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Analytics\u3084HubSpot\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u63a5\u7d9a\u3057\u3001\u305d\u306e\u6a5f\u80fd\u3092\u5897\u5e45\u3057\u307e\u3059\u3002<\/li>\n<li>\u502b\u7406\u7684\u8003\u616e\u4e8b\u9805\uff1aGDPR\u306a\u3069\u306e\u898f\u5236\u306e\u4e0b\u3067\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3092\u512a\u5148\u3059\u308b\u3053\u3068\u3067\u4fe1\u983c\u3092\u78ba\u4fdd\u3057\u3001\u9577\u671f\u6210\u9577\u306e\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff1a\u30d3\u30b8\u30cd\u30b9\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u30ea\u30bd\u30fc\u30b9\u306e\u6bd4\u4f8b\u3057\u305f\u5897\u52a0\u306a\u3057\u306b\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30a8\u30f3\u30b8\u30f3\u3092\u99c6\u52d5\u3059\u308b\u30c7\u30fc\u30bf<\/h3>\n<p>\u30c7\u30fc\u30bf\u306fAI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u751f\u547d\u7dda\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6d1e\u5bdf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u539f\u6750\u6599\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u9ad8\u54c1\u8cea\u3067\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3088\u308a\u6b63\u78ba\u306a\u4e88\u6e2c\u306b\u3064\u306a\u304c\u308a\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u6709\u52b9\u6027\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306f\u30c7\u30fc\u30bf\u885b\u751f\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u7d50\u679c\u3092\u6b6a\u3081\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u4e0d\u6b63\u78ba\u3055\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u306b\u30bd\u30fc\u30b9\u3092\u5b9a\u671f\u7684\u306b\u76e3\u67fb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5b9f\u8df5\u3067\u306f\u3001\u3053\u308c\u306f\u9ad8\u3044\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3068\u6d17\u7df4\u3055\u308c\u305f\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u306b\u7ffb\u8a33\u3055\u308c\u3001AI\u3092\u6226\u7565\u7684\u8cc7\u7523\u3068\u3057\u3066\u56fa\u3081\u307e\u3059\u3002<\/p>\n<h2>\u52b9\u7387\u5411\u4e0a\u306e\u305f\u3081\u306eAI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63a2\u6c42\u3059\u308b<\/h2>\n<p>AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u62bd\u8c61\u7684\u306a\u6982\u5ff5\u3092\u5b9f\u8df5\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u904b\u7528\u5316\u3059\u308b\u6280\u8853\u7684\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3092\u8868\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u30eb\u30fc\u30c1\u30f3\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3001\u30c1\u30fc\u30e0\u304c\u5275\u9020\u7684\u304a\u3088\u3073\u6226\u7565\u7684\u8981\u7d20\u306b\u96c6\u4e2d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u4ee3\u7406\u5e97\u306b\u3068\u3063\u3066\u3001\u9069\u5207\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u306f\u30b5\u30fc\u30d3\u30b9\u63d0\u4f9b\u3092\u5dee\u5225\u5316\u3057\u3001\u696d\u754c\u5168\u4f53\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306b\u512a\u308c\u305f\u7d50\u679c\u3092\u5c4a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u8a55\u4fa1\u3059\u308b\u30c8\u30c3\u30d7\u6a5f\u80fd<\/h3>\n<p>AI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u306b\u6cbf\u3063\u305f\u6a5f\u80fd\u3092\u512a\u5148\u3057\u307e\u3059\u3002\u5f37\u529b\u306a\u81ea\u52d5\u5316\u6a5f\u80fd\u304c\u30ea\u30fc\u30c9\u30ca\u30fc\u30c1\u30e3\u30ea\u30f3\u30b0\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u914d\u5e03\u3092\u51e6\u7406\u3057\u3001\u5148\u9032\u7684\u306a\u5206\u6790\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1\u306e\u305f\u3081\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u3068\u306e\u7d71\u5408\u306f\u7d71\u4e00\u3055\u308c\u305f\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u78ba\u4fdd\u3057\u3001\u30b5\u30a4\u30ed\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a5f\u80fd<\/th>\n<th>\u5229\u70b9<\/th>\n<th>\u4f8b\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e88\u6e2c\u5206\u6790<\/td>\n<td>\u9867\u5ba2\u884c\u52d5\u3092\u4e88\u6e2c<\/td>\n<td>Adobe Sensei<\/td>\n<\/tr>\n<tr>\n<td>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/td>\n<td>HubSpot AI<\/td>\n<\/tr>\n<tr>\n<td>\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u7d71\u5408<\/td>\n<td>24\/7\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/td>\n<td>Drift<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5b9f\u4e16\u754c\u5b9f\u88c5<\/h3>\n<p>\u4e2d\u898f\u6a21\u306ee\u30b3\u30de\u30fc\u30b9\u30d3\u30b8\u30cd\u30b9\u304c\u30e1\u30fc\u30eb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306bAI\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63a1\u7528\u3057\u305f\u4e8b\u4f8b\u3092\u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u904e\u53bb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30e6\u30fc\u30b6\u30fc\u3092\u30de\u30a4\u30af\u30ed\u30b0\u30eb\u30fc\u30d7\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3001\u30aa\u30fc\u30d7\u30f3\u30ec\u30fc\u30c8\u306e35%\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306a\u4f8b\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u30c7\u30fc\u30bf\u3092\u5b9f\u8df5\u7