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href=\"https:\/\/alienroad.com\/ai-advertising-optimization-2\/ai-advertising-optimization-guide-5\/\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb<\/a>\u3001\u5e83\u544a\u30b3\u30d4\u30fc\u306e\u6d17\u7df4\u306e\u305f\u3081\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30c6\u30a3\u30c3\u30af\u5e83\u544a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306eAI\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u5f37\u5316\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u3066\u5165\u672d\u6226\u7565\u3092\u53cd\u5fa9\u7684\u306b\u6539\u5584\u3057\u3001\u624b\u52d5\u65b9\u6cd5\u306b\u6bd4\u3079\u3066ROAS\u3092\u6700\u592715%\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff1a\u3053\u308c\u3089\u306f\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\uff1a\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3084\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306a\u3069\u306e\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u51e6\u7406\u3057\u307e\u3059\u3002<\/li>\n<li>\u7d71\u5408\u30ec\u30a4\u30e4\u30fc\uff1a\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u5b9f\u884c\u306e\u305f\u3081\u306b\u5e83\u544a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u8981\u7d20\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306f\u5e02\u5834\u306e\u5909\u52d5\u6027\u306b\u9069\u5fdc\u3059\u308b\u5805\u7262\u306aAI\u5e83\u544a\u6700\u9069\u5316\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u73fe\u4ee3\u306e\u30de\u30fc\u30b1\u30bf\u30fc\u3078\u306e\u5229\u70b9<\/h3>\n<p>\u30de\u30fc\u30b1\u30bf\u30fc\u306f\u904b\u7528\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306e\u524a\u6e1b\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u5f37\u5316\u304b\u3089\u5229\u76ca\u3092\u5f97\u307e\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u306f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u6642\u9593\u309240%\u77ed\u7e2e\u3057\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u6226\u7565\u306e\u305f\u3081\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u89e3\u653e\u3057\u307e\u3059\u3002AI\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u5e83\u544a\u306b\u3088\u308bCTR\u306e25%\u5411\u4e0a\u306a\u3069\u306e\u5177\u4f53\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u3001\u305d\u306e\u4fa1\u5024\u3092\u5f37\u8abf\u3057\u3001\u5177\u4f53\u7684\u306a\u6210\u679c\u3092\u99c6\u52d5\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u5e83\u544a\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790<\/h2>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306f\u3001AI\u5e83\u544a\u6700\u9069\u5316\u306e\u91cd\u8981\u306a\u9032\u6b69\u3092\u8868\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u8abf\u6574\u3092\u5c0e\u304f\u5373\u6642\u6d1e\u5bdf\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3001\u30af\u30ea\u30c3\u30af\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306a\u3069\u306e\u4e3b\u8981\u696d\u7e3e\u8a55\u4fa1\u6307\u6a19\uff08KPI\uff09\u3092\u767a\u751f\u6642\u306b\u76e3\u8996\u3057\u3001\u7121\u99c4\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u52b9\u679c\u3092\u6700\u5927\u5316\u3057\u307e\u3059\u3002<\/p>\n<h3>\u5373\u6642\u76e3\u8996\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u6280\u8853<\/h3>\n<p>Google Analytics 4\u3084Adobe Sensei\u306a\u3069\u306e\u4e3b\u8981\u30c4\u30fc\u30eb\u306f\u3001\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u8996\u899a\u5316\u3059\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306e\u7a81\u7136\u306e\u4f4e\u4e0b\u306a\u3069\u306e\u7570\u5e38\u3092\u691c\u77e5\u3057\u3001\u30a2\u30e9\u30fc\u30c8\u3084\u81ea\u52d5\u4fee\u6b63\u3092\u30c8\u30ea\u30ac\u30fc\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u7121\u95a2\u4fc2\u306a\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308b\u30d0\u30a6\u30f3\u30b9\u7387\u306e\u6025\u5897\u306e\u5834\u5408\u3001\u30b7\u30b9\u30c6\u30e0\u306f10\u79d2\u4ee5\u5185\u306b\u518d\u8abf\u6574\u3057\u3001\u65e5\u6b21\u4e88\u7b97\u306e5-10%\u3068\u63a8\u5b