ec\u30dd\u30fc\u30c8\u306f\u8abf\u67fb\u7d50\u679c\u304b\u3089\u3001AI \u691c\u7d22\u3067\u306e\u9732\u51fa\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b\u6b21\u306e\u3088\u3046\u306a\u53d6\u308a\u7d44\u307f\u3092\u63a8\u5968\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"p40-b\">\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u30d5\u30a1\u30fc\u30b9\u30c8\u3067\u66f8\u304f<\/strong> \u2015\u2015 \u8aad\u307f\u3084\u3059\u304f\u3001\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u610f\u56f3\u306b\u5408\u81f4\u3057\u305f\u4fa1\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n<li><strong>\u69cb\u9020\u306e\u7dad\u6301<\/strong> \u2015\u2015 1 \u3064\u306e <code>h1<\/code>\u3001\u8ad6\u7406\u7684\u306a\u898b\u51fa\u3057\u3001\u7b87\u6761\u66f8\u304d\u3001\u8907\u6570\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7528\u3044\u308b\u3002<\/li>\n<li><strong>\u72ec\u81ea\u306e\u4e00\u6b21\u60c5\u5831<\/strong> \u2015\u2015 \u72ec\u81ea\u306e\u8abf\u67fb\u30c7\u30fc\u30bf\u3001\u5c02\u9580\u5bb6\u306e\u77e5\u898b\u3001\u76f4\u63a5\u7684\u306a\u56de\u7b54\u3092\u6587\u982d\u306b\u914d\u7f6e\u3059\u308b\u3002<\/li>\n<li><strong>\u56db\u534a\u671f\u3054\u3068\u306e\u66f4\u65b0<\/strong> \u2015\u2015 \u91cd\u8981\u306a\u5546\u7528\u30da\u30fc\u30b8\u30fb\u6bd4\u8f03\u30da\u30fc\u30b8\u306f 3 \u304b\u6708\u3054\u3068\u306b\u30ea\u30d5\u30ec\u30c3\u30b7\u30e5\u3059\u308b\u3002<\/li>\n<li><strong>\u5916\u90e8\u767a\u4fe1\u3068\u30b3\u30df\u30e5\u30cb\u30c6\u30a3<\/strong> \u2015\u2015 \u5916\u90e8\u30e1\u30c7\u30a3\u30a2\u3001\u30ec\u30d3\u30e5\u30fc\u30b5\u30a4\u30c8\u3001Reddit\u3001YouTube 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LLM \u5fdc\u7b54\u304b\u3089\u306a\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u660e\u793a\u7684\u306b\u5f15\u7528\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u30ec\u30dd\u30fc\u30c8\u5168\u4f53\u3092\u901a\u3058\u305f\u5358\u4e00\u306e\u7dcf\u30b5\u30f3\u30d7\u30eb\u6570\u3084\u3001\u5404\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u5b8c\u5168\u306a\u8abf\u67fb\u65b9\u6cd5\u306f\u63d0\u793a\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/li>\n<li><strong>\u30b7\u30b0\u30ca\u30eb\u5206\u6790<\/strong>\uff1a\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u9bae\u5ea6\u3001\u898b\u51fa\u3057\u69cb\u9020\u3001\u30b9\u30ad\u30fc\u30de\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u3001\u30ea\u30b9\u30c8\u306e\u4f7f\u7528\u3001\u4e00\u6b21\u60c5\u5831\u6e90\u304a\u3088\u3073\u7b2c\u4e09\u8005\u60c5\u5831\u6e90\u3001\u30e6\u30fc\u30b6\u30fc\u751f\u6210\u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u306a\u3089\u3073\u306b dofollow\uff08\u901a\u5e38\u306e\u30ea\u30f3\u30af\uff09\u3001nofollow\u3001\u753b\u50cf\u30d9\u30fc\u30b9\u306e\u30ea\u30f3\u30af\u306b\u95a2\u3059\u308b\u76f8\u95a2\u95a2\u4fc2\u306a\u3069\u3001AI \u691c\u7d22\u3067\u306e\u53ef\u8996\u6027\u306b\u95a2\u9023\u3059\u308b\u30b7\u30b0\u30ca\u30eb\u3092\u691c\u8a3c\u3002<\/li>\n<li><strong>\u5909\u52d5\u6027\u306e\u8ffd\u8de1<\/strong>\uff1a\u30d6\u30e9\u30f3\u30c9\u306e\u53ef\u8996\u6027\u306b\u3064\u3044\u3066\u3001\u540c\u4e00\u30af\u30a8\u30ea\u3092\u7e70\u308a\u8fd4\u3057\u5b9f\u884c\u3057\u3066\u6e2c\u5b9a\u3057\u3001AI 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