{"id":103704,"date":"2026-03-25T08:49:35","date_gmt":"2026-03-25T08:49:35","guid":{"rendered":"https:\/\/alienroad.com\/%e6%9c%aa%e5%88%86%e9%a1%9e\/mastering-ai-advertising-optimization-the-power-of-ai-image\/"},"modified":"2026-04-06T00:45:35","modified_gmt":"2026-04-06T00:45:35","slug":"mastering-ai-advertising-optimization-the-power-of-ai-image","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-the-power-of-ai-image\/","title":{"rendered":"AI\u5e83\u544a\u6700\u9069\u5316\u306e\u7fd2\u5f97\uff1aAI\u753b\u50cf\u4f5c\u6210\u306e\u529b"},"content":{"rendered":"<h2>\u5e83\u544a\u306b\u304a\u3051\u308bAI\u753b\u50cf\u4f5c\u6210\u306e\u5c0e\u5165<\/h2>\n<p>AI\u753b\u50cf\u4f5c\u6210\u306f\u3001\u5e83\u544a\u696d\u754c\u306b\u304a\u3051\u308b\u5909\u9769\u7684\u306a\u529b\u3068\u3057\u3066\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u304c\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u76ee\u7684\u306b\u7279\u5316\u3057\u305f\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u8cc7\u7523\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u8a18\u8ff0\u304b\u3089\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u5148\u9032\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3057\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3057\u3064\u3064\u3001\u5168\u4f53\u7684\u306a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u52b9\u679c\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<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>\u306e\u6587\u8108\u3067\u306f\u3001\u753b\u50cf\u4f5c\u6210\u30c4\u30fc\u30eb\u304c\u8fc5\u901f\u306a\u53cd\u5fa9\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u53ef\u80fd\u306b\u3057\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u304c\u30d6\u30e9\u30f3\u30c9\u76ee\u6a19\u3068\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u597d\u307f\u306b\u6b63\u78ba\u306b\u4e00\u81f4\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f1d\u7d71\u7684\u306b\u3001\u5e83\u544a\u306f\u4eba\u9593\u306e\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u3088\u308b\u753b\u50cf\u5236\u4f5c\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u3057\u3070\u3057\u3070\u9577\u3044\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u3068\u9ad8\u30b3\u30b9\u30c8\u3092\u4f34\u3063\u3066\u3044\u307e\u3057\u305f\u3002AI\u306f\u3053\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u7834\u58ca\u3057\u3001\u88fd\u54c1\u306e\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u30e9\u30a4\u30d5\u30b9\u30bf\u30a4\u30eb\u30b7\u30fc\u30f3\u307e\u3067\u3001\u591a\u69d8\u306a\u5e83\u544a\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e\u751f\u6210\u3092\u81ea\u52d5\u5316\u3057\u3001\u30af\u30ea\u30c3\u30af\u7387\uff08CTR\uff09\u3084\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u306a\u3069\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u751f\u6210AI\u3092\u4f7f\u7528\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u6570\u5206\u3067\u6570\u5343\u306e\u753b\u50cf\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u3001\u5927\u898f\u6a21\u306aA\/B\u30c6\u30b9\u30c8\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001\u8996\u899a\u7684\u306a\u9b45\u529b\u304c\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u99c6\u52d5\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u5e83\u544a\u3067\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001AI\u753b\u50cf\u4f5c\u6210\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306a\u3069\u306e\u5e83\u7bc4\u306a\u6700\u9069\u5316\u6226\u7565\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc \u30c7\u30fc\u30bf \u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001AI\u306f\u7279\u5b9a\u306e\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u97ff\u304f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u753b\u50cf\u3092\u63d0\u6848\u3057\u3001\u95a2\u9023\u6027\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u63a1\u7528\u3059\u308b\u4f01\u696d\u306f\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u30ec\u30d9\u30eb\u304c\u6700\u592725%\u5411\u4e0a\u3057\u305f\u3068\u5831\u544a\u3057\u3066\u304a\u308a\u3001AI\u3092\u5e83\u544a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d44\u307f\u8fbc\u3080\u6226\u7565\u7684\u512a\u4f4d\u6027\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u304c\u3055\u3089\u306b\u63a2\u6c42\u3059\u308b\u4e2d\u3067\u3001AI\u751f\u6210\u30d3\u30b8\u30e5\u30a2\u30eb\u3068\u6700\u9069\u5316\u6280\u8853\u306e\u76f8\u4e57\u52b9\u679c\u306f\u3001\u524d\u4f8b\u306e\u306a\u3044\u52b9\u7387\u3068\u5f71\u97ff\u529b\u3092\u89e3\u304d\u653e\u3061\u307e\u3059\u3002<\/p>\n<h2>AI\u5e83\u544a\u6700\u9069\u5316\u306e\u57fa\u790e<\/h2>\n<p><a