{"id":106731,"date":"2026-03-25T15:10:59","date_gmt":"2026-03-25T15:10:59","guid":{"rendered":"https:\/\/alienroad.com\/%e6%9c%aa%e5%88%86%e9%a1%9e\/mastering-ai-advertising-optimization-guide-to-free-ai-tools\/"},"modified":"2026-04-06T06:49:30","modified_gmt":"2026-04-06T06:49:30","slug":"mastering-ai-advertising-optimization-guide-to-free-ai-tools","status":"publish","type":"post","link":"https:\/\/alienroad.com\/ja\/ai%e5%ba%83%e5%91%8a%e6%9c%80%e9%81%a9%e5%8c%96-ja\/mastering-ai-advertising-optimization-guide-to-free-ai-tools\/","title":{"rendered":"AI\u5e83\u544a\u6700\u9069\u5316\u306e\u7fd2\u5f97\uff1a\u3088\u308a\u30b9\u30de\u30fc\u30c8\u306a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u7121\u6599AI\u30c4\u30fc\u30eb\u30ac\u30a4\u30c9"},"content":{"rendered":"<h2>AI\u5e83\u544a\u6700\u9069\u5316\u306e\u57fa\u790e\u7406\u89e3<\/h2>\n<p><a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-a-comparison-of-leading-tools-for-enterprise-aio\/\">AI\u5e83\u544a\u6700\u9069\u5316<\/a>\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5909\u9769\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8868\u3057\u3001\u4eba\u5de5\u77e5\u80fd\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3066\u3001\u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u9054\u6210\u3067\u304d\u306a\u3044\u65b9\u6cd5\u3067\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6d17\u7df4\u3057\u307e\u3059\u3002\u305d\u306e\u6838\u5fc3\u3067\u306f\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3092\u4e88\u6e2c\u3057\u3001\u5165\u672d\u6226\u7565\u3092\u8abf\u6574\u3057\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u914d\u4fe1\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u307e\u3059\u3002\u30b3\u30b9\u30c8\u52b9\u679c\u306e\u9ad8\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u6c42\u3081\u308b\u30d3\u30b8\u30cd\u30b9\u306b\u3068\u3063\u3066\u3001\u7121\u6599\u306eAI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u304c\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u5165\u308a\u53e3\u3068\u306a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u591a\u984d\u306e\u521d\u671f\u6295\u8cc7\u306a\u3057\u3067\u5e83\u544a\u3092\u4f5c\u6210\u30fb\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30a2\u30a4\u30c7\u30a2\u51fa\u3057\u3068\u30c6\u30b9\u30c8\u306e\u30d5\u30a7\u30fc\u30ba\u3092\u81ea\u52d5\u5316\u3057\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u5e83\u544a\u30b3\u30d4\u30fc\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>AI\u306e\u7d71\u5408\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u3001\u5373\u6642\u8abf\u6574\u3092\u5c0e\u304f\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u30b7\u30b9\u30c6\u30e0\u306f\u30af\u30ea\u30c3\u30af\u7387\u306e\u6025\u843d\u3092\u691c\u77e5\u3057\u3001\u81ea\u52d5\u7684\u306b\u4e88\u7b97\u3092\u9ad8\u6027\u80fd\u306e\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306b\u30b7\u30d5\u30c8\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ec\u30d9\u30eb\u306e\u5fdc\u7b54\u6027\u306f\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u52d5\u7684\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u6a5f\u654f\u3055\u3092\u4fdd\u3064\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u7121\u6599\u306eAI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u5148\u9032\u7684\u306a\u6a5f\u80fd\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u6c11\u4e3b\u5316\u3057\u3001\u5c0f\u898f\u6a21\u30d3\u30b8\u30cd\u30b9\u3084\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u5927\u4f01\u696d\u3068\u7af6\u4e89\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u6c7a\u5b9a\u306b\u7126\u70b9\u3092\u5f53\u3066\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u63a8\u6e2c\u3092\u6e1b\u3089\u3057\u3001\u5e83\u544a\u652f\u51fa\u306b\u5bfe\u3059\u308b\u30ea\u30bf\u30fc\u30f3\uff08ROAS\uff09\u3092\u5897\u5e45\u3057\u3001Google