{"id":67321,"date":"2026-03-28T10:18:18","date_gmt":"2026-03-28T10:18:18","guid":{"rendered":"https:\/\/alienroad.com\/%e6%9c%aa%e5%88%86%e9%a1%9e\/ai-advertising-optimization-bridging-molecular-gates-to-prec\/"},"modified":"2026-04-04T01:32:06","modified_gmt":"2026-04-04T01:32:06","slug":"ai-advertising-optimization-bridging-molecular-gates-to-prec","status":"publish","type":"post","link":"https:\/\/alienroad.com\/ja\/ai%e6%9c%80%e9%81%a9%e5%8c%96-ja\/ai-advertising-optimization-bridging-molecular-gates-to-prec\/","title":{"rendered":"AI\u5e83\u544a\u6700\u9069\u5316\uff1a2025\u5e74\u306e\u5206\u5b50\u30b2\u30fc\u30c8\u3092\u6a4b\u6e21\u3057\u3059\u308b\u7cbe\u5bc6\u3055"},"content":{"rendered":"

2025\u5e74\u306e\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306e\u6226\u7565\u7684\u6982\u8981<\/h2>\n

\u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u9032\u5316\u3059\u308b\u98a8\u666f\u306e\u4e2d\u3067\u3001\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306f\u30012025\u5e74\u306e\u753b\u671f\u7684\u306a\u30d1\u30e9\u30c0\u30a4\u30e0\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u307e\u3059\u3002\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u539f\u5247\u304b\u3089\u7740\u60f3\u3092\u5f97\u305f\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u3092\u7cbe\u5bc6\u306a\u5206\u5b50\u30e1\u30ab\u30cb\u30ba\u30e0\u3068\u3057\u3066\u6982\u5ff5\u5316\u3057\u3001\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u304c\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u518d\u7d50\u5408\u3092\u4fc3\u9032\u3059\u308b\u30b3\u30cd\u30af\u30bf\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u5206\u5b50\u30b2\u30fc\u30c8\u304c\u60c5\u5831\u30d5\u30ed\u30fc\u3092\u5236\u5fa1\u3059\u308b\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30d5\u30a3\u30eb\u30bf\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u3053\u306e\u878d\u5408\u306b\u3088\u308a\u3001\u524d\u4f8b\u306e\u306a\u3044AI\u5e83\u544a\u6700\u9069\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u4f01\u696d\u304c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u3092\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u5272\u308a\u5f53\u3066\u308b\u65b9\u6cd5\u3092\u5909\u9769\u3057\u307e\u3059\u30022025\u5e74\u307e\u3067\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9032\u6b69\u304c\u3053\u308c\u3089\u306e\u751f\u7269\u5b66\u7684\u30d7\u30ed\u30bb\u30b9\u3092\u6a21\u5023\u3057\u3001\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3067\u306e\u52d5\u7684\u9069\u5fdc\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5206\u6790\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u518d\u7d50\u5408\u3057\u3066\u6d88\u8cbb\u8005\u884c\u52d5\u3092\u5206\u5b50\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3067\u4e88\u6e2c\u3059\u308bAI\u3092\u60f3\u50cf\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u6700\u9069\u5316\u6226\u7565\u306f\u3001\u5e83\u544a\u306e\u4e3b\u8981\u306a\u8ab2\u984c\u3001\u4f8b\u3048\u3070\u65ad\u7247\u5316\u3055\u308c\u305f\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8\u3084\u975e\u52b9\u7387\u306a\u4e88\u7b97\u652f\u51fa\u306b\u5bfe\u51e6\u3057\u307e\u3059\u3002\u3053\u308c\u306e\u6838\u5fc3\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u5f37\u5316\u3059\u308bAI\u5e83\u544a\u6700\u9069\u5316\u30c4\u30fc\u30eb\u306e\u7d71\u5408\u3067\u3042\u308a\u3001\u30de\u30fc\u30af\u30bf\u30fc\u304c\u65b0\u8208\u30c8\u30ec\u30f3\u30c9\u306b\u57fa\u3065\u3044\u3066\u5373\u5ea7\u306b\u6226\u7565\u3092\u30d4\u30dc\u30c3\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u30cf\u30a4\u30d1\u30fc\u30fb\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u306b\u306a\u308a\u3001AI\u304c\u7279\u5b9a\u306e\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u3092\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u3059\u308b\u3088\u3046\u306b\u3001\u5fae\u5999\u306a\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u306e\u6539\u5584\u306f\u98db\u8e8d\u7684\u306b\u9032\u307f\u3001\u4e88\u6e2c\u30e2\u30c7\u30eb\u304c\u30e6\u30fc\u30b6\u30fc\u30fb\u30b8\u30e3\u30fc\u30cb\u30fc\u3092\u4e88\u6e2c\u3057\u3001\u5e83\u544a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u305d\u308c\u306b\u5fdc\u3058\u3066\u8abf\u6574\u3057\u307e\u3059\u3002\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0\u306b\u9032\u5316\u3057\u3001\u4eba\u9593\u306e\u4ecb\u5165\u306a\u3057\u306b\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30c1\u30e3\u30cd\u30eb\u306b\u8cc7\u91d1\u3092\u518d\u5272\u308a\u5f53\u3066\u3057\u307e\u3059\u30022025\u5e74\u306b\u8fd1\u3065\u304f\u306b\u3064\u308c\u3001\u3053\u306e\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306b\u7740\u60f3\u3092\u5f97\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001AI\u5e83\u544a\u6700\u9069\u5316\u3092\u6226\u8853\u7684\u306a\u30c4\u30fc\u30eb\u304b\u3089\u6226\u7565\u7684\u306a\u30d1\u30ef\u30fc\u30cf\u30a6\u30b9\u306b\u6607\u83ef\u3055\u305b\u3001\u5e83\u544a\u652f\u51fa\u306b\u5bfe\u3059\u308b\u6e2c\u5b9a\u53ef\u80fd\u306a\u30ea\u30bf\u30fc\u30f3\uff08ROAS\uff09\u3092\u63a8\u9032\u3057\u3001\u7af6\u4e89\u5e02\u5834\u3067\u306e\u6301\u7d9a\u53ef\u80fd\u306a\u6210\u9577\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u8ad6\u3092\u63a1\u7528\u3059\u308b\u4f01\u696d\u306f\u3001\u6c7a\u5b9a\u7684\u306a\u512a\u4f4d\u6027\u3092\u7372\u5f97\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u30bf\u30fc\u30b2\u30c3\u30c8\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306b\u6df1\u304f\u97ff\u304f\u3088\u3046\u306b\u3057\u3001\u6295\u8cc7\u3057\u305f\u3059\u3079\u3066\u306e\u30c9\u30eb\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/p>\n