href=\"https:\/\/alienroad.com\/ai-advertising-optimization-2\/mastering-ai-advertising-optimization-a-comprehensive-guide-6\/\">AI\u5e83\u544a\u6700\u9069\u5316<\/a>\u306f\u3001\u6295\u8cc7\u53ce\u76ca\u7387\uff08ROI\uff09\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306b\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u52d5\u7684\u306b\u6d17\u7df4\u3059\u308b\u4e00\u9023\u306e\u6280\u8853\u3092\u5305\u62ec\u3057\u307e\u3059\u3002\u305d\u306e\u6838\u5fc3\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u5e83\u544a\u914d\u4fe1\u3092\u4e88\u6e2c\u3057\u8abf\u6574\u3057\u3001\u624b\u52d5\u4ecb\u5165\u3092\u901f\u5ea6\u3068\u7cbe\u5ea6\u3067\u5927\u5e45\u306b\u4e0a\u56de\u308a\u307e\u3059\u3002<\/p>\n<h3>\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u7406\u89e3<\/h3>\n<p>\u4e3b\u8981\u8981\u7d20\u306b\u306f\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306e<a href=\"https:\/\/alienroad.com\/ai-optimization-2\/ai-advertising-optimization-advanced-strategies-for-2025-success-3\/\">\u4e88\u6e2c\u5206\u6790\u304c\u542b\u307e\u308c\u307e\u3059<\/a>\u3002AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u3001\u6b63\u78ba\u306a\u5e83\u544a\u914d\u7f6e\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u753b\u50cf\u4f5c\u6210\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u304c\u30e6\u30fc\u30b6\u30fc\u610f\u56f3\u306b\u4e00\u81f4\u3059\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u751f\u6210\u3067\u304d\u3001\u6301\u7d9a\u53ef\u80fd\u6027\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u5411\u3051\u306e\u30a8\u30b3\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u88fd\u54c1\u753b\u50cf\u306a\u3069\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u4e88\u6e2c\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\uff1a\u30e6\u30fc\u30b6\u30fc\u9700\u8981\u3092\u4e88\u6e2c\u3057\u3066\u95a2\u9023\u3059\u308b\u5e83\u544a\u3092\u914d\u4fe1\u3002<\/li>\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4\u9069\u5fdc\uff1a\u3088\u308a\u826f\u3044\u5171\u9cf4\u306e\u305f\u3081\u306b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4fee\u6b63\u3002<\/li>\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8ffd\u8de1\uff1a\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3084\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306a\u3069\u306e\u6307\u6a19\u3092\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u3002<\/li>\n<\/ul>\n<h3>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u3078\u306e\u5229\u70b9<\/h3>\n<p>\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u306f\u3001\u7121\u99c4\u306e\u524a\u6e1b\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u5411\u4e0a\u304b\u3089\u5229\u76ca\u3092\u5f97\u307e\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u306f\u3001\u4f4e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c8\u3078\u306e\u4e88\u7b97\u914d\u5206\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u9ad8\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u9818\u57df\u306b\u8cc7\u91d1\u3092\u632f\u308a\u5411\u3051\u307e\u3059\u3002Gartner\u306e\u7814\u7a76\u306b\u3088\u308b\u3068\u3001AI\u3092\u5e83\u544a\u306b\u4f7f\u7528\u3059\u308b\u4f01\u696d\u306f\u3001\u7372\u5f97\u30b3\u30b9\u30c8\uff08CPA\uff09\u309215-20%\u6539\u5584\u3059\u308b\u3068\u793a\u3055\u308c\u3066\u304a\u308a\u3001\u5177\u4f53\u7684\u306a\u5229\u76ca\u3092\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>AI\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790<\/h2>\n<p><a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-through-closed-loop-systems\/\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790<\/a>\u306f\u3001AI\u5e83\u544a\u6700\u9069\u5316\u306e\u57fa\u76e4\u3067\u3042\u308a\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u306b\u95a2\u3059\u308b\u5373\u6642\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5e83\u544a\u4e3b\u306f\u30e6\u30fc\u30b6\u30fc\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3084\u5e02\u5834\u72b6\u6cc1\u306e\u5909\u52d5\u306b\u5373\u5ea7\u306b\u5bfe\u5fdc\u3057\u3066\u6226\u7565\u3092\u76e3\u8996\u30fb\u8abf\u6574\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u95a2\u4e0e\u3059\u308b\u30c4\u30fc\u30eb\u3068\u6280\u8853<\/h3>\n<p>AI\u99c6\u52d5\u306e\u5148\u9032\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