Ads\u3084Meta\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306e\u696d\u754c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u521d\u671f\u30c6\u30b9\u30c8\u306720%\u304b\u308930%\u306e\u6539\u5584\u3092\u9054\u6210\u3057\u307e\u3059\u3002<\/p>\n<h3>\u52b9\u679c\u7684\u306a\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/h3>\n<p>\u5805\u7262\u306a\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u901a\u5e38\u3001\u5e83\u544a\u4f5c\u6210\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1\u3001\u53cd\u5fa9\u7684\u306a\u6d17\u7df4\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u30ea\u30fc\u30c9\u751f\u6210\u3084\u30d6\u30e9\u30f3\u30c9\u8a8d\u77e5\u306a\u3069\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u76ee\u6a19\u3092\u5165\u529b\u3057\u3001AI\u304c\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u63d0\u6848\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u304c\u969b\u7acb\u3061\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u7279\u5b9a\u306e\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u97ff\u304f\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u82e5\u3044\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3059\u308b\u5834\u5408\u3001\u52b9\u7387\u3068\u9769\u65b0\u3092\u5f37\u8abf\u3057\u305f\u7c21\u6f54\u3067\u30e2\u30d0\u30a4\u30eb\u6700\u9069\u5316\u3055\u308c\u305f\u30b3\u30d4\u30fc\u3092\u63d0\u6848\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<ul>\n<li>\u81ea\u52d5\u5e83\u544a\u30b3\u30d4\u30fc\u751f\u6210\uff1a\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u30c6\u30b9\u30c8\u3059\u308b\u305f\u3081\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3002<\/li>\n<li>\u30d3\u30b8\u30e5\u30a2\u30eb\u30a2\u30bb\u30c3\u30c8\u306e\u63a8\u5968\uff1a\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u6cbf\u3063\u305f\u753b\u50cf\u3084\u30d3\u30c7\u30aa\u3092\u63d0\u6848\u3002<\/li>\n<li>\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\uff1a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7d71\u5408\u3057\u3066AI\u5e83\u544a\u6700\u9069\u5316\u30eb\u30fc\u30eb\u3092\u9069\u7528\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u76f8\u4e57\u7684\u306b\u50cd\u304d\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5408\u7406\u5316\u3057\u3001\u624b\u4f5c\u696d\u306e\u6642\u9593\u3092\u7bc0\u7d04\u3057\u3064\u3064\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30dd\u30ea\u30b7\u30fc\u306e\u9075\u5b88\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u99c6\u52d5\u578b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306e\u6d3b\u7528<\/h2>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306f\u3001<a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-through-closed-loop-systems\/\">AI\u5e83\u544a\u6700\u9069\u5316<\/a>\u306e\u57fa\u76e4\u3092\u5f62\u6210\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5373\u6642\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3053\u3053\u3067\u512a\u4f4d\u6027\u3092\u767a\u63ee\u3057\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\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u3001\u30de\u30a4\u30ca\u30fc\u306a\u554f\u984c\u304c\u91cd\u5927\u306a\u632b\u6298\u306b\u30a8\u30b9\u30ab\u30ec\u30fc\u30c8\u3059\u308b\u306e\u3092\u9632\u304e\u307e\u3059\u3002AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u5206\u6790\u3084\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30ed\u30b0\u3092\u542b\u3080\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u5065\u5eb7\u72b6\u614b\u306e\u5305\u62ec\u7684\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u30d4\u30fc\u30af\u6642\u9593\u5e2f\u306b\u5e83\u544a\u30bb\u30c3\u30c8\u304c\u4f4e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5834\u5408\u3092\u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002AI\u306f\u6570\u5206\u4ee5\u5185\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u4ee3\u66ff\u306e\u6642\u9593\u30b9\u30ed\u30c3\u30c8\u306b\u518d\u5272\u308a\u5f53\u3066\u3067\u304d\u3001\u6f5c\u5728\u7684\u306b\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u309215%\u5897\u52a0\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002Forrester\u306e\u696d\u754c\u30c7\u30fc\u30bf\u306b\u3088\u308b\u3068\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u4f7f\u7528\u3059\u308b\u30d6\u30e9\u30f3\u30c9\u306f\u52b9\u7387\u304c25%\u5411\u4e0a\u3057\u307e\u3059\u3002\u7121\u6599\u30c4\u30fc\u30eb\u306f\u30d7\u30ec\u30df\u30a2\u30e0\u8cfc\u8aad\u306a\u3057\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3001\u57fa\u672c\u7684\u306a\u5206\u6790\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u6700\u9069\u5316\u52aa\u529b\u3092\u5c0e\u304d\u307e\u3059\u3002<\/p>\n<h3>\u7d99\u7d9a\u7684\u306a\u6539\u5584\u306e\u305f\u3081\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5b9f\u88c5<\/h3>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u6d3b\u7528\u3059\u308b\u306b\u306f\u3001\u30de\u30fc\u30ab\u30bf\u30fc\u306f\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8a2d\u5b9a\u3057\u3001AI\u99c6\u52d5\u578b\u306e\u8b66\u5831\u3092\u8a2d\u5b9a\u3059\u3079\u304d\u3067\u3059\u3002\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