AI\u5e83\u544a\u6700\u9069\u5316\u306e\u57fa\u790e\u539f\u5247<\/h2>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306e\u30a2\u30ca\u30ed\u30b8\u30fc\u306e\u7406\u89e3<\/h3>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306e\u6982\u5ff5\u306f\u3001\u907a\u4f1d\u5b50\u5de5\u5b66\u304b\u3089\u501f\u308a\u305f\u3082\u306e\u3067\u3001AI\u304c\u5e83\u544a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30ed\u9593\u306e\u30ae\u30e3\u30c3\u30d7\u3092\u6a4b\u6e21\u3057\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u30022025\u5e74\u3001AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306e\u3088\u3046\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3001\u904e\u53bb\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30c7\u30fc\u30bf\u3092\u30e9\u30a4\u30d6\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3068\u7d71\u5408\u3057\u3001\u7d71\u4e00\u3055\u308c\u305f\u6700\u9069\u5316\u30a8\u30f3\u30b8\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u30af\u30ea\u30c3\u30af\u7387\u304b\u3089\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u30d1\u30bf\u30fc\u30f3\u307e\u3067\u3059\u3079\u3066\u306e\u95a2\u9023\u5909\u6570\u304c\u30a2\u30af\u30b7\u30e7\u30f3\u53ef\u80fd\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u518d\u7d50\u5408\u3055\u308c\u308b\u3053\u3068\u3067\u3001AI\u5e83\u544a\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u30de\u30fc\u30af\u30bf\u30fc\u306f\u30db\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u306a\u30d3\u30e5\u30fc\u3092\u5f97\u3066\u3001\u3057\u3070\u3057\u3070\u30b5\u30d6\u30aa\u30d7\u30c6\u30a3\u30de\u30eb\u306a\u5e83\u544a\u914d\u7f6e\u306b\u3064\u306a\u304c\u308b\u30b5\u30a4\u30ed\u3092\u6e1b\u3089\u3057\u307e\u3059\u3002<\/p>\n

\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u304a\u3051\u308b\u5206\u5b50\u30b2\u30fc\u30c8<\/h3>\n