\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\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u89e3\u91c8\u3059\u308b\u305f\u3081\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u3001\u5e83\u544a\u5185\u306e\u753b\u50cf\u52b9\u679c\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002AI\u753b\u50cf\u4f5c\u6210\u3067\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u304c\u30ab\u30e9\u30fc\u30b9\u30ad\u30fc\u30e0\u3084\u69cb\u6210\u306a\u3069\u306e\u8996\u899a\u8981\u7d20\u3092\u8a55\u4fa1\u3057\u3001\u8996\u899a\u7684\u9b45\u529b\u3092\u9ad8\u3081\u308b\u5fae\u8abf\u6574\u3092\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u8df5\u3067\u306f\u3001Google Ads\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304cAI\u3092\u7d71\u5408\u3057\u3066\u30e9\u30a4\u30d6\u5165\u672d\u8abf\u6574\u3092\u884c\u3044\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c7\u30fc\u30bf\u304c\u6570\u79d2\u3054\u3068\u306b\u5165\u672d\u6226\u7565\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002\u3053\u306e\u7d30\u7c92\u5ea6\u306b\u3088\u308a\u3001\u5e83\u544a\u306f\u7d99\u7d9a\u7684\u306a\u4eba\u9593\u306e\u76e3\u7763\u306a\u3057\u3067\u7af6\u4e89\u529b\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3068\u6307\u6a19<\/h3>\n<p>AI\u751f\u6210\u88fd\u54c1\u753b\u50cf\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u5b9f\u88c5\u3057\u305f\u5c0f\u58f2\u30d6\u30e9\u30f3\u30c9\u3092\u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u521d\u671fCTR\u306f1.2%\u3067\u3057\u305f\u304c\u3001\u6700\u9069\u5316\u5f8c\u306b\u306f2.5%\u306b\u4e0a\u6607\u3057\u3001\u58f2\u4e0a30%\u5411\u4e0a\u3068\u76f8\u95a2\u3057\u307e\u3059\u3002\u6ede\u5728\u6642\u9593\u3084\u30d0\u30a6\u30f3\u30b9\u7387\u306a\u3069\u306e\u6307\u6a19\u304c\u3055\u3089\u306b\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u3001AI\u306f\u5206\u6790\u6642\u9593\u3092\u65e5\u5358\u4f4d\u304b\u3089\u5206\u5358\u4f4d\u306b\u77ed\u7e2e\u3057\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6a19<\/th>\n<th>AI\u524d<\/th>\n<th>AI\u5f8c<\/th>\n<th>\u6539\u5584<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>CTR<\/td>\n<td>1.2%<\/td>\n<td>2.5%<\/td>\n<td>+108%<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387<\/td>\n<td>3%<\/td>\n<td>4.5%<\/td>\n<td>+50%<\/td>\n<\/tr>\n<tr>\n<td>ROAS<\/td>\n<td>2:1<\/td>\n<td>3.5:1<\/td>\n<td>+75%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>AI\u306b\u3088\u308b\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\u3001\u6f5c\u5728\u9867\u5ba2\u3092\u5171\u6709\u7279\u6027\u306b\u57fa\u3065\u304f\u30bf\u30fc\u30b2\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u3001AI\u306b\u3088\u3063\u3066\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3067\u9769\u547d\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u3067\u306f\u3001\u3053\u306e\u624b\u6cd5\u304cAI\u4f5c\u6210\u753b\u50cf\u3092\u542b\u3080\u5e83\u544a\u3092\u6700\u9069\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u9069\u5207\u306a\u8996\u8074\u8005\u306b\u5c4a\u3051\u307e\u3059\u3002<\/p>\n<h3>\u52b9\u679c\u7684\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u65b9\u6cd5<\/h3>\n<p>AI\u306f\u3001\u884c\u52d5\u7684\u3001\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3001\u5fc3\u7406\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u753b\u50cf\u4f5c\u6210\u3067\u306f\u3001\u30da\u30eb\u30bd\u30ca\u56fa\u6709\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u751f\u6210\u3057\u3001Gen Z\u30bb\u30b0\u30e1\u30f3\u30c8\u5411\u3051\u306e\u9bae\u3084\u304b\u3067\u82e5\u3005\u3057\u3044\u30c7\u30b6\u30a4\u30f3\u5bfe\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u5411\u3051\u306e\u6d17\u7df4\u3055\u308c\u305f\u3082\u306e\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u3088\u3046\u306a\u624b\u6cd5\u304c\u597d\u307f\u3092\u4e88\u6e2c\u3057\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u5e83\u544a\u63d0\u6848\u3092\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff1a\u5e74\u9f62\u3001\u5834\u6240\u3001\u53ce\u5165\u30ec\u30d9\u30eb\u3002<\/li>\n<li>\u884c\u52d5\u5206\u6790\uff1a\u904e\u53bb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3068\u8cfc\u5165\u5c65\u6b74\u3002<\/li>\n<li>\u5fc3\u7406\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\uff1a\u8208\u5473\u3068\u4fa1\u5024\u89b3\u306e\u4e00\u81f4\u3002<\/li>\n<\/ul>\n<h3>\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u6210\u529f\u3078\u306e\u5f71\u97ff<\/h3>\n<p>\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3055\u308c\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306f\u3001Forrester