684\u306a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306b\u5909\u3048\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3001\u6226\u7565\u7684\u6210\u9577\u3092\u63a8\u9032\u3057\u307e\u3059\u3002<\/p>\n<h2>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5408\u7406\u5316\u3059\u308b\u305f\u3081\u306eAI\u81ea\u52d5\u5316\u306e\u6d3b\u7528<\/h2>\n<p>AI\u81ea\u52d5\u5316\u306f\u65ad\u7247\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u307e\u3068\u307e\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u306b\u5909\u9769\u3057\u3001\u91cd\u8907\u3092\u6392\u9664\u3057\u3001\u5e02\u5834\u6295\u5165\u6642\u9593\u3092\u52a0\u901f\u3057\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u30aa\u30fc\u30ca\u30fc\u306f\u30b3\u30b9\u30c8\u524a\u6e1b\u3092\u8a55\u4fa1\u3057\u3001\u81ea\u52d5\u5316\u304c\u624b\u4f5c\u696d\u3092\u6e1b\u3089\u3057\u3064\u3064\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u307e\u3059\u3002\u4ee3\u7406\u5e97\u306b\u3068\u3063\u3066\u306f\u3001\u3088\u308a\u591a\u304f\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4e00\u8cab\u3057\u305f\u54c1\u8cea\u3067\u6271\u3046\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308bAI\u81ea\u52d5\u5316\u306e\u30b3\u30a2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>\u81ea\u52d5\u5316\u306f\u3001\u30c8\u30ec\u30f3\u30c9\u30c8\u30d4\u30c3\u30af\u306b\u57fa\u3065\u3044\u3066\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u6295\u7a3f\u3084\u30d6\u30ed\u30b0\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306a\u3069\u306e\u9818\u57df\u3067\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30de\u30c6\u30a3\u30c3\u30af\u5e83\u544a\u306fAI\u3092\u4f7f\u7528\u3057\u3066\u5e83\u544a\u30b9\u30da\u30fc\u30b9\u306b\u5165\u672d\u3057\u3001\u6570\u30df\u30ea\u79d2\u3067\u4e88\u7b97\u3092\u52d5\u7684\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u30e1\u30fc\u30eb\u81ea\u52d5\u5316\u30b7\u30fc\u30b1\u30f3\u30b9\u306f\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u3001\u7d99\u7d9a\u7684\u306a\u76e3\u7763\u306a\u3057\u306b\u30ea\u30fc\u30c9\u3092\u30ca\u30fc\u30c1\u30e3\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\uff1aHootsuite AI\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u304c\u6700\u9069\u306a\u6295\u7a3f\u6642\u9593\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li>\n<li>\u30ea\u30fc\u30c9\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\uff1a\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u898b\u8fbc\u307f\u5ba2\u306b\u512a\u5148\u9806\u4f4d\u3092\u5272\u308a\u5f53\u3066\u307e\u3059\u3002<\/li>\n<li>A\/B\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\uff1a\u5909\u52d5\u3092\u8fc5\u901f\u306b\u30a4\u30c6\u30ec\u30fc\u30c8\u3057\u3066\u52dd\u8005\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>AI\u81ea\u52d5\u5316\u63a1\u7528\u306e\u4e00\u822c\u7684\u306a\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b<\/h3>\n<p>\u521d\u671f\u306e\u969c\u5bb3\u306b\u306f\u7d71\u5408\u306e\u8907\u96d1\u3055\u3068\u30b9\u30ad\u30eb\u30ae\u30e3\u30c3\u30d7\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u30c1\u30fc\u30e0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u62b5\u6297\u3092\u7de9\u548c\u3057\u3001\u30d1\u30a4\u30ed\u30c3\u30c8\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3067\u5b9f\u73fe\u53ef\u80fd\u6027\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u3001AI\u81ea\u52d5\u5316\u304b\u3089\u306eROI\u306f\u6295\u8cc7\u3092\u6b63\u5f53\u5316\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u30bf\u30fc\u30f3\u30a2\u30e9\u30a6\u30f3\u30c9\u6642\u9593\u306e\u77ed\u7e2e\u3068\u30ea\u30bd\u30fc\u30b9\u914d\u5206\u306e\u6539\u5584\u306b\u3088\u3063\u3066\u8a3c\u660e\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2>\u672a\u6765\u3092\u5f62\u4f5c\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0AI\u30c8\u30ec\u30f3\u30c9\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b<\/h2>\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0AI\u30c8\u30ec\u30f3\u30c9\u306f\u3001\u6280\u8853\u306e\u9032\u6b69\u3068\u5909\u5316\u3059\u308b\u6d88\u8cbb\u8005\u671f\u5f85\u306b\u3088\u3063\u3066\u6025\u901f\u306b\u9032\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u767a\u5c55\u306b\u8ffd\u3044\u3064\u304f\u3053\u3068\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u304c\u654f\u6377\u6027\u3092\u4fdd\u3061\u3001\u6f5c\u5728\u7684\u306a\u6df7\u4e71\u3092\u6210\u9577\u306e\u6a5f\u4f1a\u306b\u5909\u3048\u308b\u3053\u3068\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30bf\u30fc\u306f\u3001\u6226\u7565\u3092\u66f2\u7dda\u3088\u308a\u5148\u306b\u4f4d\u7f6e\u3065\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u4e88\u6e2c\u304a\u3088\u3073\u751f\u6210AI\u306e\u65b0\u8208\u30c8\u30ec\u30f3\u30c9<\/h3>\n<p>\u4e88\u6e2cAI\u306f\u5e02\u5834\u5909\u52d5\u3092\u4e88\u6e2c\u3057\u3001\u7a4d\u6975\u7684\u306a\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u3001\u4e00\u65b9\u751f\u6210AI\u306f\u30d6\u30e9\u30f3\u30c9\u30dc\u30a4\u30b9\u306b\u5408\u308f\u305b\u305f\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002AI\u306b\u3088\u308b\u30dc\u30a4\u30b9\u30b5\u30fc\u30c1\u6700\u9069\u5316\u306f<a 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