\u5206\u5b50\u30b2\u30fc\u30c8\u306f\u751f\u7269\u5b66\u7684\u30b7\u30b9\u30c6\u30e0\u3067\u9078\u629e\u7684\u306a\u969c\u58c1\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001AI\u306e\u6587\u8108\u3067\u306f\u6d17\u7df4\u3055\u308c\u305f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u8868\u3057\u307e\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30b2\u30fc\u30c8\u304c\u9ad8\u4fa1\u5024\u306e\u30c7\u30fc\u30bf\u5165\u529b\u3001\u4f8b\u3048\u3070\u30e6\u30fc\u30b6\u30fc\u610f\u56f3\u30b7\u30b0\u30ca\u30eb\u3092\u512a\u5148\u3057\u3001\u30ce\u30a4\u30ba\u3092\u7834\u68c4\u3057\u307e\u3059\u30022025\u5e74\u307e\u3067\u306b\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u30b2\u30fc\u30c8\u5236\u5fa1\u3092\u5b9f\u88c5\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u6d17\u7df4\u3057\u3001\u79d2\u9593\u30c6\u30e9\u30d0\u30a4\u30c8\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3066\u7cbe\u5bc6\u306a\u5e83\u544a\u63a8\u5968\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u8a08\u7b97\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u6e1b\u3089\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u8abf\u6574\u306e\u9ad8\u901f\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n

AI\u5f37\u5316\u306b\u3088\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790<\/h2>\n

\u5373\u6642\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u99c6\u52d5\u3059\u308b\u30b3\u30a2\u6280\u8853<\/h3>\n

AI\u306f\u3001\u4f1d\u7d71\u7684\u306a\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u304c\u5339\u6575\u3067\u304d\u306a\u3044\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u9069\u5316\u30d7\u30ed\u30bb\u30b9\u3092\u5f37\u5316\u3057\u307e\u3059\u30022025\u5e74\u3001\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092AI\u30e2\u30c7\u30eb\u3068\u7d71\u5408\u3057\u3001\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3001\u30af\u30ea\u30c3\u30af\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u3088\u3046\u306a\u5e83\u544a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u30df\u30ea\u79d2\u4ee5\u5185\u306b\u5206\u6790\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d3\u30c7\u30aa\u5e83\u544a\u306e\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u304c15%\u4f4e\u4e0b\u3057\u305f\u5834\u5408\u3001AI\u306f\u30bf\u30a4\u30df\u30f3\u30b0\u3084\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u8981\u7d20\u306a\u3069\u306e\u5bc4\u4e0e\u8981\u56e0\u3092\u5373\u5ea7\u306b\u5206\u89e3\u3057\u3001\u518d\u8abf\u6574\u3092\u63d0\u6848\u3057\u307e\u3059\u3002\u65e9\u671f\u63a1\u7528\u8005\u304b\u3089\u306e\u5177\u4f53\u7684\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306f\u3001\u624b\u52d5\u30ec\u30d3\u30e5\u30fc\u3068\u6bd4\u8f03\u3057\u3066\u5fdc\u7b54\u6642\u9593\u306e30%\u6539\u5584\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u4e88\u6e2c\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u7d71\u5408<\/h3>\n

\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u306e\u4e88\u6e2c\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306f\u3001\u30d6\u30ea\u30c3\u30b8\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4ecb\u3057\u3066\u518d\u7d50\u5408\u3055\u308c\u305f\u904e\u53bb\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30fb\u30c8\u30e9\u30b8\u30a7\u30af\u30c8\u30ea\u3092\u4e88\u6e2c\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u306f\u3053\u308c\u3089\u306e\u4e88\u6e2c\u3092\u6d3b\u7528\u3057\u3066\u5b89\u5b9a\u3057\u305fROAS\u3092\u7dad\u6301\u3057\u3001e\u30b3\u30de\u30fc\u30b9\u30d6\u30e9\u30f3\u30c9\u3067\u6700\u592725%\u306e\u52b9\u7387\u5411\u4e0a\u3092\u793a\u3059\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u5206\u5b50\u30b2\u30fc\u30c8\u306f\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u307f\u304c\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306b\u30d5\u30a3\u30fc\u30c9\u3055\u308c\u308b\u3053\u3068\u3092\u78ba\u4fdd\u3057\u3001\u30a8\u30e9\u30fc\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n

\u5148\u9032AI\u306b\u3088\u308b\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3<\/h2>\n

\u30c7\u30fc\u30bf\u30a4\u30f3\u30b5\u30a4\u30c8\u304b\u3089\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u5e83\u544a\u63d0\u6848<\/h3>\n

\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306fAI\u99c6\u52d5\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3067\u65b0\u305f\u306a\u9ad8\u307f\u3078\u9054\u3057\u3001\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u304c\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30cb\u30e5\u30e9\u30fc\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u306b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u307e\u3059\u30022025\u5e74\u307e\u3067\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u95b2\u89a7\u5c65\u6b74\u3084\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30fb\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u306a\u3069\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u5e83\u544a\u63d0\u6848\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30d5\u30a3\u30c3\u30c8\u30cd\u30b9\u30d6\u30e9\u30f3\u30c9\u304c\u30e8\u30ac\u611b\u597d\u5bb6\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63d0\u4f9b\u3057\u3001\u30af\u30ea\u30c3\u30af\u7387\u309240%\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u5e83\u544a\u3092\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u306e\u3088\u3046\u306b\u611f\u3058\u3055\u305b\u3001\u95a2\u9023\u6027\u3068\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n