Research\u306b\u3088\u308b\u3068\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u309220-40%\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305fAI\u753b\u50cf\u306f\u95a2\u9023\u6027\u3092\u9ad8\u3081\u3001\u4fe1\u983c\u3068\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u80b2\u307f\u307e\u3059\u3002\u3042\u308be\u30b3\u30de\u30fc\u30b9\u4f01\u696d\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fAI\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u5c55\u958b\u5f8c\u3001ROAS\u309235%\u5411\u4e0a\u3055\u305b\u305f\u5831\u544a\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u5411\u4e0a\u306e\u305f\u3081\u306e\u6226\u7565<\/h2>\n<p>\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u5411\u4e0a\u306f\u3001\u5e83\u544a\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3092\u884c\u52d5\u7684\u306a\u6210\u679c\uff08\u8cfc\u5165\u3084\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u306a\u3069\uff09\u306b\u5909\u3048\u308b\u3053\u3068\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001AI\u5e83\u544a\u6700\u9069\u5316\u304c\u30b3\u30fc\u30eb\u30c8\u30a5\u30a2\u30af\u30b7\u30e7\u30f3\u3084\u753b\u50cf\u306a\u3069\u306e\u8981\u7d20\u3092\u52d5\u7684\u306b\u30c6\u30b9\u30c8\u30fb\u6d17\u7df4\u3059\u308b\u3053\u3068\u3067\u512a\u4f4d\u6027\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u99c6\u52d5\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5<\/h3>\n<p>AI\u753b\u50cf\u4f5c\u6210\u306b\u3088\u308b\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u306f\u3001\u500b\u5225\u30e6\u30fc\u30b6\u30fc \u30d7\u30ed\u30d5\u30a1\u30a4\u30eb \u306b\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u9069\u5fdc\u3055\u305b\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u52d5\u7684\u30b3\u30f3\u30c6\u30f3\u30c4\u30a8\u30f3\u30b8\u30f3\u306f\u95b2\u89a7\u5c65\u6b74\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u3092\u4ea4\u63db\u3057\u3001\u4f11\u6687\u3092\u6c42\u3081\u308b\u4eba\u306b\u30d3\u30fc\u30c1\u30b7\u30fc\u30f3\u306e\u65c5\u884c\u5e83\u544a\u3092\u8868\u793a\u3057\u307e\u3059\u3002\u3053\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u309215-25%\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3>\u30c6\u30b9\u30c8\u3068\u53cd\u5fa9\u30d7\u30ed\u30c8\u30b3\u30eb<\/h3>\n<p>AI\u30d0\u30ea\u30a2\u30f3\u30c8\u306b\u3088\u308bA\/B\u30c6\u30b9\u30c8\u306f\u3001\u30c8\u30c3\u30d7\u30d1\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u8fc5\u901f\u306b\u7279\u5b9a\u3057\u307e\u3059\u3002\u6226\u7565\u306b\u306f\u3001\u8996\u899a\u30d5\u30a9\u30fc\u30ab\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d2\u30fc\u30c8\u30de\u30c3\u30d4\u30f3\u30b0\u3068\u611f\u60c5\u5fdc\u7b54\u306e\u305f\u3081\u306e\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u5b9f\u65bd\u3059\u308b\u30d6\u30e9\u30f3\u30c9\u306f\u3001\u88fd\u54c1\u5229\u76ca\u3092\u5f37\u8abf\u3057\u305f\u6700\u9069\u5316AI\u753b\u50cf\u3092\u901a\u3058\u306628%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5411\u4e0a\u3092\u793a\u3059\u6301\u7d9a\u7684\u306a\u5229\u76ca\u3092\u898b\u307e\u3059\u3002<\/p>\n<h2>AI\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u304a\u3051\u308b\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406<\/h2>\n<p>\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001\u30c1\u30e3\u30cd\u30eb\u5168\u4f53\u3067\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u5272\u308a\u5f53\u3066\u3001\u904e\u5270\u652f\u51fa\u3092\u9632\u304e\u9732\u51fa\u3092\u6700\u5927\u5316\u3059\u308bAI\u5e83\u544a\u6700\u9069\u5316\u306e\u91cd\u8981\u306a\u5074\u9762\u3067\u3059\u3002<\/p>\n<h3>\u30b9\u30de\u30fc\u30c8\u5272\u308a\u5f53\u3066\u306e\u305f\u3081\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n<p>AI\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0ROI\u4e88\u6e2c\u306b\u57fa\u3065\u3044\u3066\u4e88\u7b97\u3092\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u5f37\u5316\u5b66\u7fd2\u3092\u6d3b\u7528\u3057\u307e\u3059\u3002\u753b\u50cf\u4e2d\u5fc3\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3067\u306f\u3001\u9ad8\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u512a\u5148\u3057\u3001\u6210\u529f\u3057\u305fAI\u751f\u6210\u5e83\u544a\u3092\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u3064\u3064\u4ed6\u306e\u3082\u306e\u3092\u4e00\u6642\u505c\u6b62\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