u6539\u5584\u306e\u305f\u3081\u3001\u30b5\u30a4\u30c8\u6ede\u5728\u6642\u9593\u306a\u3069\u306e\u30de\u30a4\u30af\u30ed\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30de\u30af\u30ed\u306a\u3082\u306e\uff08\u4f8b\uff1a\u8cfc\u5165\uff09\u3068\u4e26\u884c\u3057\u3066\u8ffd\u8de1\u3057\u307e\u3059\u3002\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c1\u30e3\u30fc\u30c8\u3067\u3053\u308c\u3089\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u53ef\u8996\u5316\u3057\u3001\u4eba\u9593\u306b\u3088\u308b\u30ec\u30d3\u30e5\u30fc\u7528\u306e\u7570\u5e38\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u30e1\u30c8\u30ea\u30af\u30b9<\/th>\n<th>\u8aac\u660e<\/th>\n<th>AI\u6700\u9069\u5316\u306e\u5229\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30af\u30ea\u30c3\u30af\u7387 (CTR)<\/td>\n<td>\u5e83\u544a\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u5272\u5408<\/td>\n<td>10-20%\u5411\u4e0a\u306e\u305f\u3081\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30ed\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<tr>\n<td>\u7372\u5f97\u30b3\u30b9\u30c8 (CPA)<\/td>\n<td>\u9867\u5ba2\u7372\u5f97\u306b\u304b\u304b\u308b\u30b3\u30b9\u30c8<\/td>\n<td>15%\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u305f\u3081\u306e\u81ea\u52d5\u5165\u672d\u8abf\u6574<\/td>\n<\/tr>\n<tr>\n<td>ROAS<\/td>\n<td>\u5e83\u544a1\u30c9\u30eb\u3042\u305f\u308a\u306e\u53ce\u76ca<\/td>\n<td>\u6700\u592730%\u306e\u30ea\u30bf\u30fc\u30f3\u5411\u4e0a\u306e\u305f\u3081\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u518d\u5272\u308a\u5f53\u3066<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u308c\u3089\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5b9a\u671f\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u306f\u6226\u7565\u3092\u6d17\u7df4\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u52b9\u679c\u306e\u6301\u7d9a\u7684\u306a\u6210\u9577\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>AI\u6a5f\u80fd\u3092\u901a\u3058\u305f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u5f37\u5316<\/h2>\n<p>\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f<a href=\"https:\/\/alienroad.com\/ai-optimization-2\/ai-advertising-optimization-advanced-strategies-for-2025-success-3\/\">AI\u5e83\u544a\u6700\u9069\u5316<\/a>\u306e\u91cd\u8981\u306a\u8981\u7d20\u3067\u3001\u95a2\u9023\u6027\u3092\u6700\u5927\u5316\u3057\u3001\u7121\u99c4\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u7cbe\u5bc6\u306a\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u884c\u52d5\u3001\u8208\u5473\u3001\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u57fa\u3065\u3044\u3066\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u5206\u5272\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5229\u7528\u3057\u3001\u30cf\u30a4\u30d1\u30fc\u30d5\u30a9\u30fc\u30ab\u30b9\u3055\u308c\u305f\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5f71\u97ff\u3092\u5e0c\u8584\u5316\u3059\u308b\u5e83\u7bc4\u306a\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3068\u306f\u5bfe\u7167\u7684\u3067\u3059\u3002AI\u306e\u5f37\u307f\u306f\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u52d5\u7684\u306b\u9032\u5316\u3055\u305b\u308b\u80fd\u529b\u306b\u3042\u308a\u3001\u30b7\u30d5\u30c8\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u597d\u307f\u3092\u53cd\u6620\u3059\u308b\u305f\u3081\u306e\u65b0\u9bae\u306a\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u304c\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u5c0f\u58f2\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u5834\u5408\u3001AI\u306f\u904e\u53bb\u306e\u8cfc\u5165\u5c65\u6b74\u3067\u30e6\u30fc\u30b6\u30fc\u3092\u30bb\u30b0\u30e1\u30f3\u30c8\u3057\u3001\u983b\u7e41\u306a\u30d0\u30a4\u30e4\u30fc\u5411\u3051\u306b\u30a2\u30c3\u30d7\u30bb\u30eb\u5e83\u544a\u3092\u63a8\u5968\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002McKinsey\u306e\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306f5\u301c8\u500d\u9ad8\u3044ROI\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002\u7121\u6599\u30c4\u30fc\u30eb\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30b7\u30fc\u30c9\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u51fa\u529b\u3092\u53d7\u4fe1\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u6226\u7565<\/h3>\n<p>\u52b9\u679c\u7684\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001CRM\u30b7\u30b9\u30c6\u30e0\u3084\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0API\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