\u52d5\u7684\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u624b\u6cd5<\/h3>\n

\u52d5\u7684\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u306f\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306b\u7740\u60f3\u3092\u5f97\u305f\u518d\u7d50\u5408\u3092\u4f7f\u7528\u3057\u3066\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u66f4\u65b0\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u30b7\u30d5\u30c8\u306b\u9069\u5fdc\u3057\u307e\u3059\u3002AI\u5e83\u544a\u6700\u9069\u5316\u306f\u3053\u3053\u3067\u884c\u52d5\u7d4c\u6e08\u5b66\u3092\u7d44\u307f\u8fbc\u307f\u3001\u8cfc\u5165\u610f\u56f3\u3084\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u30ec\u30d9\u30eb\u3067\u30e6\u30fc\u30b6\u30fc\u3092\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u307e\u3059\u3002\u6226\u7565\u306b\u306f\u3001\u30b5\u30a4\u30b3\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c7\u30fc\u30bf\u3092\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u4e0a\u306b\u30ec\u30a4\u30e4\u30ea\u30f3\u30b0\u3057\u3001\u696d\u754c\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u308b\u3068\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u7cbe\u5ea6\u309235%\u5411\u4e0a\u3055\u305b\u308b\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002<\/p>\n

\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u6539\u5584\u6226\u7565<\/h2>\n

\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30d6\u30fc\u30b9\u30c8\u3059\u308b\u305f\u3081\u306eAI\u99c6\u52d5\u6226\u8853<\/h3>\n

\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068ROAS\u3092\u30d6\u30fc\u30b9\u30c8\u3059\u308b\u305f\u3081\u306b\u3001AI\u306f\u30b9\u30b1\u30fc\u30eb\u3067\u306eA\/B\u30c6\u30b9\u30c8\u3084\u30b7\u30fc\u30b1\u30f3\u30b7\u30e3\u30eb\u5e83\u544a\u914d\u4fe1\u306e\u3088\u3046\u306a\u6226\u7565\u3092\u63a1\u7528\u3057\u307e\u3059\u3002\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u3067\u306f\u3001\u4f4e\u610f\u56f3\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u9ad8\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u30d1\u30b9\u3092\u5897\u5e45\u3059\u308b\u3053\u3068\u3067\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u30d5\u30a1\u30cd\u30eb\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u5e83\u544a\u63d0\u6848\u304c\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3001AI\u304c\u30e6\u30fc\u30b6\u30fc\u597d\u307f\u306b\u5408\u3063\u305f\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u63a8\u5968\u3057\u300120-50%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5411\u4e0a\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AI\u3092\u4ecb\u3057\u3066\u8abf\u6574\u3055\u308c\u305f\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30d7\u30e9\u30a4\u30b7\u30f3\u30b0\u5e83\u544a\u306f\u3001\u30ea\u30c6\u30fc\u30eb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306728%\u9ad8\u3044\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

ROAS\u306e\u6e2c\u5b9a\u3068\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3<\/h3>\n

ROAS\u306e\u6e2c\u5b9a\u306f\u3001\u7372\u5f97\u30b3\u30b9\u30c8\uff08CPA\uff09\u3084\u751f\u6daf\u4fa1\u5024\uff08LTV\uff09\u306e\u3088\u3046\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u8ffd\u8de1\u3059\u308b\u81ea\u52d5\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u7d71\u5408\u3057\u307e\u3059\u3002AI\u306f\u3053\u308c\u3089\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u30ea\u30bf\u30fc\u30f3\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u4e88\u7b97\u30b7\u30d5\u30c8\u3092\u63d0\u6848\u3057\u307e\u3059\u30022024\u5e74\u306e\u30d1\u30a4\u30ed\u30c3\u30c8\u304b\u3089\u306e\u5177\u4f53\u7684\u306a\u30c7\u30fc\u30bf\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u6700\u9069\u5316\u306b\u3088\u308b\u5e73\u5747ROAS\u6539\u5584\u304c2.5\u500d\u3092\u793a\u3057\u3001\u6301\u7d9a\u7684\u306a\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4fa1\u5024\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n\n
\u30e1\u30c8\u30ea\u30af\u30b9<\/th>\nAI\u524d\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3<\/th>\nAI\u6700\u9069\u53162025\u5e74\u4e88\u6e2c<\/th>\n\u6539\u5584%<\/th>\n<\/tr>\n<\/thead>\n
\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387<\/td>\n2.5%<\/td>\n4.2%<\/td>\n68%<\/td>\n<\/tr>\n
ROAS<\/td>\n3:1<\/td>\n5.5:1<\/td>\n83%<\/td>\n<\/tr>\n
CPA<\/td>\n$45<\/td>\n$28<\/td>\n38%\u524a\u6e1b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5b9f\u8df5\u306b\u304a\u3051\u308b\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406<\/h2>\n