5168\u4f53\u7684\u306a\u52b9\u7387\u3092\u3057\u3070\u3057\u307025%\u5411\u4e0a\u3055\u305b\u308b\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u914d\u5206\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c4\u30fc\u30eb\u3068\u306e\u7d71\u5408<\/h3>\n<p>\u4e88\u7b97\u81ea\u52d5\u5316\u3092\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306b\u30ea\u30f3\u30af\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30af\u30ed\u30fc\u30ba\u30c9\u30eb\u30fc\u30d7\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u753b\u50cf\u5e83\u544a\u304c4:1\u306eROAS\u3092\u9054\u6210\u3057\u305f\u5834\u5408\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u81ea\u52d5\u7684\u306b\u305d\u306e\u5272\u308a\u5f53\u3066\u3092\u5897\u52a0\u3055\u305b\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u7d71\u5408\u304b\u3089\u306e\u6307\u6a19\u306f\u3001\u5e73\u574718%\u306eCPA\u524a\u6e1b\u3092\u793a\u3057\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/p>\n<h2>\u672a\u6765\u306e\u5c55\u671b\uff1a\u5e83\u544a\u306b\u304a\u3051\u308bAI\u753b\u50cf\u4f5c\u6210\u306e\u6226\u7565\u7684\u5b9f\u884c<\/h2>\n<p>\u4eca\u5f8c\u3092\u898b\u636e\u3048\u308b\u3068\u3001\u5e83\u544a\u306b\u304a\u3051\u308bAI\u753b\u50cf\u4f5c\u6210\u306e\u6226\u7565\u7684\u5b9f\u884c\u306f\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d3\u30c6\u30a3\u3068\u30c7\u30fc\u30bf\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u878d\u5408\u3055\u305b\u305f\u30cf\u30a4\u30d1\u30fc\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u306a\u4f53\u9a13\u3067\u3055\u3089\u306a\u308b\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u7d04\u675f\u3057\u307e\u3059\u3002AI\u304c\u9032\u5316\u3059\u308b\u306b\u3064\u308c\u3001\u62e1\u5f35\u73fe\u5b9f\u3084\u00fb\u5165\u578b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u306e\u6df1\u3044\u7d71\u5408\u304c\u671f\u5f85\u3055\u308c\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u6d17\u7df4\u5ea6\u3092\u3055\u3089\u306b\u9ad8\u3081\u307e\u3059\u3002<\/p>\n<p>\u4f01\u696d\u306f\u502b\u7406\u7684\u306aAI\u4f7f\u7528\u3092\u512a\u5148\u3057\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u900f\u660e\u6027\u3068\u30d0\u30a4\u30a2\u30b9\u7de9\u548c\u3092\u78ba\u4fdd\u3057\u3066\u6d88\u8cbb\u8005\u4fe1\u983c\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aAI\u30a4\u30f3\u30d5\u30e9\u306b\u6295\u8cc7\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u5e83\u544a\u6226\u7565\u3092\u672a\u6765\u8a3c\u660e\u3057\u3001\u6301\u7d9a\u7684\u306a\u7af6\u4e89\u512a\u4f4d\u6027\u3092\u9054\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u74b0\u5883\u3067\u3001Alien Road\u306fAI\u5e83\u544a\u6700\u9069\u5316\u3092\u901a\u3058\u3066\u4f01\u696d\u3092\u5c0e\u304f\u4e00\u6d41\u306e\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30b7\u30fc\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u307e\u3059\u3002\u79c1\u305f\u3061\u306e\u5c02\u9580\u5bb6\u306f\u3001\u30b3\u30f3\u30bb\u30d7\u30c8\u5316\u304b\u3089\u5b9f\u884c\u307e\u3067AI\u753b\u50cf\u4f5c\u6210\u3092\u6d3b\u7528\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u512a\u308c\u305f\u7d50\u679c\u3092\u99c6\u52d5\u3057\u307e\u3059\u3002\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u3001\u4eca\u65e5Alien Road\u3068\u306e\u6226\u7565\u7684\u76f8\u8ac7\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3057\u3001AI\u99c6\u52d5\u5e83\u544a\u306e\u5b8c\u5168\u306a\u6f5c\u5728\u529b\u3092\u89e3\u304d\u653e\u3061\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u5e83\u544a\u306e\u305f\u3081\u306eAI\u753b\u50cf\u4f5c\u6210\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n<h3>\u5e83\u544a\u306e\u305f\u3081\u306eAI\u753b\u50cf\u4f5c\u6210\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u5e83\u544a\u306e\u305f\u3081\u306eAI\u753b\u50cf\u4f5c\u6210\u306f\u3001\u4eba\u5de5\u77e5\u80fd\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u5411\u3051\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305f\u8996\u899a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3092\u542b\u307f\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3001\u4f8b\u3048\u3070\u751f\u6210\u5bfe\u6297\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GANs\uff09\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u306a\u3069\u306e\u5165\u529b\u3092\u53d7\u3051\u53d6\u308a\u3001\u30d6\u30e9\u30f3\u30c9\u7f8e\u5b66\u3068\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u76ee\u6a19\u306b\u4e00\u81f4\u3059\u308b\u753b\u50