{"id":4680,"date":"2024-04-29T20:53:18","date_gmt":"2024-04-29T12:53:18","guid":{"rendered":"https:\/\/seo.tenten.co\/en\/?p=4680"},"modified":"2024-04-29T21:13:09","modified_gmt":"2024-04-29T13:13:09","slug":"top-ai-applications-using-google-analytics-4-in-2024","status":"publish","type":"post","link":"https:\/\/seo.tenten.co\/ja\/advanced-seo\/2024-\u5e74\u306b-google-analytics-4-\u3092\u4f7f\u7528\u3059\u308b\u30c8\u30c3\u30d7-ai-\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\/","title":{"rendered":"2024 \u5e74\u306b Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 4 \u3092\u4f7f\u7528\u3059\u308b\u30c8\u30c3\u30d7 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3"},"content":{"rendered":"<p>Google Analytics \u306f\u3001\u7279\u306b\u4eba\u5de5\u77e5\u80fd (AI) \u6a5f\u80fd\u306b\u95a2\u3057\u3066\u5927\u5e45\u306a\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3059\u3067\u306b\u5f37\u529b\u306a\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u304c\u3001Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 4 (GA4) AI \u3067\u306f\u3055\u3089\u306b\u30ec\u30d9\u30eb\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002\u305d\u306e\u4e88\u6e2c\u6a5f\u80fd\u306b\u3088\u308a\u3001\u9867\u5ba2\u3092\u7406\u89e3\u3057\u3066\u5c06\u6765\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304b\u3089\u306e\u3053\u306e\u65b0\u305f\u306a\u79fb\u884c\u306b\u3088\u308a\u3001\u3088\u308a\u6df1\u3044\u5206\u6790\u3068\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u6a5f\u4f1a\u304c\u751f\u307e\u308c\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u3055\u3089\u306b\u6d17\u7df4\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u304b\u3089\u30c8\u30ec\u30f3\u30c9\u306e\u4e88\u6e2c\u307e\u3067\u3001GA4 AI \u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5f37\u5316\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u983b\u7e41\u306b\u4f7f\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u3001\u521d\u3081\u3066\u4f7f\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u3001AI \u3092\u6d3b\u7528\u3057\u305f\u6a5f\u80fd\u304b\u3089\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u6570\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>AI\u304cGA4\u3092\u5897\u5f37\u3059\u308b\u65b9\u6cd5<\/li>\n<li>Google \u5206\u6790\u306b\u304a\u3051\u308b AI \u306e\u5fdc\u7528 4\n<ul>\n<li>\u7570\u5e38\u306e\u691c\u51fa\u3068\u554f\u984c\u306e\u89e3\u6c7a<\/li>\n<li>\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3068\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u4e88\u6e2c\u5206\u6790<\/li>\n<li>\u62e1\u5f35e\u30b3\u30de\u30fc\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8<\/li>\n<\/ul>\n<\/li>\n<li>GA4\u3067AI\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\n<ul>\n<li>1. \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u6e96\u5099<\/li>\n<li>2. \u63a8\u5968\u30a4\u30d9\u30f3\u30c8\u3084\u30ab\u30b9\u30bf\u30e0\u30a4\u30d9\u30f3\u30c8\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u76e3\u8996\u3059\u308b<\/li>\n<li>3. \u30af\u30ed\u30b9\u30c1\u30e3\u30cd\u30eb\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u878d\u5408\u3059\u308b<\/li>\n<li>4. AI\u4e3b\u5c0e\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u63a1\u7528\u3059\u308b<\/li>\n<li>5. AI Insights\u3092\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u8a55\u4fa1\u3059\u308b<\/li>\n<li>6. \u30e6\u30fc\u30b6\u30fc\u30d1\u30b9\u30a6\u30a7\u30a4\u306e\u8abf\u67fb<\/li>\n<\/ul>\n<\/li>\n<li>GA4\u306b\u304a\u3051\u308bAI\u306e\u52b9\u7387\u7684\u306a\u5229\u7528\u6226\u7565<\/li>\n<li>AI \u30c4\u30fc\u30eb\u3068 Google Analytics 4 \u306e\u7d71\u5408<\/li>\n<li>AI \u3092 Google Analytics 4 \u3067\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e FAQ\n<ul>\n<li>GA4 \u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u3069\u306e\u3088\u3046\u306b\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u304b?<\/li>\n<li>GA4 \u306e Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u69cb\u6210\u3059\u308b\u3082\u306e\u306f\u4f55\u3067\u3059\u304b?<\/li>\n<li>AI \u306f GA4 \u3067\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3061\u307e\u3059\u304b?<\/li>\n<li>AI \u3067\u751f\u6210\u3055\u308c\u305f\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5229\u7528\u3059\u308b\u969b\u306b\u7559\u610f\u3059\u3079\u304d\u70b9\u306f\u3042\u308a\u307e\u3059\u304b?<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><a id=\"how-ai-boosts-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI\u304cGA4\u3092\u5897\u5f37\u3059\u308b\u65b9\u6cd5<\/h2>\n<p>AI\u306f\u9577\u3044\u9593Google Analytics\u306b\u4e0d\u53ef\u6b20\u306a\u3082\u306e\u3067\u3042\u308a\u3001\u5f53\u521d\u306fUniversal Analytics\u306b\u6b21\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002 <strong>\u5206\u6790\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/strong>\u3053\u306e\u30ea\u30bd\u30fc\u30b9\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Google Analytics 4 \u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u6a5f\u80fd\u304c\u3055\u3089\u306b\u9032\u5316\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001\u30b5\u30a4\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3059\u308b\u81ea\u52d5\u5206\u6790\u60c5\u5831\u3082\u3001\u306f\u308b\u304b\u306b\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3055\u307e\u3056\u307e\u306a\u5206\u6790\u30e1\u30cb\u30e5\u30fc\u3092\u64cd\u4f5c\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u691c\u7d22\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3001\u300c\u3069\u306e\u56fd\u304c\u6700\u3082\u591a\u304f\u306e\u8cfc\u5165\u8005\u3092\u7372\u5f97\u3057\u305f\u304b\u300d\u306a\u3069\u306e\u7c21\u5358\u306a\u8cea\u554f\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u5fdc\u3058\u3066\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306f\u30c7\u30fc\u30bf\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u6700\u3082\u591a\u304f\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4fc3\u9032\u3057\u3066\u3044\u308b\u56fd\u306e\u30ea\u30b9\u30c8\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n<p>GA4\u306b\u306f\u3001 <strong>\u6d1e\u5bdf\u3068\u63a8\u5968\u4e8b\u9805<\/strong> \u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8aac\u660e\u3057\u307e\u3059\u3002\u3053\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u3067\u306f\u3001\u305f\u3068\u3048\u3070\u7279\u5b9a\u306e\u5546\u54c1\u30da\u30fc\u30b8\u3067\u8cfc\u5165\u6570\u304c\u7570\u5e38\u306b\u591a\u3044\u5834\u5408\u306a\u3069\u3001\u6ce8\u76ee\u3059\u3079\u304d\u91cd\u8981\u306a\u5909\u66f4\u3084\u6a5f\u4f1a\u3092\u5f37\u8abf\u8868\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001GA4\u306f\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3068\u540c\u3058\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4ed6\u306e\u6a5f\u80fd\u306b\u3082\u5c0e\u5165\u3057\u3066\u3044\u307e\u3059\u3002 <strong>\u4e88\u6e2c\u6307\u6a19<\/strong>\u3053\u306e\u30c4\u30fc\u30eb\u306f\u3001\u5c06\u6765\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u3001\u8ca9\u58f2\u91cd\u8996\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><a id=\"applications-of-ai-in-google-analytics-4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>Google \u5206\u6790\u306b\u304a\u3051\u308b AI \u306e\u5fdc\u7528 4<\/h2>\n<p>GA4 \u306e AI \u3092\u30c7\u30b8\u30bf\u30eb \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3067\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><a id=\"detecting-anomalies-and-resolving-issues\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u7570\u5e38\u306e\u691c\u51fa\u3068\u554f\u984c\u306e\u89e3\u6c7a<\/h3>\n<p>GA4 AI \u306f\u3001\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u524d\u8eab\u3068\u540c\u69d8\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u5c0e\u5165\u3057\u3066\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3068\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u4e88\u671f\u3057\u306a\u3044\u50be\u5411 (\u4e00\u822c\u306b\u7570\u5e38\u3068\u547c\u3070\u308c\u308b) \u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001GA4 \u306e\u81ea\u52d5\u5206\u6790\u3067\u306f\u3001\u7279\u5b9a\u306e\u56fd\u3084\u5730\u57df\u304b\u3089\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u6025\u6fc0\u306a\u5897\u52a0\u3084\u6e1b\u5c11\u3092\u8b66\u544a\u3067\u304d\u307e\u3059\u3002\u8cfc\u5165\u30a4\u30d9\u30f3\u30c8\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u3001\u58f2\u4e0a\u306e\u5927\u5e45\u306a\u6025\u5897\u3084\u6e1b\u5c11\u306b\u3088\u3063\u3066\u3082\u7570\u5e38\u691c\u51fa\u30b7\u30b9\u30c6\u30e0\u304c\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7279\u5b9a\u306e\u6307\u6a19\u3084\u30a4\u30d9\u30f3\u30c8\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306b\u30ab\u30b9\u30bf\u30e0 \u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4f5c\u6210\u3057\u3066\u7ba1\u7406\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u554f\u984c\u3092\u6b63\u78ba\u306b\u7279\u5b9a\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4><a id=\"recommended-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u304a\u3059\u3059\u3081\u306e\u8aad\u307f\u7269<\/h4>\n<p>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5897\u52a0\u3068\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a\u306e\u305f\u3081\u306b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5<br \/>\n\u76f4\u5e30\u7387\u3092\u4e0b\u3052\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u30ed\u30a4\u30e4\u30eb\u30c6\u30a3\u3001\u30d6\u30e9\u30f3\u30c9\u8a8d\u77e5\u5ea6\u3092\u9ad8\u3081\u308b\u65b9\u6cd5<\/p>\n<h3><a id=\"segmenting-audiences-and-personalization\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3068\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>GA4 \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4eba\u53e3\u7d71\u8a08\u3084\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30b7\u30e7\u30f3\u306a\u3069\u306e\u4e3b\u8981\u306a\u7279\u6027\u306b\u57fa\u3065\u3044\u3066\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u5206\u6790\u60c5\u5831\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u914d\u4fe1\u6226\u7565\u3092\u52b9\u679c\u7684\u306b\u5b9f\u88c5\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001e\u30b3\u30de\u30fc\u30b9\u30b5\u30a4\u30c8\u3092\u904b\u55b6\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u8a08\u753b\u3057\u3066\u3044\u308b\u5834\u5408\u3001Analytics Intelligence \u306f\u3001\u5e74\u9f62\u3001\u6027\u5225\u3001\u5730\u7406\u7684\u306a\u5834\u6240\u3001\u904e\u53bb\u306e\u8cfc\u5165\u3001\u8a2a\u554f\u3057\u305f Web \u30da\u30fc\u30b8\u306b\u57fa\u3065\u3044\u3066\u3001\u6700\u3082\u591a\u304f\u306e\u8cfc\u5165\u3092\u884c\u3063\u3066\u3044\u308b\u8cfc\u5165\u8005\u306e\u30bf\u30a4\u30d7\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u3001\u7279\u5b9a\u306e\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u53cd\u5fdc\u3092\u6e2c\u5b9a\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u6226\u7565\u306b\u3088\u308a\u3001\u30bf\u30fc\u30b2\u30c3\u30c8 \u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u5171\u611f\u3092\u547c\u3076\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u3001\u4e88\u7b97\u3092\u8ce2\u304f\u914d\u5206\u3059\u308b\u3053\u3068\u304c\u7c21\u5358\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3><a id=\"predictive-analytics-for-optimizing-conversions\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u4e88\u6e2c\u5206\u6790<\/h3>\n<p>GA4 \u306f\u4e88\u6e2c\u6307\u6a19\u3092\u901a\u3058\u3066\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u4e88\u6e2c\u53ce\u76ca\u304c\u9ad8\u304f\u3001\u58f2\u4e0a\u9ad8\u306e\u898b\u8fbc\u307f\u304c\u4f4e\u3044\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u306b\u96c6\u4e2d\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u6307\u6a19\u3092\u6d3b\u7528\u3059\u308b\u30c4\u30fc\u30eb\u306e1\u3064\u306f\u3001 <strong>\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9<\/strong>\u3053\u306e\u30c4\u30fc\u30eb\u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u3066\u3001\u4eca\u5f8c\u6570\u65e5\u9593\u3067\u8cfc\u5165\u3092\u5b8c\u4e86\u3057\u305f\u308a\u5927\u304d\u306a\u53ce\u76ca\u3092\u751f\u307f\u51fa\u3057\u305f\u308a\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u30e6\u30fc\u30b6\u30fc\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><a id=\"augmented-ecommerce-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u62e1\u5f35e\u30b3\u30de\u30fc\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8<\/h3>\n<p>GA4 \u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3 \u30d3\u30b8\u30cd\u30b9\u5411\u3051\u306b\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6700\u9069\u5316\u4ee5\u4e0a\u306e\u3082\u306e\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002AI \u3092\u6d3b\u7528\u3057\u305f e \u30b3\u30de\u30fc\u30b9\u306e\u5206\u6790\u60c5\u5831\u306f\u3001\u5728\u5eab\u7ba1\u7406\u306a\u3069\u306e\u5206\u91ce\u3067\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>GA4 \u306f\u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3068\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u9700\u8981\u3092\u4e88\u6e2c\u3057\u3001\u904e\u5270\u5728\u5eab\u3084\u4e0d\u8db3\u5728\u5eab\u306e\u306a\u3044\u9069\u5207\u306a\u5728\u5eab\u30ec\u30d9\u30eb\u3092\u7dad\u6301\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4fa1\u683c\u8a2d\u5b9a\u3082\u3001GA4 \u306e AI \u304c\u5f79\u7acb\u3064\u3082\u3046 1 \u3064\u306e\u9818\u57df\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u6240\u5728\u5730\u3001\u4ee5\u524d\u306e\u8cfc\u5165\u3001\u95b2\u89a7\u7fd2\u6163\u306b\u57fa\u3065\u3044\u3066\u4fa1\u683c\u3092\u8abf\u6574\u3057\u3001\u8cfc\u5165\u306e\u53ef\u80fd\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>[<\/p>\n<p>]\uff08\/\u30a6\u30a7\u30d6\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\uff09<\/p>\n<h2><a id=\"how-to-use-ai-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4\u3067AI\u3092\u6d3b\u7528\u3059\u308b\u65b9\u6cd5<\/h2>\n<p>Google Analytics Intelligence \u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u3092\u8ffd\u8de1\u3057\u3001\u30c8\u30ec\u30f3\u30c9\u3092\u5206\u6790\u3057\u3001\u30c7\u30b8\u30bf\u30eb \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u53d6\u308a\u7d44\u307f\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u3055\u3089\u306b\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><a id=\"1-collect-and-prepare-data\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>1. \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u6e96\u5099<\/h3>\n<p>GA4 AI \u3092\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u305f\u3081\u306b\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092 Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002GA4 \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7 \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u4f7f\u7528\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u306b\u3064\u3044\u3066\u306f\u3001GA4 \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u3088\u308a\u5305\u62ec\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b CSV \u30d5\u30a1\u30a4\u30eb\u304b\u3089\u5916\u90e8\u30c7\u30fc\u30bf\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u306e\u6700\u521d\u306e\u8a2a\u554f\u306a\u3069\u306e\u57fa\u672c\u7684\u306a\u30a4\u30d9\u30f3\u30c8\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0 \u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066 GA4 \u3067\u81ea\u52d5\u7684\u306b\u30ad\u30e3\u30d7\u30c1\u30e3\u3055\u308c\u308b\u305f\u3081\u3001\u304a\u5ba2\u69d8\u5074\u3067\u8ffd\u52a0\u306e\u8a2d\u5b9a\u3092\u884c\u3046\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>AI\u306e\u3088\u308a\u5e83\u7bc4\u306a\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3092\u6709\u52b9\u306b\u3059\u308b\u306b\u306f\u3001 <strong>\u5f37\u5316\u3055\u308c\u305f\u6e2c\u5b9a<\/strong> GA4 \u3067\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3055\u307e\u3056\u307e\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u3001\u8ffd\u52a0\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30da\u30fc\u30b8\u30d3\u30e5\u30fc\u3002<\/strong>Web \u30da\u30fc\u30b8\u304c\u5b8c\u5168\u306b\u8aad\u307f\u8fbc\u307e\u308c\u308b\u5404\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30ed\u30b0\u306b\u8a18\u9332\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u307e\u3059\u3002<\/strong> \u30e6\u30fc\u30b6\u30fc\u304c Web \u30da\u30fc\u30b8\u306e\u4e0b\u90e8\u306b\u5230\u9054\u3057\u305f\u6700\u521d\u306e\u77ac\u9593\u3092\u8a18\u9332\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u5916\u90e8\u30af\u30ea\u30c3\u30af\u3002<\/strong> \u73fe\u5728\u306e\u30b5\u30a4\u30c8\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u3092\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3059\u308b\u3059\u3079\u3066\u306e\u30af\u30ea\u30c3\u30af\u3092\u8a18\u9332\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u691c\u7d22\u3002<\/strong> \u30e6\u30fc\u30b6\u30fc\u304c\u691c\u7d22\u7d50\u679c\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3073\u306b\u76e3\u8996\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30d3\u30c7\u30aa\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3002<\/strong> \u59cb\u307e\u308a\u304b\u3089\u3001 <strong>10%<\/strong> \u306b <strong>75%<\/strong> \u30de\u30fc\u30ab\u30fc\u3001\u30d3\u30c7\u30aa\u306e\u5b8c\u6210\u3002<\/li>\n<li><strong>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ef\u80fd\u306a\u30d5\u30a1\u30a4\u30eb\u3002<\/strong> \u30e6\u30fc\u30b6\u30fc\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u307e\u305f\u306f\u30aa\u30fc\u30c7\u30a3\u30aa\/\u30d3\u30c7\u30aa \u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u3068\u304d\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u62e1\u5f35\u6e2c\u5b9a\u3092\u6709\u52b9\u306b\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p>Google Analytics\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001 <strong>\u7ba1\u7406\u8005<\/strong> \u5de6\u4e0b\u9685\u306e\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002 <strong>\u7ba1\u7406\u8005<\/strong> \u30bf\u30d6\u3002<\/p>\n<\/li>\n<li>\n<p>\u9078\u629e\u3059\u308b <strong>\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0<\/strong> \u2192 <strong>\u30a6\u30a7\u30d6<\/strong>\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p>\u6709\u52b9\u306b\u3059\u308b <strong>\u5f37\u5316\u3055\u308c\u305f\u6e2c\u5b9a<\/strong> \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8a2d\u5b9a\u3092\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ol>\n<p>Google Analytics 4 \u306e\u30c7\u30fc\u30bf\u3092\u3082\u3063\u3068\u53ce\u96c6\u3059\u308b\u306b\u306f\u3001\u30ab\u30b9\u30bf\u30e0 \u30a4\u30d9\u30f3\u30c8\u306e\u8ffd\u8de1\u306b\u3064\u3044\u3066\u8abf\u3079\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30c8\u30d4\u30c3\u30af\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3><a id=\"2-track-recommended-or-custom-events-and-conversions\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>2. \u63a8\u5968\u307e\u305f\u306f\u30ab\u30b9\u30bf\u30e0\u306e\u30a4\u30d9\u30f3\u30c8\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u8ffd\u8de1\u3059\u308b<\/h3>\n<p>GA4 \u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u65b9\u6cd5\u304c\u4e00\u90e8\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u3088\u308a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5206\u6790\u60c5\u5831\u3092\u5f97\u308b\u306b\u306f\u3001\u63a8\u5968\u30a4\u30d9\u30f3\u30c8\u3084\u30ab\u30b9\u30bf\u30e0 \u30a4\u30d9\u30f3\u30c8\u3092\u8a73\u3057\u304f\u8abf\u3079\u308b\u3053\u3068\u304c\u6709\u76ca\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u5206\u6790\u60c5\u5831\u306f\u3001Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u306b\u5f79\u7acb\u3061\u3001\u5305\u62ec\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u3068\u30b5\u30a4\u30c8\u8a2a\u554f\u8005\u306b\u95a2\u3059\u308b\u3088\u308a\u6df1\u3044\u7406\u89e3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u63a8\u5968\u3055\u308c\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3002<\/strong> \u3053\u308c\u3089\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b Google \u304c\u8ffd\u8de1\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/li>\n<li><strong>\u30ab\u30b9\u30bf\u30e0\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3002<\/strong> Google \u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u53ce\u96c6\u307e\u305f\u306f\u63a8\u5968\u3055\u308c\u308b\u30a4\u30d9\u30f3\u30c8\u304c\u8981\u4ef6\u3092\u6e80\u305f\u3055\u306a\u3044\u5834\u5408\u306f\u3001\u30ab\u30b9\u30bf\u30e0 \u30a4\u30d9\u30f3\u30c8 \u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u304c\u6700\u9069\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u63a8\u5968\u30a4\u30d9\u30f3\u30c8 \u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3068\u30ab\u30b9\u30bf\u30e0 \u30a4\u30d9\u30f3\u30c8 \u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3092\u8a2d\u5b9a\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u307b\u3068\u3093\u3069\u540c\u3058\u3067\u3059\u3002\u9055\u3044\u306f\u3001\u30ab\u30b9\u30bf\u30e0 \u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u5834\u5408\u306f\u30a4\u30d9\u30f3\u30c8\u540d\u3092\u81ea\u5206\u3067\u8003\u6848\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001\u63a8\u5968\u30a4\u30d9\u30f3\u30c8\u306e\u5834\u5408\u306f Google \u304c\u63d0\u4f9b\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u540d\u3092\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>GA4 \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001\u4e21\u65b9\u306e\u30bf\u30a4\u30d7\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u69cb\u6210\u3059\u308b\u624b\u9806\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Google Analytics \u3067\u76e3\u8996\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u3092\u9078\u629e\u3059\u308b\u3068\u304d\u306f\u3001\u307e\u305a\u3044\u304f\u3064\u304b\u306e\u30a4\u30d9\u30f3\u30c8\u304b\u3089\u59cb\u3081\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u62e1\u5f35\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306b\u5f79\u7acb\u3061\u3001\u5727\u5012\u3055\u308c\u308b\u3053\u3068\u3092\u9632\u304e\u307e\u3059\u3002\u6b21\u306e\u8cea\u554f\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306f\u4f55\u3067\u3059\u304b? \u58f2\u4e0a\u306e\u5411\u4e0a\u3001\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u5f37\u5316\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u76ee\u7684\u306e\u9054\u6210\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u304b?<\/li>\n<li>\u3042\u306a\u305f\u306e\u30b5\u30a4\u30c8\u306e\u8a2a\u554f\u8005\u306f\u8ab0\u3067\u3059\u304b? \u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc\u3092\u7406\u89e3\u3057\u305f\u3089\u3001\u5f7c\u3089\u306b\u3068\u3063\u3066\u6700\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044\u3084\u308a\u53d6\u308a\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<li>\u7af6\u5408\u4ed6\u793e\u306f\u3069\u306e\u3088\u3046\u306a\u8ffd\u8de1\u65b9\u6cd5\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u304b? \u7af6\u5408\u4ed6\u793e\u306e\u6226\u7565\u306f\u3001\u3042\u306a\u305f\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u53d6\u308a\u7d44\u307f\u306b\u523a\u6fc0\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u6ce8\u76ee\u3059\u3079\u304d\u3082\u3046\u4e00\u3064\u306e\u91cd\u8981\u306a\u70b9\u306f <strong>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3<\/strong>\u306f\u3001\u30b5\u30a4\u30c8\u4e0a\u3067\u306e\u91cd\u8981\u306a\u30e6\u30fc\u30b6\u30fc \u30a2\u30af\u30b7\u30e7\u30f3\u3092\u8868\u3057\u307e\u3059\u3002\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3067\u306f\u3001\u3053\u308c\u3089\u306f\u76ee\u6a19\u3068\u3057\u3066\u8b58\u5225\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>GA4\u3067\u306f\u3001\u7279\u5b9a\u306e\u7a2e\u985e\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u3059\u3067\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u30a2\u30d7\u30ea\u307e\u305f\u306f\u30a6\u30a7\u30d6\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u76e3\u8996\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002 <strong>Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3<\/strong> \u30bb\u30af\u30b7\u30e7\u30f3\u3002<\/p>\n<p>\u6b21\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u3001\u30a4\u30d9\u30f3\u30c8\u3092\u624b\u52d5\u3067\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u3057\u3066\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u9032\u3080 <strong>Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u30a4\u30d9\u30f3\u30c8<\/strong> \u30b5\u30a4\u30c9\u30d0\u30fc\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306b\u5408\u81f4\u3059\u308b\u30a4\u30d9\u30f3\u30c8\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u307e\u305f\u306f\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u3057\u3066\u8ffd\u8de1\u3059\u308b\u65b0\u3057\u3044\u30a4\u30d9\u30f3\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u306b\u306f\u3001 <strong>\u30a4\u30d9\u30f3\u30c8\u3092\u4f5c\u6210<\/strong>.