002AI\u306f\u6b21\u306b\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u9069\u7528\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u30af\u30a8\u30ea\u304b\u3089\u8208\u5473\u3092\u63a8\u6e2c\u3057\u307e\u3059\u3002\u30de\u30fc\u30ab\u30bf\u30fc\u306f\u3001\u4fa1\u5024\u89b3\u3084\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u6307\u6a19\u306a\u3069\u306e\u5fc3\u7406\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3057\u3066\u3055\u3089\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\uff1ae\u30b3\u30de\u30fc\u30b9\u30d6\u30e9\u30f3\u30c9\u304c\u74b0\u5883\u610f\u8b58\u306e\u9ad8\u3044\u30b7\u30e7\u30c3\u30d1\u30fc\u3092\u30bb\u30b0\u30e1\u30f3\u30c8\u3057\u3001\u30c6\u30fc\u30e9\u30fc\u30c9\u3055\u308c\u305f\u30b0\u30ea\u30fc\u30f3\u88fd\u54c1\u5e83\u544a\u306740%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u3092\u5b9f\u73fe\u3002<\/p>\n<ul>\n<li>\u884c\u52d5\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff1a\u30b5\u30a4\u30c8\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3068\u8cfc\u5165\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u304f\u3002<\/li>\n<li>\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u7cbe\u88fd\uff1a\u5e74\u9f62\u3001\u5834\u6240\u3001\u30c7\u30d0\u30a4\u30b9\u4f7f\u7528\u3067\u7cbe\u5ea6\u3092\u9ad8\u3081\u308b\u3002<\/li>\n<li>\u30eb\u30c3\u30af\u30a2\u30e9\u30a4\u30af\u30e2\u30c7\u30ea\u30f3\u30b0\uff1a\u985e\u4f3c\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306b\u30ea\u30fc\u30c1\u3092\u62e1\u5927\u3057\u3001\u30b9\u30b1\u30fc\u30eb\u3092\u5f37\u5316\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u6226\u7565\u306f\u3001\u5e83\u544a\u304c\u53d7\u5bb9\u7684\u306a\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306b\u5230\u9054\u3059\u308b\u3053\u3068\u3092\u78ba\u4fdd\u3057\u3001\u6709\u610f\u7fa9\u306a\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u3092\u4f7f\u7528\u3057\u305f\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u306e\u6226\u7565<\/h2>\n<p>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u306f<a href=\"https:\/\/alienroad.com\/ai-optimization-2\/ai-advertising-optimization-strategies-for-2025-success-3\/\">AI\u5e83\u544a\u6700\u9069\u5316<\/a>\u306e\u4e3b\u306a\u76ee\u6a19\u3067\u3001\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u30b9\u30b1\u30fc\u30eb\u3067\u5e83\u544a\u8981\u7d20\u3092\u30c6\u30b9\u30c8\u30fb\u53cd\u5fa9\u3059\u308b\u3053\u3068\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002AI\u306f\u6700\u9069\u306a\u30b3\u30fc\u30eb\u30c8\u30a5\u30a2\u30af\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30ba\u3084\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u306e\u6574\u5408\u6027\u306a\u3069\u306e\u9ad8\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u5168\u4f53\u306b\u9069\u7528\u3057\u307e\u3059\u3002\u3053\u306e\u53cd\u5fa9\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u30b9\u30c6\u30ed\u30a4\u30c9\u4e0a\u306eA\/B\u30c6\u30b9\u30c8\u3068\u547c\u3070\u308c\u3001\u5b66\u7fd2\u30b5\u30a4\u30af\u30eb\u3092\u6570\u9031\u9593\u304b\u3089\u6570\u65e5\u306b\u52a0\u901f\u3057\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5411\u4e0a\u3055\u305b\u308b\u306b\u306f\u3001\u5e83\u544a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30e6\u30fc\u30b6\u30fc\u610f\u56f3\u306b\u5408\u308f\u305b\u308b\u6226\u7565\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002\u4fa1\u683c\u654f\u611f\u30bb\u30b0\u30e1\u30f3\u30c8\u5411\u3051\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u4fa1\u683c\u8868\u793a\u306a\u3069\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u63d0\u6848\u306f\u3001Gartner\u306e\u7814\u7a76\u306b\u3088\u308b\u306825%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5897\u52a0\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u81ea\u52d5\u30c4\u30fc\u30eb\u306f\u9ad8\u4fa1\u5024\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u512a\u5148\u3059\u308b\u3053\u3068\u3067ROAS\u3092\u6700\u9069\u5316\u3057\u3001\u4e88\u7b97\u52b9\u7387\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u304c\u5f71\u97ff\u3092\u5f37\u8abf\uff1a\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u6700\u9069\u5316\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306f2%\u304b\u30895%\u306e\u30ec\u30fc\u30c8\u306b\u30b7\u30d5\u30c8\u3057\u3001\u8ffd\u52a0\u652f\u51fa\u306a\u3057\u3067\u52b9\u679c\u7684\u306a\u30ea\u30fc\u30c9\u3092\u500d\u5897\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>ROAS\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