cf\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u751f\u7523\u3092\u52a0\u901f\u3057\u3001\u5e83\u544a\u4e3b\u304c\u8907\u6570\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u52b9\u7387\u7684\u306b\u30c6\u30b9\u30c8\u3057\u3001\u6700\u9069\u5316\u6226\u7565\u306b\u7d71\u5408\u3057\u3066\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<h3>AI\u306f\u5e83\u544a\u6700\u9069\u5316\u3092\u3069\u306e\u3088\u3046\u306b\u5f37\u5316\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e88\u6e2c\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u8abf\u6574\u306a\u3069\u306e\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u5e83\u544a\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6790\u3057\u3066\u5e83\u544a\u8981\u7d20\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6d17\u7df4\u3057\u3001CTR\u3084ROAS\u306a\u3069\u306e\u6307\u6a19\u3092\u6539\u5584\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u306f\u95a2\u9023\u6027\u3092\u9ad8\u3081\u308b\u753b\u50cf\u4fee\u6b63\u3092\u63d0\u6848\u3067\u304d\u3001\u696d\u754c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3001\u4f1d\u7d71\u7684\u306a\u65b9\u6cd5\u6bd4\u306720-30%\u9ad8\u3044\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u5e83\u544a\u306b\u304a\u3051\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306e\u5f79\u5272\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u5e83\u544a\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\u6307\u6a19\u3092\u5373\u5ea7\u306b\u76e3\u8996\u3057\u3001\u5165\u672d\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e\u8fc5\u901f\u306a\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u30c4\u30fc\u30eb\u306f\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u51e6\u7406\u3057\u3066\u30c8\u30ec\u30f3\u30c9\u3092\u691c\u77e5\u3057\u3001\u7279\u5b9a\u306e\u753b\u50cf\u3067\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u4f4e\u4e0b\u306a\u3069\u306b\u5bfe\u5fdc\u3057\u3066AI\u751f\u6210\u4ee3\u66ff\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u5e02\u5834\u3067ROAS\u3092\u6700\u592750%\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>AI\u753b\u50cf\u4f5c\u6210\u306f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u3069\u306e\u3088\u3046\u306b\u5229\u76ca\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001AI\u753b\u50cf\u4f5c\u6210\u306b\u3088\u308a\u3001\u7570\u306a\u308b\u30e6\u30fc\u30b6\u30fc\u30b0\u30eb\u30fc\u30d7\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30cf\u30a4\u30d1\u30fc\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u53ef\u80fd\u306b\u3057\u3001\u5229\u76ca\u3092\u5f97\u307e\u3059\u3002AI\u306f\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3057\u3066\u30bb\u30b0\u30e1\u30f3\u30c8\u56fa\u6709\u306e\u753b\u50cf\u3092\u751f\u6210\u3057\u3001\u5e83\u544a\u306e\u5171\u9cf4\u3068\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u5c0f\u58f2\u696d\u8005\u306f\u3001\u3057\u3070\u3057\u3070\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u309225%\u5411\u4e0a\u3055\u305b\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u753b\u50cf\u304c\u6ce8\u610f\u3092\u6349\u3048\u884c\u52d5\u3092\u99c6\u52d5\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6226\u7565\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6226\u7565\u306b\u306f\u3001\u52d5\u7684\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3068\u5e83\u544a\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306e\u591a\u5909\u91cf\u30c6\u30b9\u30c8\u304c\u542b\u307e\u308c\u307e\u3059\u3002AI\u306f\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u753b\u50cf\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u751f\u6210\u30fb\u5c55\u958b\u3057\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3084\u8272\u306a\u3069\u306e\u8981\u7d20\u3092\u6700\u5927\u5f71\u97ff\u306e\u305f\u3081\u306b\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u5177\u4f53\u4f8b\u3067\u306f\u3001AI\u63d0\u6848\u30c7\u30b6\u30a4\u30f3\u306e\u5f37\u529b\u306a\u30b3\u30fc\u30eb\u30c8\u30a5\u30a2\u30af\u30b7\u30e7\u30f3\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u306715-35%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5411\u4e0a\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u3068\u306e\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u3068\u306e\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001\u4e88\u6e2c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u57fa\u3065\u3044\u3066\u8cc7\u91d1\u3092\u5272\u308a\u5f53\u3066\u308b\