<\/li>\n<li>\u30a2\u30af\u30c6\u30a3\u30d6\u5316\u3059\u308b <strong>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u3057\u3066\u30de\u30fc\u30af<\/strong> \u9078\u629e\u3057\u305f\u30a4\u30d9\u30f3\u30c8\u306e\u6a2a\u306b\u3042\u308b\u30c8\u30b0\u30eb\u3002<\/li>\n<\/ol>\n<p>Google Analytics \u3067\u7ba1\u7406\u8005\u3001\u7de8\u96c6\u8005\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u6a29\u9650\u3092\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30ab\u30b9\u30bf\u30e0 \u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4f5c\u6210\u3057\u3066\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u7570\u5e38\u306a\u5909\u5316\u3092\u76e3\u8996\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u3092\u53d7\u4fe1\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5909\u52d5\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3057\u3001\u6226\u8853\u3068\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u4e21\u65b9\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<ol>\n<li>Google Analytics\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3067\u3001 <strong>\u6d1e\u5bdf\u3068\u63a8\u5968\u4e8b\u9805<\/strong> \u9078\u629e\u3057\u3066 <strong>\u3059\u3079\u3066\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u898b\u308b<\/strong>\u3002 \u30af\u30ea\u30c3\u30af <strong>\u4f5c\u6210\u3059\u308b<\/strong>.<\/li>\n<li>\u3053\u3053\u3067\u306f\u3001\u30e9\u30d9\u30eb\u306e\u4ed8\u3044\u305f\u30ab\u30b9\u30bf\u30e0\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u6d3b\u7528\u3057\u307e\u3059 <strong>\u65e5\u3005\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6570\u306e\u7570\u5e38<\/strong>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001 <strong>\u9078\u629e\u3057\u305f\u3082\u306e\u3092\u4f5c\u6210<\/strong>.<\/li>\n<\/ol>\n<p>\u30ab\u30b9\u30bf\u30e0\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u3055\u3089\u306a\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u7ba1\u7406\u306b\u3064\u3044\u3066\u306f\u3001\u30bf\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044 <strong>\u7ba1\u7406<\/strong> \u30a4\u30f3\u30b5\u30a4\u30c8\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30ab\u30b9\u30bf\u30e0\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u9078\u629e\u3057\u3001 <strong>3\u3064\u306e\u30c9\u30c3\u30c8\u306e\u30dc\u30bf\u30f3<\/strong> \u2192 <strong>\u7de8\u96c6<\/strong>\u3053\u3053\u3067\u306f\u3001\u8a55\u4fa1\u983b\u5ea6\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3001\u6307\u6a19\u3001\u6761\u4ef6\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u901a\u77e5\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><a id=\"3-integrate-cross-channel-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>3. \u30af\u30ed\u30b9\u30c1\u30e3\u30cd\u30eb\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u7d71\u5408\u3059\u308b<\/h3>\n<p>\u30af\u30ed\u30b9\u30c1\u30e3\u30cd\u30eb\u7d71\u5408\u3067\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u5e83\u544a\u3001\u96fb\u5b50\u30e1\u30fc\u30eb\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u591a\u9762\u7684\u306a\u5206\u6790\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u6700\u521d\u306e\u767a\u898b\u304b\u3089\u9867\u5ba2\u306b\u306a\u308b\u307e\u3067\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u5168\u4f53\u3092\u8ffd\u8de1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30ac\u30cb\u30c3\u30af\u691c\u7d22\u6307\u6a19\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u5206\u6790\u60c5\u5831\u3092\u5f97\u308b\u306b\u306f\u3001Google Search Console \u3092 GA4 \u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306b\u30ea\u30f3\u30af\u3057\u307e\u3059\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u691c\u7d22\u7d50\u679c\u306b\u304a\u3051\u308b\u30b5\u30a4\u30c8\u306e\u4f4d\u7f6e\u4ed8\u3051\u3084\u3001\u6700\u3082\u30af\u30ea\u30c3\u30af\u3055\u308c\u305f\u30af\u30a8\u30ea\u3092\u89b3\u5bdf\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u63a8\u5968\u8aad\u66f8<\/h4>\n<p>\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306b\u9001\u4fe1\u3057\u3066\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u958b\u59cb\u3059\u308b\u65b9\u6cd5<\/p>\n<p>Google Search Console \u3068 GA4 \u9593\u306e\u63a5\u7d9a\u3092\u78ba\u7acb\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ol>\n<li>Google Analytics\u5185\u3067\u306f\u3001 <strong>\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u88fd\u54c1\u30ea\u30f3\u30af<\/strong> \u2192 <strong>\u691c\u7d22\u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30ea\u30f3\u30af<\/strong>.<\/li>\n<li>\u30af\u30ea\u30c3\u30af <strong>\u30ea\u30f3\u30af<\/strong> \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002 <strong>\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u9078\u629e<\/strong> \u65e2\u5b58\u306eSearch Console\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6307\u5b9a\u3059\u308b\u306b\u306f\u3001 <strong>\u78ba\u8a8d\u3059\u308b<\/strong> \u4e0a\u90e8\u306e\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/li>\n<li>\u3092\u9032\u3081\u307e\u3059 <strong>\u6b21<\/strong> Web \u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n<li>\u60c5\u5831\u3092\u78ba\u8a8d\u3057\u3066\u30af\u30ea\u30c3\u30af <strong>\u63d0\u51fa\u3059\u308b<\/strong>.<\/li>\n<\/ol>\n<p>\u3082\u3046 1 \u3064\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001Google \u5e83\u544a\u30a2\u30ab\u30a6\u30f3\u30c8\u3092 GA4 \u306b\u30ea\u30f3\u30af\u3057\u3066\u3001\u5e83\u544a\u6295\u8cc7\u3068\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u624b\u6cd5\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>Google \u5e83\u544a\u95a2\u9023\u30c7\u30fc\u30bf\u3092 GA4 \u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u8a2a\u554f <strong>\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u88fd\u54c1\u30ea\u30f3\u30af<\/strong> \u2192 <strong>Google \u5e83\u544a\u30ea\u30f3\u30af<\/strong>.<\/li>\n<li>\u30af\u30ea\u30c3\u30af <strong>\u30ea\u30f3\u30af<\/strong> \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066Google\u5e83\u544a\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u6b21\u306b\u3001 <strong>\u78ba\u8a8d\u3059\u308b<\/strong> \u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3066 <strong>\u6b21<\/strong>.<\/li>\n<li>\u3042\u306a\u305f\u306f\u4eca\u906d\u9047\u3059\u308b <strong>\u81ea\u52d5\u30bf\u30b0\u4ed8\u3051\u3092\u6709\u52b9\u306b\u3059\u308b<\/strong> \u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092Google\u5e83\u544a\u306b\u81ea\u52d5\u7684\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u6709\u52b9\u306b\u3059\u308b\u304b\u30b9\u30ad\u30c3\u30d7\u3057\u3066\u7d9a\u884c\u3057\u307e\u3059\u3002 <strong>\u6b21<\/strong>.<\/li>\n<li>\u8a2d\u5b9a\u3092\u78ba\u8a8d\u3057\u3066\u9078\u629e\u3059\u308b <strong>\u63d0\u51fa\u3059\u308b<\/strong>.<\/li>\n<\/ol>\n<p>GA4 \u3067\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u3084\u30e1\u30fc\u30eb \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304b\u3089 AI \u306e\u5206\u6790\u60c5\u5831\u3092\u5f97\u308b\u306b\u306f\u3001\u6b21\u306e\u63a8\u5968\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u5f93\u3046\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>UTM\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u63a1\u7528\u3057\u307e\u3059\u3002<\/strong> \u8ffd\u8de1\u3092\u7c21\u7d20\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u308c\u3089\u3092\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u307e\u305f\u306f\u96fb\u5b50\u30e1\u30fc\u30eb \u30ad\u30e3\u30f3\u30da\u30fc\u30f3 \u30ea\u30f3\u30af\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n<li><strong>GA4 \u30a4\u30d9\u30f3\u30c8\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/strong> Google \u306f\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u30e6\u30fc\u30b6\u30fc \u30b3\u30f3\u30c6\u30f3\u30c4\u5171\u6709\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3092\u63d0\u6848\u3057\u3066\u3044\u307e\u3059\u3002\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u306e\u30af\u30ea\u30c3\u30af\u30b9\u30eb\u30fc\u7387\u3068\u30e1\u30fc\u30eb\u306e\u958b\u5c01\u7387\u306e\u30ab\u30b9\u30bf\u30e0 \u30a4\u30d9\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>GA4 \u30ab\u30b9\u30bf\u30e0 \u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u958b\u767a\u3057\u307e\u3059\u3002<\/strong> \u3053\u308c\u306b\u3088\u308a\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u3084\u30e1\u30fc\u30eb \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u8ffd\u8de1\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u306f\u3001\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u3055\u3089\u306b\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u63a8\u5968\u8aad\u66f8<\/h4>\n<p>AI\u3092PPC\u306b\u6d3b\u7528\u3059\u308b\u65b9\u6cd5\uff1aAI\u3092\u6d3b\u7528\u3057\u3066\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u9ad8\u3044\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305fPPC\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u69cb\u7bc9\u3059\u308b<br \/>\n8+ \u30d7\u30ec\u30df\u30a2\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2 AI \u30c4\u30fc\u30eb\u3068\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306b\u304a\u3051\u308b\u4eba\u5de5\u77e5\u80fd\u306e\u5b9f\u88c5<\/p>\n<h3><a id=\"4-use-ai-powered-audience-segmentation\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>4. AI\u3092\u6d3b\u7528\u3057\u305f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u63a1\u7528<\/h3>\n<p>\u30bf\u30fc\u30b2\u30c3\u30c8 \u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3059\u308b\u7406\u89e3\u304c\u6df1\u307e\u308b\u307b\u3069\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306e\u52b9\u679c\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001AI \u3092\u6d3b\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc \u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8 \u30d1\u30bf\u30fc\u30f3\u304b\u3089\u8cfc\u5165\u610f\u5411\u306b\u81f3\u308b\u307e\u3067\u3001\u6f5c\u5728\u9867\u5ba2\u306b\u95a2\u3059\u308b\u8cb4\u91cd\u306a\u6d1e\u5bdf\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u300c\u5e74\u9f62\u5c64\u5225\u306e\u6700\u9ad8\u53ce\u76ca\u300d\u3068\u3044\u3046\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u3069\u306e\u5e74\u9f62\u5c64\u304c\u58f2\u4e0a\u9ad8\u306b\u6700\u3082\u8ca2\u732e\u3057\u3066\u3044\u308b\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u306e\u77e5\u8b58\u3092\u57fa\u306b\u3001\u3055\u3089\u306b\u6df1\u304f\u6398\u308a\u4e0b\u3052\u3066\u3001\u9867\u5ba2\u304c\u597d\u3080\u3055\u307e\u3056\u307e\u306a\u30c7\u30d0\u30a4\u30b9\u3001\u9867\u5ba2\u306b\u30ea\u30fc\u30c1\u3059\u308b\u30c1\u30e3\u30cd\u30eb\u3001\u597d\u3080\u88fd\u54c1\u30ab\u30c6\u30b4\u30ea\u306a\u3069\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u77e5\u8b58\u306f\u3001Google Analytics \u5185\u3067\u4e00\u822c\u7684\u306a\u50be\u5411\u3092\u7279\u5b9a\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306b\u5171\u9cf4\u3059\u308b\u500b\u4eba\u3092\u76e3\u8996\u3067\u304d\u308b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u958b\u59cb\u3059\u308b\u306b\u306f\u3001 <strong>\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u89b3\u5ba2<\/strong> \u2192 <strong>\u65b0\u3057\u3044\u8996\u8074\u8005<\/strong> Google Analytics\u5185\u3002\u9078\u629e\u306b\u9032\u3080 <strong>\u30ab\u30b9\u30bf\u30e0\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b<\/strong>.<\/p>\n<p>\u6b21\u306b\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u4eba\u53e3\u7d71\u8a08\u3084\u884c\u52d5\u30d1\u30bf\u30fc\u30f3\u3092\u53cd\u6620\u3059\u308b\u6761\u4ef6\u3092\u8a2d\u5b9a\u307e\u305f\u306f\u524a\u9664\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306b\u30bf\u30a4\u30c8\u30eb\u3092\u4ed8\u3051\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001\u7c73\u56fd\u306e18\uff5e24\u6b73\u306e\u5973\u6027\u30e2\u30d0\u30a4\u30eb\u30e6\u30fc\u30b6\u30fc\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u4f8b\u3067\u3059\u3002 <strong>$500<\/strong> \u904e\u53bb 30 \u65e5\u9593\u306e\u53ce\u76ca\u3002<\/p>\n<p>AI\u306b\u3088\u308b\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u5f37\u5316\u3059\u308b\u306b\u306f\u3001 <strong>\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9<\/strong>\u3053\u308c\u3089\u306f\u3001Google \u306e\u4e88\u6e2c\u6307\u6a19\u3092\u6d3b\u7528\u3057\u3066\u3001\u4eca\u5f8c 1 \u9031\u9593\u306e\u8cfc\u8cb7\u50be\u5411\u306a\u3069\u3001\u5c06\u6765\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u5148\u898b\u6027\u306b\u3088\u308a\u3001\u9867\u5ba2\u306e\u8981\u4ef6\u3092\u4e88\u6e2c\u3057\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u5909\u66f4\u3057\u3066\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u76f8\u5f53\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u306b\u7559\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u904e\u53bb 28 \u65e5\u9593\u306b\u8cfc\u5165\u306a\u3069\u306e\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u30ea\u30d4\u30fc\u30bf\u30fc\u304c\u6700\u4f4e 1,000 \u4eba\u3001\u975e\u8cfc\u5165\u8005\u304c\u6700\u4f4e 1,000 \u4eba\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3068\u95a2\u308f\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n<ol>\n<li>\n<p>\u3042\u306a\u305f\u81ea\u8eab\u3092\u5411\u3051\u3066\u304f\u3060\u3055\u3044 <strong>\u7ba1\u7406\u8005<\/strong> \u2192 <strong>\u89b3\u5ba2<\/strong> \u2192 <strong>\u65b0\u3057\u3044\u8996\u8074\u8005<\/strong>\u3002 \u4e0b <strong>\u53c2\u7167\u3092\u4f7f\u7528\u3059\u308b<\/strong> category\u306b\u30a2\u30af\u30bb\u30b9 <strong>\u4e88\u6e2c\u7684<\/strong> \u30bf\u30d6\u3002<\/p>\n<\/li>\n<li>\n<p>\u3059\u3050\u306b\u4f7f\u7528\u3067\u304d\u308b\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9 \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u3044\u304f\u3064\u304b\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p>\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u6761\u4ef6\u3092\u3055\u3089\u306b\u7d5e\u308a\u8fbc\u307f\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u89e3\u7d04\u78ba\u7387\u304c\u6700\u3082\u9ad8\u3044\u3001\u307e\u305f\u306f\u6700\u3082\u4f4e\u3044\u30e6\u30fc\u30b6\u30fc\u306e\u30d1\u30fc\u30bb\u30f3\u30bf\u30a4\u30eb\u5024\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n<\/li>\n<li>\n<p>\u6700\u5f8c\u306b\u3001 <strong>\u4fdd\u5b58<\/strong>.<\/p>\n<\/li>\n<\/ol>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u63a8\u5968\u8aad\u66f8<\/h4>\n<p>\u4e2d\u5c0f\u4f01\u696d\u306b\u6700\u9069\u306a\u9867\u5ba2\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b<\/p>\n<h3><a id=\"5-benchmark-ai-insights-against-historical-data\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>5. AI Insights\u3092\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u3059\u308b<\/h3>\n<p>GA4 AI \u306f\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u3055\u307e\u3056\u307e\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u304c\u3001\u7d76\u5bfe\u78ba\u5b9f\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002AI \u3092\u6d3b\u7528\u3057\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u4e88\u6e2c\u3092\u5b9f\u969b\u306e\u7d50\u679c\u3068\u7167\u5408\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001AI \u3092\u6d3b\u7528\u3057\u305f\u610f\u601d\u6c7a\u5b9a\u304c\u5f37\u5316\u3055\u308c\u3001\u5b9f\u7528\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u8a2d\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>GA4\u3067\u306f\u3001AI\u306e\u6d1e\u5bdf\u3068\u73fe\u5b9f\u3092\u4e26\u7f6e\u3059\u308b\u4e00\u3064\u306e\u65b9\u6cd5\u3068\u3057\u3066\u3001 <strong>\u30ec\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e\u6bd4\u8f03\u6a5f\u80fd<\/strong>.<\/p>\n<p>\u30b7\u30ca\u30ea\u30aa\u4f8b\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3042\u306a\u305f\u304c\u30aa\u30f3\u30e9\u30a4\u30f3 \u30b9\u30c8\u30a2\u306e\u6240\u6709\u8005\u3067\u3001\u904e\u53bb 1 \u9031\u9593\u306e\u5b9f\u969b\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6570\u3068\u6bd4\u8f03\u3057\u3066\u3001AI \u304c\u4e88\u6e2c\u3057\u305f\u8cfc\u5165\u3092\u884c\u3046\u4eba\u306e\u6570\u3092\u78ba\u8a8d\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a55\u4fa1\u3067\u306f\u3001\u3059\u3079\u3066\u306e <strong>\u8cfc\u5165\u8005<\/strong> \u3092\u7b56\u5b9a\u3057\u3001\u305d\u306e\u5f8c\u306b <strong>7\u65e5\u9593\u306e\u8cfc\u5165\u8005\u306e\u898b\u8fbc\u307f<\/strong> \u524d\u306e\u30b9\u30c6\u30c3\u30d7\u304b\u3089\u306e\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3002<\/p>\n<p>\u6b21\u306b\u3001 <strong>\u30ec\u30dd\u30fc\u30c8<\/strong> \u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306f\u3001\u6b21\u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ol>\n<li>\u30da\u30fc\u30b8\u306e\u53f3\u5074\u3067\u65e5\u4ed8\u7bc4\u56f2\u3092\u8abf\u6574\u3057\u307e\u3059\uff08\u305f\u3068\u3048\u3070\u30018 \u6708 1 \u65e5\u304b\u3089 8 \u6708 8 \u65e5\u307e\u3067\uff09\u3002<\/li>\n<li>\u9032\u3080 <strong>\u7de8\u96c6\u6bd4\u8f03<\/strong> \u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u4e0b\u306b\u3042\u308b <strong>3\u3064\u306e\u30c9\u30c3\u30c8\u306e\u30a2\u30a4\u30b3\u30f3<\/strong> \u306b\u95a2\u3059\u308b <strong>\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc<\/strong> \u305d\u3057\u3066\u9078\u629e\u3059\u308b <strong>\u7de8\u96c6\u6bd4\u8f03<\/strong>.