\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u5272\u308a\u5f53\u3066\u306e\u305f\u3081\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n

\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001AI\u3092\u4f7f\u7528\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b7\u30b0\u30ca\u30eb\u306b\u57fa\u3065\u3044\u3066\u30c1\u30e3\u30cd\u30eb\u5168\u4f53\u306b\u8cc7\u91d1\u3092\u81ea\u52d5\u914d\u5206\u3057\u307e\u3059\u30022025\u5e74\u307e\u3067\u306b\u3001\u5206\u5b50\u30b2\u30fc\u30c8\u30e1\u30ab\u30cb\u30ba\u30e0\u306f\u8a3c\u660e\u3055\u308c\u305f\u8cc7\u7523\u306b\u4e88\u7b97\u3092\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u30a2\u30f3\u30c0\u30fc\u30d1\u30d5\u30a9\u30fc\u30de\u30fc\u3078\u306e\u904e\u5270\u652f\u51fa\u3092\u9632\u304e\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8cc7\u6e90\u5229\u7528\u304c40%\u5411\u4e0a\u3057\u3001AI\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306b\u5fdc\u3058\u3066\u4e88\u7b97\u306e70%\u3092\u52d5\u7684\u306b\u518d\u5272\u308a\u5f53\u3066\u3057\u307e\u3059\u3002<\/p>\n

\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<\/h3>\n

B2B SaaS\u4f01\u696d\u304cAI\u5e83\u544a\u6700\u9069\u5316\u3092\u5b9f\u65bd\u3057\u3001\u81ea\u52d5\u30da\u30fc\u30b7\u30f3\u30b0\u306b\u3088\u308a55%\u306eROAS\u5897\u52a0\u3092\u9054\u6210\u3057\u305f\u3053\u3068\u3092\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u306b\u306f\u3001AI\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u3001\u5b9a\u671f\u7684\u306a\u76e3\u67fb\u3092\u884c\u3044\u3001\u30d3\u30b8\u30cd\u30b9\u76ee\u6a19\u3068\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001AI\u304c\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u3001\u4e88\u7b97\u7ba1\u7406\u3092\u53cd\u5fdc\u7684\u3067\u306f\u306a\u304f\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u3059\u308b\u65b9\u6cd5\u3092\u5f37\u8abf\u3057\u307e\u3059\u3002<\/p>\n

\u672a\u6765\u306e\u5730\u5e73\uff1a\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bcAI\u6700\u9069\u5316\u306e\u7cbe\u5bc6\u5b9f\u884c<\/h2>\n

2025\u5e74\u3068\u305d\u306e\u5148\u3092\u898b\u636e\u3048\u3066\u3001\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306e\u5b9f\u884c\u306f\u3001\u7d99\u7d9a\u7684\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u30b3\u30df\u30c3\u30c8\u30e1\u30f3\u30c8\u3092\u6c42\u3081\u307e\u3059\u3002\u4f01\u696d\u306f\u6280\u8853\u7684\u9032\u6b69\u306b\u9032\u5316\u3059\u308b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aAI\u30a4\u30f3\u30d5\u30e9\u306b\u6295\u8cc7\u3057\u3001\u5e83\u544a\u6226\u7565\u306e\u6a5f\u654f\u6027\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u6226\u7565\u7684\u5b9f\u884c\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5206\u5b50\u30b2\u30fc\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5fae\u8abf\u6574\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u3001\u30de\u30fc\u30af\u30bf\u30fc\u304c\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u958b\u767a\u306b\u6d3b\u7528\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3001\u30af\u30ed\u30b9\u30d5\u30a1\u30f3\u30af\u30b7\u30e7\u30ca\u30eb\u30c1\u30fc\u30e0\u306eAI\u7d71\u5408\u5354\u529b\u306b\u95a2\u308f\u308a\u307e\u3059\u3002\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304cAI\u80fd\u529b\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u306b\u3064\u308c\u3001\u6700\u9069\u5316\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u901f\u5ea6\u3068\u7cbe\u5ea6\u306e\u73fe\u5728\u306e\u5236\u9650\u3092\u6a4b\u6e21\u3057\u3057\u3001\u3055\u3089\u306b\u5927\u304d\u306a\u7cbe\u5bc6\u3055\u3092\u9054\u6210\u3057\u307e\u3059\u3002AI\u304c\u5e83\u544a\u3092\u518d\u5b9a\u7fa9\u3059\u308b\u53ef\u80fd\u6027\u306f\u3001\u8907\u96d1\u306a\u751f\u7269\u5b66\u7684\u518d\u7d50\u5408\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u80fd\u529b\u306b\u3042\u308a\u3001\u751f\u304d\u7269\u306e\u3088\u3046\u306b\u9069\u5fdc\u3059\u308b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u7d44\u7e54\u306f\u502b\u7406\u7684\u306aAI\u4f7f\u7528\u3092\u512a\u5148\u3057\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u6e96\u62e0\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001\u6d88\u8cbb\u8005\u4fe1\u983c\u3092\u69cb\u7bc9\u3059\u3079\u304d\u3067\u3059\u3002\u6700\u7d42\u7684\u306b\u3001\u3053\u306e\u5b9f\u884c\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\u8005\u306f\u3001\u5e83\u544a\u3092\u6700\u9069\u5316\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5e02\u5834\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7\u3092\u518d\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n