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u3001\u9ad8ROI\u30c1\u30e3\u30cd\u30eb\u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u512a\u5148\u3057\u307e\u3059\u3002\u5e02\u5834\u5909\u52d5\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8abf\u6574\u3057\u3001\u52b9\u7387\u7684\u306a\u652f\u51fa\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306f\u3001\u901a\u5e3820%\u512a\u308c\u305f\u4e88\u7b97\u5229\u7528\u3092\u9054\u6210\u3057\u3001\u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308bAI\u753b\u50cf\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u4e2d\u3057\u307e\u3059\u3002<\/p>\n<h3>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u306bAI\u3092\u9078\u629e\u3059\u308b\u7406\u7531\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u500b\u5225\u597d\u307f\u306b\u4e00\u81f4\u3059\u308b\u30ab\u30b9\u30bf\u30e0\u753b\u50cf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5e83\u544a\u63d0\u6848\u306b\u512a\u4f4d\u6027\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u95a2\u9023\u6027\u3092\u9ad8\u3081\u3001\u5e83\u544a\u75b2\u52b4\u3092\u6e1b\u3089\u3057\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u7814\u7a76\u306b\u3088\u308b\u3068\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305fAI\u5e83\u544a\u306fCTR\u309240%\u5411\u4e0a\u3055\u305b\u3001\u73fe\u4ee3\u306e\u6700\u9069\u5316\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n<h3>AI\u5e83\u544a\u3067\u8ffd\u8de1\u3059\u3079\u304d\u6307\u6a19\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>AI\u5e83\u544a\u306e\u4e3b\u8981\u6307\u6a19\u306b\u306f\u3001CTR\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3001ROAS\u3001CPA\u304c\u542b\u307e\u308c\u307e\u3059\u3002AI\u30c4\u30fc\u30eb\u306f\u3053\u308c\u3089\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8ffd\u8de1\u3057\u3001\u5b9f\u884c\u53ef\u80fd\u306a\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002AI\u753b\u50cf\u4f5c\u6210\u3067\u306f\u3001\u8996\u8a8d\u6027\u3084\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306a\u3069\u306e\u8996\u899a\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u6307\u6a19\u306b\u8ffd\u52a0\u7126\u70b9\u3092\u5f53\u3066\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u6d17\u7df4\u3057\u3001\u3057\u3070\u3057\u3070\u5168\u4f53\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u309225%\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n<h3>AI\u306f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3067ROAS\u3092\u3069\u306e\u3088\u3046\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u5e83\u544a\u914d\u4fe1\u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u6700\u9069\u5316\u3057\u3066\u652f\u51fa\u3042\u305f\u308a\u53ce\u76ca\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u3067ROAS\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u753b\u50cf\u751f\u6210\u3092\u901a\u3058\u3066\u3001\u9ad8\u4fa1\u5024\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u9b45\u529b\u7684\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u30bf\u30fc\u30b2\u30c3\u30c8\u3057\u307e\u3059\u3002\u30d6\u30e9\u30f3\u30c9\u306f\u3001AI\u306e\u975e\u52b9\u7387\u6392\u9664\u306b\u3088\u308aROAS\u30922:1\u304b\u30894:1\u306b\u5897\u52a0\u3055\u305b\u305f\u5831\u544a\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>AI\u753b\u50cf\u4f5c\u6210\u306e\u5b9f\u88c5\u306b\u304a\u3051\u308b\u4e00\u822c\u7684\u306a\u8ab2\u984c\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u4e00\u822c\u7684\u306a\u8ab2\u984c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u61f8\u5ff5\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u3001\u753b\u50cf\u54c1\u8cea\u306e\u4e00\u8cab\u6027\u78ba\u4fdd\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u514b\u670d\u3059\u308b\u306b\u306f\u3001\u5f37\u56fa\u306a\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002\u6210\u529f\u3057\u305f\u5b9f\u88c5\u306f\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u3001\u9ad8\u5fe0\u5b9f\u5ea6\u306eAI\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u8d77\u52d5\u309230%\u9ad8\u901f\u5316\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u753b\u50cf\u4f5c\u6210\u306f\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u30b3\u30b9\u30c8\u52b9\u679c\u7684\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u306f\u3044\u3001AI\u753b\u50cf\u4f5c\u6210\u306f\u4e2d\u5c0f\u4f01\u696d\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u30b3\u30b9\u30c8\u52b9\u679c\u7684\u3067\u3001\