5411\u4e0a\u3055\u305b\u308b\u8a3c\u660e\u3055\u308c\u305f\u6226\u8853<\/h3>\n<p>AI\u99c6\u52d5\u306e\u30ea\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3092\u5b9f\u88c5\u3057\u3066\u30ab\u30fc\u30c8\u653e\u68c4\u8005\u3092\u518d\u30a8\u30f3\u30b2\u30fc\u30b8\u3057\u3001\u6700\u592730%\u306e\u56de\u53ce\u7387\u3092\u9054\u6210\u3057\u307e\u3059\u3002\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u53ef\u80fd\u6027\u3092\u4e88\u6e2c\u3059\u308b\u4e88\u6e2c\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3001\u4e88\u7b97\u3092\u305d\u308c\u306b\u5fdc\u3058\u3066\u632f\u308a\u5411\u3051\u307e\u3059\u3002ROAS\u5f37\u5316\u306e\u305f\u3081\u3001\u751f\u6daf\u4fa1\u5024\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u76e3\u8996\uff1bAI\u306f\u5e73\u5747\u6ce8\u6587\u4fa1\u5024\u309215-20%\u5411\u4e0a\u3055\u305b\u308b\u30d0\u30f3\u30c9\u30eb\u30aa\u30d5\u30a1\u30fc\u3092\u63d0\u6848\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u6226\u8853\u3092\u7121\u6599\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3068\u7d71\u5408\u3057\u3066\u30c6\u30b9\u30c8\u3092\u81ea\u52d5\u5316\u3057\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u8907\u5408\u3059\u308b\u30c7\u30fc\u30bf\u88cf\u4ed8\u3051\u306e\u6d17\u7df4\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<h2>AI\u6642\u4ee3\u306b\u304a\u3051\u308b\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406<\/h2>\n<p>\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b7\u30b0\u30ca\u30eb\u306b\u57fa\u3065\u3044\u3066\u8cc7\u91d1\u3092\u52d5\u7684\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u3067AI\u5e83\u544a\u6700\u9069\u5316\u3092\u5408\u7406\u5316\u3057\u307e\u3059\u3002\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u3068\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u8fbc\u307f\u3001\u5165\u672d\u3092\u8abf\u6574\u3057\u3001\u4f4e\u30d1\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u4e00\u6642\u505c\u6b62\u3057\u3001\u52dd\u8005\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u306e\u81ea\u52d5\u5316\u306f\u3001\u30de\u30fc\u30ab\u30bf\u30fc\u3092\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u6226\u7565\u306b\u96c6\u4e2d\u3055\u305b\u3064\u3064\u3001\u8ca1\u653f\u5236\u5fa1\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/p>\n<p>AI\u306f\u3053\u306e\u4e88\u6e2c\u306b\u3088\u308a\u3001\u76ee\u6a19\u306b\u5bfe\u3059\u308b\u652f\u51fa\u30cb\u30fc\u30ba\u3092\u4e88\u6e2c\u3057\u3001\u5909\u52d5\u306e\u6fc0\u3057\u3044\u671f\u9593\u4e2d\u306e\u904e\u5270\u652f\u51fa\u3092\u9632\u304e\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5b63\u7bc0\u30d4\u30fc\u30af\u4e2d\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u9ad8\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u5165\u672d\u309220%\u5897\u52a0\u3055\u305b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u6700\u5927\u306e\u5f71\u97ff\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002Deloitte\u306e\u5831\u544a\u306b\u3088\u308b\u3068\u3001\u81ea\u52d5\u7ba1\u7406\u306f\u5e73\u574735%\u306e\u4e88\u7b97\u52b9\u7387\u5411\u4e0a\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u7121\u6599\u30c4\u30fc\u30eb\u306f\u3001\u307b\u3068\u3093\u3069\u306eSMB\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u5341\u5206\u306a\u57fa\u672c\u81ea\u52d5\u5316\u30c6\u30a3\u30a2\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h3>\u4e88\u7b97\u5272\u308a\u5f53\u3066\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h3>\n<p>\u660e\u78ba\u306aROI\u95be\u5024\u3092\u8a2d\u5b9a\u3057\u3001AI\u306b\u7d30\u304b\u306a\u8abf\u6574\u3092\u4efb\u305b\u307e\u3059\u3002\u30b7\u30ca\u30ea\u30aa\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3066\u7d50\u679c\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3001\u4f4eROAS\u30c1\u30e3\u30cd\u30eb\u304b\u308910%\u306e\u4e88\u7b97\u3092\u518d\u5272\u308a\u5f53\u3066\u3059\u308b\u306a\u3069\u3002\u5b9a\u671f\u7684\u306a\u76e3\u67fb\u306f\u5168\u4f53\u76ee\u6a19\u3068\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u3001AI\u306e\u7cbe\u5ea6\u3068\u4eba\u9593\u306e\u76e3\u7763\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u6700\u9069\u306a\u7d50\u679c\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u65e5\u6b21\u652f\u51fa\u4e0a\u9650\uff1a\u30b3\u30b9\u30c8\u306e\u66b4\u8d70\u3092\u9632\u3050\u3002<\/li>\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30fc\u30b9\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\uff1a\u6210\u529f\u3057\u305f\u5e83\u544a\u30bb\u30c3\u30c8