\u3053\u308c\u3089\u306e\u8907\u96d1\u3055\u3092\u30ca\u30d3\u30b2\u30fc\u30c8\u3059\u308b\u4e2d\u3067\u3001alien<\/a> Road\u306f\u4f01\u696d\u304cAI\u5e83\u544a\u6700\u9069\u5316\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b\u305f\u3081\u306e\u30d7\u30ec\u30df\u30a2\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\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u4e88\u7b97\u81ea\u52d5\u5316\u306e\u305f\u3081\u306e\u6700\u5148\u7aef\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3057\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6226\u7565\u3092\u63d0\u4f9b\u3057\u3001\u5177\u4f53\u7684\u306aROAS\u5411\u4e0a\u3092\u99c6\u52d5\u3057\u307e\u3059\u3002\u4eca\u65e5\u3001Alien Road\u3068\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u3092\u7d50\u3073\u3001\u6226\u7565\u7684\u30b3\u30f3\u30b5\u30eb\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u53d7\u3051\u30012025\u5e74\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6bd4\u985e\u306a\u304d\u52b9\u7387\u306b\u5411\u4e0a\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u53162025\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u7740\u60f3\u3092\u5f97\u305f\u5148\u9032\u7684\u306aAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6307\u3057\u3001\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u30e1\u30ab\u30cb\u30ba\u30e0\u304c\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u6a4b\u6e21\u3057\u3057\u3001\u5206\u5b50\u30b2\u30fc\u30c8\u304c\u5165\u529b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u30662025\u5e74\u306e\u7cbe\u5bc6\u306a\u5e83\u544a\u5f37\u5316\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u9078\u629e\u7684\u51e6\u7406\u3092\u53ef\u80fd\u306b\u3057\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u901a\u3058\u3066\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n

AI\u306f\u5e83\u544a\u6700\u9069\u5316\u30d7\u30ed\u30bb\u30b9\u3092\u3069\u306e\u3088\u3046\u306b\u5f37\u5316\u3057\u307e\u3059\u304b\uff1f<\/h3>\n

AI\u306f\u3001\u4eba\u9593\u304c\u30b9\u30b1\u30fc\u30eb\u3067\u5b9f\u884c\u3067\u304d\u306a\u3044\u8907\u96d1\u306a\u5206\u6790\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u5e83\u544a\u6700\u9069\u5316\u3092\u5f37\u5316\u3057\u3001\u4f8b\u3048\u3070\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u3068\u4e88\u6e2c\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u3059\u30022025\u5e74\u306e\u6587\u8108\u3067\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u518d\u7d50\u5408\u3057\u3066\u6700\u9069\u5316\u6a5f\u4f1a\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5168\u4f53\u3067\u3088\u308a\u52b9\u7387\u7684\u306a\u5e83\u544a\u914d\u4fe1\u3068\u9ad8\u3044\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u7387\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n

AI\u5e83\u544a\u6700\u9069\u5316\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u304c\u679c\u305f\u3059\u5f79\u5272\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u306f\u3001AI\u304c\u5e83\u544a\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u5373\u5ea7\u306b\u8a55\u4fa1\u3057\u3001\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u5373\u6642\u8abf\u6574\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3053\u308c\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u60aa\u3044\u8981\u7d20\u3092\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u3001\u6210\u529f\u3057\u305f\u3082\u306e\u3092\u5897\u5e45\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3001\u52d5\u7684\u5e83\u544a\u74b0\u5883\u3067\u6700\u592730%\u306e\u6539\u5584\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n

\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306fAI\u5e83\u544a\u6210\u529f\u306b\u306a\u305c\u91cd\u8981\u3067\u3059\u304b\uff1f<\/h3>\n