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u96c7\u7528\u6bd4\u3067\u30c7\u30b6\u30a4\u30f3\u8cbb\u7528\u3092\u6700\u592770%\u524a\u6e1b\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u30c4\u30fc\u30eb\u306f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u5927\u898f\u6a21\u306a\u5148\u884c\u6295\u8cc7\u306a\u3057\u3067\u6700\u9069\u5316\u3092\u53ef\u80fd\u306b\u3057\u3001\u9650\u5b9a\u7684\u4e88\u7b97\u3067\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5411\u4e0a\u306b\u7406\u60f3\u7684\u3067\u3059\u3002<\/p>\n<h3>AI\u306f\u5e83\u544a\u306e\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u591a\u69d8\u6027\u3092\u3069\u306e\u3088\u3046\u306b\u6271\u3044\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u3001\u30d9\u30fc\u30b9\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u591a\u69d8\u306a\u753b\u50cf\u30b9\u30bf\u30a4\u30eb\u3068\u69cb\u6210\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u591a\u69d8\u6027\u3092\u6271\u3044\u3001\u5305\u62ec\u7684\u306a\u8868\u73fe\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u5e83\u7bc4\u306a\u9b45\u529b\u3092\u80b2\u307f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u6587\u5316\u7684\u611f\u5ea6\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u591a\u69d8\u306aAI\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306f\u3001\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u5168\u4f53\u306715%\u9ad8\u3044\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3>\u5e83\u544a\u6700\u9069\u5316\u306b\u304a\u3051\u308bAI\u306e\u672a\u6765\u30c8\u30ec\u30f3\u30c9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n<p>\u672a\u6765\u30c8\u30ec\u30f3\u30c9\u306b\u306f\u3001\u00fb\u5165\u578b\u5e83\u544a\u306e\u305f\u3081\u306eVR\u3068\u306eAI\u7d71\u5408\u3068\u3001\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u5148\u9032\u4e88\u6e2c\u5206\u6790\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u5f37\u5316\u3055\u308c\u305f\u753b\u50cf\u4f5c\u6210\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u300150%\u306e\u52b9\u7387\u5411\u4e0a\u3092\u7d04\u675f\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u9032\u5316\u306b\u7d99\u7d9a\u7684\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u304c\u5148\u3092\u884c\u304f\u305f\u3081\u306b\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<h3>AI\u306f\u5e83\u544a\u306e\u4eba\u9593\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u304b\uff1f<\/h3>\n<p>AI\u306f\u4eba\u9593\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u7f6e\u304d\u63db\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u5897\u5f37\u3057\u3001\u53cd\u5fa9\u30bf\u30b9\u30af\u3092\u6271\u3044\u3064\u3064\u4eba\u9593\u304c\u6226\u7565\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002\u3053\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u512a\u308c\u305f\u7d50\u679c\u3092\u751f\u307f\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ed\u30fc\u30c1\u304cAI\u52b9\u7387\u3068\u4eba\u9593\u6d1e\u5bdf\u306e\u7d44\u307f\u5408\u308f\u305b\u306740%\u512a\u308c\u305f\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u6210\u679c\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<h3>AI\u5e83\u544a\u306e\u59cb\u3081\u65b9<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5e83\u544a\u306b\u304a\u3051\u308bAI\u753b\u50cf\u4f5c\u6210\u306e\u5c0e\u5165 AI\u753b\u50cf\u4f5c\u6210\u306f\u3001\u5e83\u544a\u696d\u754c\u306b\u304a\u3051\u308b\u5909\u9769\u7684\u306a\u529b\u3068\u3057\u3066\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u62c5\u5f53\u8005\u304c\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u76ee\u7684\u306b\u7279\u5316\u3057\u305f\u8996\u899a\u7684\u306b\u9b45\u529b\u7684\u306a\u8cc7\u7523\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u8a18\u8ff0\u304b\u3089\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3092 [&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-103704","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\/103704","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=103704"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/103704\/revisions"}],"predecessor-version":[{"id":103706,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/103704\/revisions\/103706"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/media?parent=103704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/categories?post=103704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/tags?post=103704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}