\u3092\u5897\u5e45\u3002<\/li>\n<li>\u30af\u30ed\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u540c\u671f\uff1a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u306e\u7d71\u4e00\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<h2>\u6226\u7565\u7684\u5b9f\u884c\uff1a\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u529f\u3092\u69cb\u7bc9<\/h2>\n<p>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u6226\u7565\u7684\u5b9f\u884c\u306f\u3001ROI\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306e\u30d1\u30a4\u30ed\u30c3\u30c8\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304b\u3089\u59cb\u307e\u308b\u6bb5\u968e\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f34\u3044\u3001\u5168\u898f\u6a21\u63a1\u7528\u524d\u306b\u9032\u3081\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u306fAI\u30c4\u30fc\u30eb\u3092\u65e2\u5b58\u306e\u30de\u30fc\u30c6\u30c3\u30af\u30b9\u30bf\u30c3\u30af\u306b\u6574\u5408\u3055\u305b\u3001\u5f37\u5316\u3055\u308c\u305f\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u78ba\u4fdd\u3059\u3079\u304d\u3067\u3059\u3002AI\u304c\u9032\u5316\u3059\u308b\u306b\u3064\u308c\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u66f4\u65b0\u306b\u8ffd\u5f93\u3059\u308b\u3053\u3068\u3067\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u7dad\u6301\u3057\u300185%\u306e\u7cbe\u5ea6\u3067\u30c8\u30ec\u30f3\u30c9\u3092\u4e88\u6e2c\u3059\u308b\u65b0\u3057\u3044\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3059\u308b\u306a\u3069\u3002<\/p>\n<p>\u9577\u671f\u7684\u306a\u6210\u529f\u306f\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u306b\u304b\u304b\u3063\u3066\u304a\u308a\u3001AI\u99c6\u52d5\u306e\u5909\u66f4\u304c\u5168\u4f53\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0KPI\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3059\u308b\u304b\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6bb5\u968e\u7684\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u306f\u3001\u4e2d\u898f\u6a21e\u30b3\u30de\u30fc\u30b9\u4f01\u696d\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3067\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u30016\u30f6\u6708\u4ee5\u5185\u306b50%\u306eROAS\u5897\u52a0\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u3001\u3053\u306e\u30c9\u30e1\u30a4\u30f3\u306e\u5c02\u9580\u5bb6\u3068\u63d0\u643a\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Alien Road\u3067\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u304cAI\u5e83\u544a\u6700\u9069\u5316\u3092\u7fd2\u5f97\u3059\u308b\u305f\u3081\u306e\u30d7\u30ec\u30df\u30a2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30b7\u30fc\u3092\u4f4d\u7f6e\u3065\u3051\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u6226\u7565\u306f\u3001\u7121\u6599AI\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u307e\u3067\u6e2c\u5b9a\u53ef\u80fd\u306a\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4eca\u65e5\u3001\u5e83\u544a\u52aa\u529b\u3092\u5909\u9769\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u76f8\u8ac7\u3092\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<h3>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u4f7f\u7528\u3057\u3066\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3001\u6700\u9069\u5316\u3001\u7ba1\u7406\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c4\u30fc\u30eb\u3067\u3001\u30b3\u30a2\u6a5f\u80fd\u306b\u652f\u6255\u3044\u3092\u5fc5\u8981\u3068\u3057\u307e\u305b\u3093\u3002\u5e83\u544a\u30b3\u30d4\u30fc\u57f7\u7b46\u3001\u753b\u50cf\u9078\u629e\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u8a2d\u5b9a\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3057\u3001\u5148\u9032\u7684\u306a\u5e83\u544a\u3092\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u304f\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u8ca9\u58f2\u306e\u5897\u52a0\u306a\u3069\u306e\u7279\u5b9a\u306e\u76ee\u6a19\u306b\u5408\u308f\u305b\u305f\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u3001\u81a8\u5927\u306a\u5e83\u544a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u8a13\u7df4\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/p>\n<h3>\u7121\u6599\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u306eAI\u5e83\u544a\u6700\u9069\u5316\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u7121\u6599\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u306eAI\u5e83\u544a\u6700\u9069\u5316\u306f\u3001\u7d99\u7d9a\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8abf\u6574\u3092\u901a\u3058\