\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u9069\u5207\u306a\u4eba\u306b\u9069\u5207\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u5c4a\u3051\u308b\u3053\u3068\u3067\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30d6\u30fc\u30b9\u30c8\u3059\u308b\u305f\u3081\u91cd\u8981\u3067\u3059\u30022025\u5e74\u306eAI\u99c6\u52d5\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5206\u5b50\u30b2\u30fc\u30c8\u306e\u7cbe\u5bc6\u3055\u3092\u4f7f\u7528\u3057\u3066\u30cf\u30a4\u30d1\u30fc\u30bf\u30fc\u30b2\u30c3\u30c8\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u6210\u3057\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3068\u597d\u307f\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066\u95a2\u9023\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n

AI\u306f\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u3069\u306e\u3088\u3046\u306b\u6539\u5584\u3057\u307e\u3059\u304b\uff1f<\/h3>\n

AI\u306f\u30e6\u30fc\u30b6\u30fc\u30fb\u30d1\u30b9\u3092\u4e88\u6e2c\u3057\u3001\u6700\u9069\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u6700\u9069\u5316\u3055\u308c\u305f\u5e83\u544a\u30d0\u30ea\u30a2\u30f3\u30c8\u3092\u914d\u4fe1\u3059\u308b\u3053\u3068\u3067\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u3092\u6539\u5584\u3057\u307e\u3059\u3002\u6226\u7565\u306b\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u5408\u3063\u305f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u63d0\u6848\u304c\u542b\u307e\u308c\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u80b2\u6210\u3068\u30d0\u30a4\u30e4\u30fc\u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u6469\u64e6\u4f4e\u6e1b\u3092\u901a\u3058\u306620-40%\u306e\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

AI\u6700\u9069\u5316\u306b\u304a\u3051\u308b\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306e\u5229\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u306f\u3001\u52b9\u7387\u7684\u306a\u8cc7\u6e90\u5272\u308a\u5f53\u3066\u3068\u5ec3\u68c4\u6700\u5c0f\u5316\u306e\u5229\u70b9\u3092\u63d0\u4f9b\u3057\u3001AI\u304c\u9ad8ROI\u30c1\u30e3\u30cd\u30eb\u306b\u8cc7\u91d1\u3092\u81ea\u52d5\u30b7\u30d5\u30c8\u3057\u307e\u3059\u30022025\u5e74\u3001\u3053\u308c\u306b\u3088\u308a\u5229\u7528\u7387\u304c40%\u5411\u4e0a\u3057\u3001\u624b\u52d5\u76e3\u7763\u306a\u3057\u306b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u52b9\u679c\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n

\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u5e83\u544a\u63d0\u6848\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/h3>\n

\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u5e83\u544a\u63d0\u6848\u306f\u3001\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u6587\u8108\u7684\u306b\u95a2\u9023\u3059\u308b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u3092\u751f\u6210\u3057\u3001\u4f8b\u3048\u3070\u88fd\u54c1\u63a8\u5968\u3084\u30e1\u30c3\u30bb\u30fc\u30b8\u30c8\u30fc\u30f3\u3067\u3059\u3002AI\u306f\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u30a4\u30f3\u30d9\u30f3\u30c8\u30ea\u30c7\u30fc\u30bf\u3068\u6a4b\u6e21\u3057\u3057\u3001\u5171\u9cf4\u3059\u308b\u63d0\u6848\u3092\u4f5c\u6210\u3057\u3001\u3057\u3070\u3057\u307035%\u9ad8\u3044\u30af\u30ea\u30c3\u30af\u7387\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n

AI\u3092\u4f7f\u7528\u3057\u3066\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068ROAS\u3092\u30d6\u30fc\u30b9\u30c8\u3059\u308b\u6226\u7565\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068ROAS\u3092\u30d6\u30fc\u30b9\u30c8\u3059\u308b\u6226\u7565\u306b\u306f\u3001\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u6700\u9069\u5316\u3068\u30de\u30eb\u30c1\u30c1\u30e3\u30cd\u30eb\u5e30\u5c5e\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u542b\u307e\u308c\u307e\u3059\u3002AI\u306f\u9ad8\u4fa1\u5024\u30bf\u30c3\u30c1\u30dd\u30a4\u30f3\u30c8\u3092\u7279\u5b9a\u3057\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u30c6\u30b9\u30c8\u3068\u30a4\u30c6\u30ec\u30fc\u30c6\u30a3\u30d6\u6d17\u7df4\u306b\u3088\u308a2-3\u500d\u306eROAS\u5897\u52a0\u3092\u3082\u305f\u3089\u3059\u52aa\u529b\u3092\u518d\u5272\u308a\u5f53\u3066\u3057\u307e\u3059\u3002<\/p>\n