9a\u3055\u308c\u308b\u53ce\u76ca\u640d\u5931\u3092\u9632\u304e\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30e1\u30c8\u30ea\u30af\u30b9<\/th>\n<th>\u4f1d\u7d71\u7684\u306a\u5206\u6790<\/th>\n<th>AI\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/th>\n<th>\u6539\u5584\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5fdc\u7b54\u6642\u9593<\/td>\n<td>\u6570\u6642\u9593\u304b\u3089\u6570\u65e5<\/td>\n<td>\u6570\u79d2\u304b\u3089\u6570\u5206<\/td>\n<td>95%\u901f\u3044\u8abf\u6574<\/td>\n<\/tr>\n<tr>\n<td>\u7cbe\u5ea6<\/td>\n<td>70-80%<\/td>\n<td>90-95%<\/td>\n<td>15%\u512a\u308c\u305f\u4e88\u6e2c<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30b9\u30c8\u524a\u6e1b<\/td>\n<td>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3<\/td>\n<td>20%\u524a\u6e1b<\/td>\n<td>\u904e\u5270\u5165\u672d\u640d\u5931\u3092\u56de\u907f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u5f71\u97ff\u3092\u5f37\u8abf\u3059\u308b\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3<\/h3>\n<p>AI\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u4f7f\u7528\u3057\u305f\u5c0f\u58f2\u5927\u624b\u306f\u3001\u30d4\u30fc\u30af\u30b7\u30fc\u30ba\u30f3\u4e2d\u306b\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e3\u30cd\u30eb\u3078\u306e\u4e88\u7b97\u3092\u52d5\u7684\u306b\u30b7\u30d5\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u309235%\u5411\u4e0a\u3055\u305b\u307e\u3057\u305f\u3002\u3053\u306e\u3088\u3046\u306a\u4f8b\u306f\u3001AI\u5e83\u544a\u6700\u9069\u5316\u304c\u30c7\u30fc\u30bf\u3092\u5373\u6642\u884c\u52d5\u306b\u5909\u3048\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3001\u5168\u4f53\u7684\u306a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3ROI\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u306b\u3088\u308b\u8996\u8074\u8005\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/h2>\n<p>\u8996\u8074\u8005\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306fAI\u5e83\u544a\u6700\u9069\u5316\u3092\u901a\u3058\u3066\u5f37\u5316\u3055\u308c\u3001\u884c\u52d5\u3001\u4eba\u53e3\u7d71\u8a08\u3001\u5fc3\u7406\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30cf\u30a4\u30d1\u30fc\u30bf\u30fc\u30b2\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u7cbe\u5ea6\u306f\u5e83\u544a\u304c\u6df1\u304f\u5171\u9cf4\u3057\u3001\u9ad8\u3044\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u5fe0\u8aa0\u5fc3\u3092\u80b2\u307f\u307e\u3059\u3002<\/p>\n<h3>\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e\u5148\u9032\u7684\u306a\u624b\u6cd5<\/h3>\n<p>AI\u306f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u8996\u8074\u8005\u3092\u30de\u30a4\u30af\u30ed\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u5206\u3051\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u30a8\u30b3\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u88fd\u54c1\u306b\u8208\u5473\u3092\u6301\u306425-34\u6b73\u306e\u983b\u7e41\u306a\u8cfc\u5165\u8005\u300d\u3002\u8996\u8074\u8005\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u304c\u7d9a\u304d\u3001\u3053\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u6301\u7d9a\u53ef\u80fd\u306a\u30a2\u30d1\u30ec\u30eb\u3092\u63a8\u5968\u3059\u308b\u3053\u3068\u3067\u3001\u30aa\u30fc\u30d7\u30f3\u30ec\u30fc\u30c8\u309228%\u5897\u52a0\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u884c\u52d5\u5206\u6790\uff1a\u30e6\u30fc\u30b6\u30fc\u65c5\u3092\u8ffd\u8de1\u3057\u3066\u8208\u5473\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/li>\n<li>\u4eba\u53e3\u7d71\u8a08\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\uff1a\u5e74\u9f62\u3001\u5834\u6240\u3001\u53ce\u5165\u30c7\u30fc\u30bf\u3067\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u6d17\u7df4\u3057\u307e\u3059\u3002<\/li>\n<li>\u5fc3\u7406\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u6d1e\u5bdf\uff1a\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u3092\u901a\u3058\u3066\u52d5\u6a5f\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<h3>\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u3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