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u30c4\u30fc\u30eb\u306f\u30ad\u30e3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u6442\u53d6\u3057\u3001\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306e\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u9069\u7528\u3057\u3001\u5165\u672d\u3084\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u3069\u306e\u8981\u7d20\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6d17\u7df4\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u9ad8\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u6a5f\u4f1a\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u4e2d\u3059\u308b\u3053\u3068\u3067\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u3001\u624b\u52d5\u65b9\u6cd5\u3068\u6bd4\u8f03\u3057\u306620-30%\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n<h3>\u6709\u6599\u4ee3\u66ff\u54c1\u3088\u308a\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3092\u9078\u3076\u7406\u7531\u306f\uff1f<\/h3>\n<p>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3092\u9078\u3076\u3053\u3068\u306f\u3001\u54c1\u8cea\u3092\u640d\u306a\u308f\u305a\u306b\u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u5fc5\u9808\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30c6\u30b9\u30c8\u3084\u5c0f\u898f\u6a21\u904b\u7528\u306b\u7406\u60f3\u7684\u3067\u3059\u3002\u6709\u6599\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u5148\u9032\u7684\u306a\u7d71\u5408\u3092\u542b\u3080\u4e00\u65b9\u3067\u3001\u7121\u6599\u30c4\u30fc\u30eb\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3084\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u5805\u7262\u306a\u57fa\u672c\u3092\u63d0\u4f9b\u3057\u3001\u30cb\u30fc\u30ba\u306e\u6210\u9577\u306b\u5fdc\u3058\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u8fc5\u901f\u306a\u5b9f\u9a13\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u5e83\u544a\u6700\u9069\u5316\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306e\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u5e83\u544a\u6700\u9069\u5316\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306f\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u5373\u6642\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u640d\u5931\u3092\u9632\u3050\u8fc5\u901f\u306a\u4fee\u6b63\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002CTR\u306e\u4e0a\u6607\u3084\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u4f4e\u4e0b\u306a\u3069\u306e\u30c8\u30ec\u30f3\u30c9\u3092\u5373\u5ea7\u306b\u7279\u5b9a\u3057\u3001AI\u304c\u6226\u7565\u3092\u5373\u6642\u8abf\u6574\u3057\u307e\u3059\u3002\u30d3\u30b8\u30cd\u30b9\u306f\u6700\u592725%\u306e\u52b9\u7387\u5411\u4e0a\u306e\u6069\u6075\u3092\u53d7\u3051\u3001\u901f\u3044\u30da\u30fc\u30b9\u306e\u30c7\u30b8\u30bf\u30eb\u74b0\u5883\u3067\u5e83\u544a\u306e\u95a2\u9023\u6027\u3092\u4fdd\u3061\u3001\u4e88\u7b97\u3092\u52b9\u679c\u7684\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n<h3>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u3069\u306e\u3088\u3046\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u7cbe\u5bc6\u306a\u30e6\u30fc\u30b6\u30fc\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u6210\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u6539\u5584\u3057\u307e\u3059\u3002AI\u306f\u884c\u52d5\u3068\u597d\u307f\u3092\u5206\u6790\u3057\u3066\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u3092\u63d0\u6848\u3057\u3001\u95a2\u9023\u6027\u3068\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u9ad8\u3044\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u304c\u5f97\u3089\u308c\u3001\u8208\u5473\u30d9\u30fc\u30b9\u306e\u30b0\u30eb\u30fc\u30d7\u306a\u3069\u306e\u30bb\u30b0\u30e1\u30f3\u30c8\u306f\u30bf\u30fc\u30b2\u30c3\u30c8\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306740%\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u306f\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u306b\u3069\u306e\u3088\u3046\u306a\u6226\u7565\u3092\u4f7f\u7528\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u30b9\u30b1\u30fc\u30eb\u3067\u306eA\/B\u30c6\u30b9\u30c8\u3001\u4e88\u6e2c\u30e6\u30fc\u30b6\u30fc