<\/li>\n<li>\u5909\u66f4\u3059\u308b <strong>\u4fa1\u5024<\/strong> \u306b <strong>7\u65e5\u9593\u306e\u8cfc\u5165\u8005\u306e\u898b\u8fbc\u307f<\/strong> \u30af\u30ea\u30c3\u30af\u3057\u3066\u78ba\u8a8d\u3057\u307e\u3059 <strong>\u9069\u7528\u3059\u308b<\/strong>.<\/li>\n<li>\u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3001\u300c+\u65b0\u3057\u3044\u6bd4\u8f03\u3092\u8ffd\u52a0\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u5f8c\u7d9a\u306e\u6761\u4ef6\u3092\u6307\u5b9a\u3057\u3066\u3001\u9078\u629e\u3057\u3066\u30d7\u30ed\u30bb\u30b9\u3092\u7d42\u4e86\u3057\u307e\u3059\u3002 <strong>\u9069\u7528\u3059\u308b<\/strong>:\n<ul>\n<li><strong>\u5bf8\u6cd5\u3002<\/strong> \u300c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u540d\u300d<\/li>\n<li><strong>\u4e00\u81f4\u30bf\u30a4\u30d7\u3002<\/strong> \u300c\u5b8c\u5168\u306b\u4e00\u81f4\u3057\u307e\u3059\u3002\u300d<\/li>\n<li><strong>\u4fa1\u5024\u3002<\/strong> \u300c\u8cfc\u5165\u8005\u300d<\/li>\n<\/ul>\n<\/li>\n<li>\u7d50\u679c\u3068\u3057\u3066 <strong>\u30ec\u30dd\u30fc\u30c8\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8<\/strong> \u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>\u6bd4\u8f03\u8a2d\u5b9a\u306f\u3001\u7121\u52b9\u306b\u3059\u308b\u307e\u3067\u30ec\u30dd\u30fc\u30c8\u306e\u3055\u307e\u3056\u307e\u306a\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u4fdd\u6301\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001 <strong>\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u7372\u5f97<\/strong> \u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b6\u30fc \u30af\u30e9\u30b9\u30bf\u30fc\u9593\u3067\u306e\u30c1\u30e3\u30cd\u30eb\u306e\u597d\u307f\u3092\u8a55\u4fa1\u3059\u308b\u30da\u30fc\u30b8\u3002<\/p>\n<p>\u3055\u3089\u306b\u30012 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<strong>\u30d1\u30b9\u63a2\u7d22<\/strong>.<\/p>\n<p>\u30d5\u30a1\u30cd\u30eb\u306e\u8abf\u67fb\u3092\u8a73\u3057\u304f\u898b\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u8cfc\u5165\u30b8\u30e3\u30fc\u30cb\u30fc\u30ec\u30dd\u30fc\u30c8\u306b\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u624b\u9806\u3092\u8abf\u6574\u3059\u308b\u4f59\u5730\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u7279\u5b9a\u306e\u6642\u70b9\u3067\u30d5\u30a1\u30cd\u30eb\u304b\u3089\u96e2\u8131\u3059\u308b\u9867\u5ba2\u306e\u6570\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u652f\u6255\u3044\u60c5\u5831\u30b9\u30c6\u30fc\u30b8\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u30d1\u30b9\u63a2\u7d22\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c Web \u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u3067\u5b9f\u884c\u3059\u308b\u4e00\u9023\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u793a\u3059\u3068\u3044\u3046\u72ec\u7279\u306e\u8996\u70b9\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u30d1\u30bf\u30fc\u30f3\u3068\u50be\u5411\u3092\u7406\u89e3\u3059\u308b\u6a5f\u4f1a\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001\u65b0\u898f\u30e6\u30fc\u30b6\u30fc\u304c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u76f4\u5f8c\u306b\u3069\u306e\u30da\u30fc\u30b8\u306b\u79fb\u52d5\u3059\u308b\u304b\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u969c\u5bb3\u306b\u906d\u9047\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u7e70\u308a\u8fd4\u3057\u767a\u751f\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u30d1\u30b9\u63a2\u7d22\u306f\u3001Google \u5e83\u544a\u3084\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u306a\u3069\u306e\u7279\u5b9a\u306e\u30c1\u30e3\u30cd\u30eb\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306a\u3069\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b6\u30fc \u30bb\u30af\u30bf\u30fc\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u306b\u7d44\u307f\u8fbc\u3080\u3088\u308a\u6b63\u78ba\u306a\u6d1e\u5bdf\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2><a id=\"tips-for-effective-ai-utilization-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4 \u306b\u304a\u3051\u308b AI \u306e\u52b9\u7387\u7684\u306a\u5229\u7528\u306b\u95a2\u3059\u308b\u30d2\u30f3\u30c8<\/h2>\n<p>\u30e1\u30ea\u30c3\u30c8\u3092\u6700\u5927\u5316\u3057\u3001\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u6e1b\u3089\u3059\u306b\u306f\u3001Google Analytics 4 \u3067 AI \u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3057\u3066\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u5805\u7262\u306a\u6226\u7565\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001GA4 \u5185\u3067\u307e\u3055\u306b\u305d\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u63a8\u5968\u4e8b\u9805\u3067\u3059\u3002<\/p>\n<p><strong>\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u4e88\u6e2c\u6307\u6a19\u306e\u6d3b\u7528<\/strong><\/p>\n<p>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u8003\u6848\u3057\u305f\u308a\u3001\u56db\u534a\u671f\u306e\u76ee\u6a19\u3092\u5b9a\u7fa9\u3057\u305f\u308a\u3059\u308b\u3068\u304d\u306b\u3001GA4 \u306e\u4e88\u6e2c\u6307\u6a19\u3092\u7d71\u5408\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5206\u6790\u60c5\u5831\u306f\u3001\u4e88\u60f3\u3055\u308c\u308b\u5c06\u6765\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306b\u5408\u308f\u305b\u3066\u6226\u7565\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u6210\u529f\u306e\u53ef\u80fd\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001AI\u5206\u6790\u3067 <strong>20%<\/strong> \u6765\u6708\u3001\u7279\u5b9a\u306e\u88fd\u54c1 category \u3078\u306e\u95a2\u5fc3\u304c\u6025\u5897\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u308b\u5834\u5408\u306f\u3001\u7a4d\u6975\u7684\u306b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u4e88\u7b97\u3092\u5897\u5f37\u3057\u3001\u95a2\u9023\u3059\u308b\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0 \u30da\u30fc\u30b8\u3092\u6700\u9069\u5316\u3057\u3001\u305d\u306e category \u306e\u5728\u5eab\u30ec\u30d9\u30eb\u3092\u5897\u5f37\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>AI\u51fa\u529b\u3092\u7406\u89e3\u3059\u308b<\/strong><\/p>\n<p>GA4 \u306e AI \u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u6d1e\u5bdf\u306f\u8cb4\u91cd\u306a\u8996\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u304c\u3001\u305d\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u984d\u9762\u901a\u308a\u306b\u53d7\u3051\u5165\u308c\u308b\u3053\u3068\u306f\u63a7\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u6d1e\u5bdf\u306e\u57fa\u76e4\u3068\u306a\u308b\u57fa\u790e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30c7\u30fc\u30bf\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u52aa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001Google Analytics \u306e\u4e88\u6e2c\u6307\u6a19\u306f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u3001\u6f5c\u5728\u7684\u306a\u8cfc\u5165\u3084\u30b5\u30a4\u30c8\u306e\u653e\u68c4\u306a\u3069\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3059\u308b\u81ea\u52d5\u5206\u6790\u60c5\u5831\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u305d\u306e\u6709\u52b9\u6027\u306f\u3001\u9069\u5207\u304b\u3064\u9069\u5207\u306a\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306b\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u6700\u3082\u78ba\u304b\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u3001AI \u3068\u4f75\u305b\u3066\u5c02\u9580\u77e5\u8b58\u3082\u8003\u616e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u5206\u6790\u306e\u305f\u3081\u306b\u3001\u696d\u754c\u306b\u7279\u5316\u3057\u305f AI \u306e\u6559\u80b2\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u6295\u8cc7\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>AI\u306e\u6d1e\u5bdf\u3068\u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7d71\u5408<\/strong><\/p>\n<p>GA4 AI \u306f\u3001\u5927\u91cf\u306e\u5b9a\u91cf\u7684\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u304c\u3001\u9867\u5ba2\u304b\u3089\u53ce\u96c6\u3057\u305f\u5fae\u5999\u306a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u518d\u73fe\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u591a\u6570\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u306b\u53d6\u308a\u7d44\u3080\u4ee3\u308f\u308a\u306b\u3001\u30e6\u30fc\u30b6\u30fc 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\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u304c\u5177\u4f53\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u306b\u5909\u63db\u3055\u308c\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><strong>AI\u30e2\u30c7\u30eb\u306e\u53cd\u5fa9\u3068\u5f37\u5316<\/strong><\/p>\n<p>AI \u30e2\u30c7\u30eb\u306f\u9759\u7684\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d3\u30b8\u30cd\u30b9\u3084\u30c7\u30fc\u30bf\u74b0\u5883\u306e\u5909\u5316\u306b\u5408\u308f\u305b\u3066\u9032\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001AI \u69cb\u6210\u3092\u518d\u691c\u8a0e\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u8a55\u4fa1\u983b\u5ea6\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u65b0\u3057\u3044\u88fd\u54c1\u30e9\u30a4\u30f3\u3092\u7acb\u3061\u4e0a\u3052\u308b\u969b\u306b\u306f\u3001\u3053\u306e\u65b0\u3057\u3044\u53d6\u308a\u7d44\u307f\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3088\u3046\u306b AI \u30e2\u30c7\u30eb\u3092\u66f4\u65b0\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u304c\u30d3\u30b8\u30cd\u30b9\u306b\u9069\u5fdc\u3057\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u3067\u9069\u5207\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u53cd\u5fa9\u7684\u306a\u9032\u884c\u306b\u3088\u308a\u3001AI \u306e\u7cbe\u5ea6\u3082\u9ad8\u307e\u308a\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306b\u4e88\u6e2c\u80fd\u529b\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<p><strong>\u30ab\u30b9\u30bf\u30e0\u30a2\u30e9\u30fc\u30c8\u3092\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3057\u3066\u6539\u5584\u3059\u308b<\/strong><\/p>\n<p>GA4 \u3067\u30e1\u30fc\u30eb\u30a2\u30e9\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30ab\u30b9\u30bf\u30e0 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id=\"incorporating-ai-tools-with-google-analytics-4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068Google Analytics 4\u306e\u7d71\u5408<\/h2>\n<p>AI \u7d71\u5408\u6226\u7565\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e AI \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0 \u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u6226\u8853\u306b\u3088\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u6700\u9069\u5316\u306e\u53d6\u308a\u7d44\u307f\u304c\u5f37\u5316\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>Hostinger\u306eAI\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30d3\u30eb\u30c0\u30fc\u306fGA4\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u6b21\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3067\u5206\u6790\u3092\u88dc\u5b8c\u3067\u304d\u307e\u3059\u3002 <strong>AI \u30d2\u30fc\u30c8\u30de\u30c3\u30d7<\/strong>\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3092\u3088\u308a\u8a73\u7d30\u306b\u5206\u6790\u3057\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u983b\u7e41\u306b\u30af\u30ea\u30c3\u30af\u3059\u308b\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092 GA4 \u3068\u76f8\u4e92\u53c2\u7167\u3057\u3066\u3001\u305d\u308c\u3089\u306e\u9818\u57df\u3092\u5f37\u5316\u3057\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3084\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5411\u4e0a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30d3\u30eb\u30c0\u30fc\u306b\u306f\u4ee5\u4e0b\u306e\u3082\u306e\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059 <strong>AI \u30e9\u30a4\u30bf\u30fc<\/strong>\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u5229\u7528\u3057\u3066 SEO \u306b\u9069\u3057\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u6210\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>GA4 \u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u3044\u30da\u30fc\u30b8\u304c\u898b\u3064\u304b\u3063\u305f\u5834\u5408\u306f\u3001\u3053\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u3059\u3050\u306b\u6539\u826f\u307e\u305f\u306f\u6700\u9069\u5316\u3057\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3067\u306e\u53ef\u8996\u6027\u3068\u30e6\u30fc\u30b6\u30fc \u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>WordPress\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306b\u3001Hostinger\u306e\u30de\u30cd\u30fc\u30b8\u30c9WordPress\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3067\u306f\u3001\u30d7\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f <strong>\u30e2\u30f3\u30b9\u30bf\u30fc\u30a4\u30f3\u30b5\u30a4\u30c8<\/strong> \u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0 \u30d7\u30ed\u30bb\u30b9\u4e2d\u306b\u69cb\u6210\u304a\u3088\u3073\u30a2\u30af\u30c6\u30a3\u30d6\u5316\u3067\u304d\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3002<\/p>\n<p>\u3053\u306e\u62e1\u5f35\u6a5f\u80fd\u306f\u3001GA4 \u3092 WordPress \u30b5\u30a4\u30c8\u306b\u63a5\u7d9a\u3057\u3084\u3059\u304f\u3057\u3001\u500b\u3005\u306e Web \u30da\u30fc\u30b8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5206\u6790\u306a\u3069\u306e\u305d\u306e\u4ed6\u306e\u4fbf\u5229\u306a\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30db\u30c3\u30c8\u30b8\u30e3\u30fc<\/strong> AI \u99c6\u52d5\u578b\u5206\u6790\u3092\u5f37\u5316\u3067\u304d\u308b\u5225\u306e\u30c4\u30fc\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc \u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u6a5f\u80fd\u3067\u6709\u540d\u3067\u3059\u3002<\/p>\n<p>GA4 \u3068\u306e\u7d71\u5408\u5f8c\u3001Hotjar \u306e AI \u3092\u6d3b\u7528\u3057\u3066\u3001\u5b9a\u91cf\u7684\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u6df1\u304f\u6398\u308a\u4e0b\u3052\u308b\u305f\u3081\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u8abf\u67fb\u3092\u8003\u6848\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u7279\u306b\u30c7\u30fc\u30bf\u5185\u3067\u7570\u5e38\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u3088\u308a\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>GA4\u3092\u30ea\u30f3\u30af\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059 <strong>\u6700\u9069\u5316<\/strong>A\/B \u30c6\u30b9\u30c8\u3068\u5b9f\u9a13\u3092\u901a\u3058\u3066\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u6539\u826f\u3059\u308b\u305f\u3081\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001Optimizely \u304b\u3089 Google Analytics \u306b Web \u5b9f\u9a13\u30a4\u30d9\u30f3\u30c8\u3068\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9 \u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001Optimizely \u306e AI \u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u5fae\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n<h2><a id=\"conclusion\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u7d42\u308f\u308a\u306b<\/h2>\n<p>\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304b\u3089 GA4 \u3078\u306e\u79fb\u884c\u306b\u3088\u308a\u3001Google \u306e\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u304c\u5f37\u5316\u3055\u308c\u307e\u3057\u305f\u3002GA4 \u306e\u4eba\u5de5\u77e5\u80fd\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u6240\u6709\u8005\u306f\u30e6\u30fc\u30b6\u30fc\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u3088\u308a\u76f4\u611f\u7684\u3067\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>GA4 AI \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30bf\u30fc\u30b2\u30c3\u30c8 \u30e6\u30fc\u30b6\u30fc\u3092\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3063\u305f\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u3066\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u6226\u7565\u3092\u7acb\u3066\u305f\u308a\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u7570\u5e38\u3092\u7279\u5b9a\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30aa\u30f3\u30e9\u30a4\u30f3 \u30d3\u30b8\u30cd\u30b9\u306e\u6240\u6709\u8005\u306b\u3068\u3063\u3066\u6b20\u304b\u305b\u306a\u3044\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>GA4 AI \u3092\u521d\u3081\u3066\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u305d\u306e\u53ef\u80fd\u6027\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3066\u6e96\u5099\u3057\u307e\u3059\u3002<\/strong> \u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u306b\u306f\u3001Web \u30b5\u30a4\u30c8\u3092 Google Analytics \u3068\u7d71\u5408\u3057\u307e\u3059\u3002Google Analytics \u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u53d6\u5f97\u3055\u308c\u308b\u6307\u6a19\u306b\u3064\u3044\u3066\u7406\u89e3\u3092\u6df1\u3081\u307e\u3059\u3002<\/li>\n<li><strong>\u63a8\u5968\u307e\u305f\u306f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30a4\u30d9\u30f3\u30c8\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u76e3\u8996\u3057\u307e\u3059\u3002<\/strong> \u30a4\u30d9\u30f3\u30c8\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3092\u78ba\u7acb\u3057\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u6700\u3082\u91cd\u8981\u306a\u50be\u5411\u3068\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u76e3\u8996\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30af\u30ed\u30b9\u30c1\u30e3\u30cd\u30eb\u306e\u6d1e\u5bdf\u3092\u7d71\u5408\u3057\u307e\u3059\u3002<\/strong> Google \u5e83\u544a\u3001Google \u691c\u7d22\u30b3\u30f3\u30bd\u30fc\u30eb\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u96fb\u5b50\u30e1\u30fc\u30eb \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u3088\u308a\u7dcf\u5408\u7684\u306a\u8996\u70b9\u3092\u7372\u5f97\u3057\u307e\u3059\u3002<\/li>\n<li><strong>AI \u4e3b\u5c0e\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002<\/strong> GA4 \u306e\u5206\u6790\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u3001\u5c06\u6765\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3059\u308b\u4e88\u6e2c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9 \u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/li>\n<li><strong>AI \u306e\u6d1e\u5bdf\u3092\u5c65\u6b74\u30c7\u30fc\u30bf\u3068\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/strong> \u30ec\u30dd\u30fc\u30c8 \u30d3\u30e5\u30fc\u306e\u6bd4\u8f03\u6a5f\u80fd\u3068\u63a2\u7d22\u3092\u6d3b\u7528\u3057\u3066\u3001AI \u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u5206\u6790\u60c5\u5831\u306e\u7cbe\u5ea6\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30e6\u30fc\u30b6\u30fc\u30b8\u30e3\u30fc\u30cb\u30fc\u3092\u8abf\u67fb\u3057\u307e\u3059\u3002<\/strong> \u30e6\u30fc\u30b6\u30fc\u306e\u8cfc\u5165\u7d4c\u8def\u3084\u63a2\u7d22\u306a\u3069\u306e GA4 \u306e\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u6700\u521d\u306e\u63a5\u89e6\u304b\u3089\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u307e\u3067\u306e\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306b\u95a2\u3059\u308b\u5206\u6790\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>GA4 AI \u306b\u95a2\u3059\u308b\u3054\u610f\u898b\u3084\u3054\u8cea\u554f\u3092\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u3054\u591a\u5e78\u3092\u304a\u7948\u308a\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\u63a8\u5968\u8aad\u66f8<\/h4>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0: \u52b9\u679c\u7684\u306a AI \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5b9a\u7fa9\u3068 15 \u306e\u6226\u7565 + \u63d0\u6848<br \/>\n\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30d7\u30e9\u30a4\u30df\u30f3\u30b0\u3057\u3001Web \u30b5\u30a4\u30c8\u306b\u9069\u3057\u305f\u3082\u306e\u3092\u9078\u629e\u3059\u308b<br \/>\nAI \u306e\u4e3b\u8981\u6570\u5024\u3068\u73fe\u5728\u306e\u50be\u5411<\/p>\n<h2><a id=\"using-ai-with-google-analytics-4-faq\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI \u3092 Google Analytics 4 \u3067\u4f7f\u7528\u3059\u308b FAQ<\/h2>\n<p>Google Analytics 4 \u306b\u4eba\u5de5\u77e5\u80fd\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f\u3092\u3044\u304f\u3064\u304b\u8a73\u3057\u304f\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><a id=\"how-does-ga4-use-machine-learning\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4 \u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3057\u307e\u3059\u304b?<\/h3>\n<p>Google Analytics \u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308a\u3001Analytics Intelligence \u304c\u5f37\u5316\u3055\u308c\u3001Web \u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3001\u7570\u5e38\u691c\u51fa\u3001\u81ea\u52d5\u63a8\u5968\u4e8b\u9805\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u5c06\u6765\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3059\u308b\u4e88\u6e2c\u5206\u6790\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h3><a id=\"what-is-google-analytics-intelligence-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4 \u306e Google \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u69cb\u6210\u3059\u308b\u3082\u306e\u306f\u4f55\u3067\u3059\u304b?<\/h3>\n<p>GA4 \u3067\u306f\u3001Google Analytics Intelligence \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u5229\u7528\u3057\u3066\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u306b\u95a2\u3059\u308b\u5206\u6790\u60c5\u5831\u3084\u63d0\u6848\u3092\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u7570\u5e38\u3084\u50be\u5411\u304c\u3042\u308c\u3070\u8b66\u544a\u3057\u307e\u3059\u3002<\/p>\n<h3><a id=\"can-ai-help-with-conversion-optimization-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI \u306f GA4 \u3067\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6700\u9069\u5316\u306b\u5f79\u7acb\u3061\u307e\u3059\u304b?<\/h3>\n<p>\u306f\u3044\u3001GA4 AI \u306f\u3001\u4e88\u6e2c\u6307\u6a19\u3084\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306a\u3069\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6700\u9069\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u9867\u5ba2\u306e\u6f5c\u5728\u7684\u306a\u884c\u52d5\u3092\u7279\u5b9a\u3057\u3001\u58f2\u4e0a\u3084\u30ea\u30fc\u30c9\u3092\u5897\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><a id=\"are-there-any-precautions-to-consider-when-using-ai-generated-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI \u3067\u751f\u6210\u3055\u308c\u305f\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u7559\u610f\u3059\u3079\u304d\u5b89\u5168\u5bfe\u7b56\u306f\u4f55\u3067\u3059\u304b?<\/h3>\n<p>AI \u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u6d1e\u5bdf\u306f\u975e\u5e38\u306b\u8cb4\u91cd\u3067\u3059\u304c\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u552f\u4e00\u306e\u6839\u62e0\u3068\u3059\u3079\u304d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u6d1e\u5bdf\u3092\u30c6\u30b9\u30c8\u65b9\u6cd5\u3092\u901a\u3058\u3066\u691c\u8a3c\u3057\u3001\u696d\u754c\u306e\u5c02\u9580\u77e5\u8b58\u3068\u77e5\u8b58\u306e\u7bc4\u56f2\u5185\u3067\u6587\u8108\u5316\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"Google Analytics \u306f\u3001\u7279\u306b\u4eba\u5de5\u77e5\u80fd (AI) \u6a5f\u80fd\u306b\u95a2\u3057\u3066\u5927\u5e45\u306a\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u304c\u884c\u308f\u308c\u307e\u3057\u305f\u3002\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u2026","protected":false},"author":1,"featured_media":2433,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"csco_display_header_overlay":false,"csco_singular_sidebar":"","csco_page_header_type":"","footnotes":""},"categories":[241,265,267],"tags":[],"ppma_author":[290],"class_list":{"0":"post-4680","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-advanced-seo","8":"category-ai-seo","9":"category-ai-tools","10":"cs-entry"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.4 (Yoast SEO v22.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top AI Applications Using Google Analytics 4 in 2024 - AI SEO Agency<\/title>\n<meta name=\"description\" content=\"Google Analytics has gone through a substantial upgrade, particularly\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/seo.tenten.co\/ja\/advanced-seo\/2024-\u5e74\u306b-google-analytics-4-\u3092\u4f7f\u7528\u3059\u308b\u30c8\u30c3\u30d7-ai-\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Top AI Applications Using Google Analytics 4 in 2024\" \/>\n<meta property=\"og:description\" content=\"Google Analytics has gone through a substantial upgrade, particularly\" \/>\n<meta property=\"og:url\" content=\"https:\/\/seo.tenten.co\/ja\/advanced-seo\/2024-\u5e74\u306b-google-analytics-4-\u3092\u4f7f\u7528\u3059\u308b\u30c8\u30c3\u30d7-ai-\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\/\" \/>\n<meta property=\"og:site_name\" content=\"AI SEO Agency\" \/>\n<meta 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