scoring\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30b3\u30f3\u30c6\u30f3\u30c4\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u306a\u3069\u306e\u6226\u7565\u3092\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u306b\u7528\u3044\u307e\u3059\u3002\u7121\u6599\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3067\u306f\u3001\u5e83\u544a\u8981\u7d20\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u30c6\u30b9\u30c8\u3057\u3001\u52dd\u8005\u3092\u512a\u5148\u3057\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u30ea\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3067\u6f5c\u5728\u640d\u5931\u3092\u56de\u53ce\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6226\u8853\u306f\u30ec\u30fc\u30c8\u30922%\u304b\u30895%\u306b\u5411\u4e0a\u3055\u305b\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u6d17\u7df4\u3092\u901a\u3058\u3066ROAS\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n<h3>\u7121\u6599AI\u30c4\u30fc\u30eb\u3067\u306e\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u7121\u6599AI\u30c4\u30fc\u30eb\u3067\u306e\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0ROI\u30b7\u30b0\u30ca\u30eb\u306b\u57fa\u3065\u3044\u3066\u8cc7\u91d1\u3092\u5206\u914d\u3059\u308b\u30eb\u30fc\u30eb\u30bb\u30c3\u30c8\u3068\u6a5f\u68b0\u5b66\u7fd2\u3092\u901a\u3058\u3066\u52d5\u4f5c\u3057\u307e\u3059\u3002\u4f4e\u30d1\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u4e00\u6642\u505c\u6b62\u3057\u3001\u6210\u529f\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3001\u904e\u5270\u652f\u51fa\u3092\u907f\u3051\u308b\u305f\u3081\u306e\u652f\u51fa\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u65e5\u6b21\u4e0a\u9650\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u3001AI\u304c\u8abf\u6574\u3092\u51e6\u7406\u3057\u3001\u696d\u754c\u57fa\u6e96\u306735%\u512a\u308c\u305f\u52b9\u7387\u3092\u9054\u6210\u3057\u307e\u3059\u3002<\/p>\n<h3>\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u3092\u6271\u3048\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u306f\u3044\u3001\u7121\u6599AI\u5e83\u544a\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u3092\u6271\u3048\u307e\u3059\u3002\u30b3\u30d4\u30fc\u306b\u306f\u81ea\u7136\u8a00\u8a9e\u751f\u6210\u3092\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u306f\u63a8\u5968\u30a8\u30f3\u30b8\u30f3\u3092\u4f7f\u7528\u3057\u3001\u5e83\u544a\u304c\u30e6\u30fc\u30b6\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u306b\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u3053\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u306f\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u30925-8\u500d\u5411\u4e0a\u3055\u305b\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u306a\u3057\u3067\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u52b9\u679c\u7684\u306b\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u5e83\u544a\u6700\u9069\u5316\u306e\u6210\u529f\u306e\u305f\u3081\u306b\u3069\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u8de1\u3059\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u5e83\u544a\u6700\u9069\u5316\u306e\u6210\u529f\u306e\u305f\u3081\u306e\u4e3b\u8981\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u306f\u3001CTR\u3001CPA\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3001ROAS\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u3053\u308c\u3089\u3092\u8ffd\u8de1\u3057\u3066\u6539\u5584\u3092\u8a55\u4fa1\u3057\u300115%\u306eCPA\u524a\u6e1b\u308430%\u306eROAS\u5411\u4e0a\u306a\u3069\u306e\u4f8b\u3002\u5b9a\u671f\u30e2\u30cb\u30bf\u30fc<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u5e83\u544a\u6700\u9069\u5316\u306e\u57fa\u790e\u7406\u89e3 AI\u5e83\u544a\u6700\u9069\u5316\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u5909\u9769\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u8868\u3057\u3001\u4eba\u5de5\u77e5\u80fd\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3066\u3001\u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u9054\u6210\u3067\u304d\u306a\u3044\u65b9\u6cd5\u3067\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6d17\u7df4\u3057\u307e\u3059\u3002\u305d\u306e\u6838\u5fc3\u3067\u306f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1764],"tags":[546],"class_list":["post-106731","post","type-post","status-publish","format-standard","hentry","category-ai-ja","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/106731","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/comments?post=106731"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/106731\/revisions"}],"predecessor-version":[{"id":106732,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/106731\/revisions\/106732"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/media?parent=106731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/categories?post=106731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/tags?post=106731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}