2025\u5e74\u306e\u5e83\u544a\u306b\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306b\u7740\u60f3\u3092\u5f97\u305fAI\u3092\u9078\u629e\u3059\u308b\u7406\u7531\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u306b\u7740\u60f3\u3092\u5f97\u305fAI\u306f\u30012025\u5e74\u3067\u751f\u7269\u5b66\u7684\u52b9\u7387\u3092\u6a21\u5023\u3057\u3001\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092\u6a4b\u6e21\u3057\u3057\u3066\u5305\u62ec\u7684\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u7121\u95a2\u4fc2\u306a\u60c5\u5831\u3092\u30b2\u30fc\u30c6\u30a3\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u5805\u7262\u306a\u6700\u9069\u5316\u3092\u5b9f\u73fe\u3057\u3001\u7cbe\u5bc6\u3055\u3068\u9069\u5fdc\u6027\u3067\u6a19\u6e96\u624b\u6cd5\u3092\u4e0a\u56de\u308a\u307e\u3059\u3002<\/p>\n

\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u306f\uff1f<\/h3>\n

\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001AI\u30c4\u30fc\u30eb\u3092\u5e83\u544a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u7d71\u5408\u3057\u3066\u9023\u7d9a\u30c7\u30fc\u30bf\u30d5\u30a3\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067KPI\u3092\u76e3\u8996\u3057\u307e\u3059\u3002\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u4f4e\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u57fa\u3065\u3044\u3066\u30d1\u30a4\u30ed\u30c3\u30c8\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304b\u3089\u59cb\u3081\u3001\u7121\u7e2b\u306e\u6700\u9069\u5316\u3092\u9054\u6210\u3057\u307e\u3059\u3002<\/p>\n

AI\u5e83\u544a\u6700\u9069\u5316\u3067\u8ffd\u8de1\u3059\u3079\u304d\u30e1\u30c8\u30ea\u30af\u30b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u4e3b\u8981\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u306fCTR\u3001CPA\u3001ROAS\u3001\u30b3\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u7387\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u3092AI\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3067\u8ffd\u8de1\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001\u6700\u9069\u5316\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u30bf\u30fc\u30b2\u30c3\u30c8\u8abf\u6574\u306b\u3088\u308a50%\u512a\u308c\u305fROAS\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

AI\u306f\u8907\u96d1\u306a\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u52d5\u7684\u306b\u6271\u3048\u307e\u3059\u304b\uff1f<\/h3>\n

\u306f\u3044\u3001AI\u306f\u65b0\u3057\u3044\u5165\u529b\u306b\u9069\u5fdc\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u8907\u96d1\u306a\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5b63\u7bc0\u884c\u52d5\u306e\u3088\u3046\u306a\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u6271\u3044\u3001\u624b\u52d5\u4ecb\u5165\u306a\u3057\u306b\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n

\u81ea\u52d5\u4e88\u7b97\u7ba1\u7406\u3067\u751f\u3058\u308b\u8ab2\u984c\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

\u8ab2\u984c\u306b\u306f\u3001\u76e3\u7763\u306a\u3057\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u904e\u5ea6\u4f9d\u5b58\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u554f\u984c\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u502b\u7406\u7684\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u8a2d\u5b9a\u3057\u3001AI\u6c7a\u5b9a\u3092\u5b9a\u671f\u7684\u306b\u691c\u8a3c\u3059\u308b\u3053\u3068\u3067\u7de9\u548c\u3057\u3001\u6226\u7565\u7684\u76ee\u6a19\u3068\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002<\/p>\n

\u5206\u5b50\u30b2\u30fc\u30c8AI\u306f\u30c7\u30fc\u30bf\u52b9\u7387\u3092\u3069\u306e\u3088\u3046\u306b\u6539\u5584\u3057\u307e\u3059\u304b\uff1f<\/h3>\n

\u5206\u5b50\u30b2\u30fc\u30c8AI\u306f\u30ce\u30a4\u30ba\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u8a08\u7b97\u3092\u9ad8\u30a4\u30f3\u30d1\u30af\u30c8\u30b7\u30b0\u30ca\u30eb\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u52b9\u7387\u3092\u6539\u5584\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u51e6\u7406\u30b3\u30b9\u30c8\u309225%\u524a\u6e1b\u3057\u3064\u3064\u30a4\u30f3\u30b5\u30a4\u30c8\u54c1\u8cea\u3092\u7dad\u6301\u3057\u3001\u5927\u898f\u6a212025\u5e74\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n

2025\u5e74\u306fAI\u5e83\u544a\u6700\u9069\u5316\u306e\u8ee2\u63db\u70b9\u3068\u306a\u308b\u7406\u7531\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n

2025\u5e74\u306f\u3001\u6210\u719f\u3057\u305fAI\u6280\u8853\u3068\u898f\u5236\u30b7\u30d5\u30c8\u306b\u3088\u308a\u8ee2\u63db\u70b9\u3068\u306a\u308a\u3001\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u6a4b\u6e21\u3057\u306e\u3088\u3046\u306a\u5148\u9032\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u5e74\u306f\u5e83\u7bc4\u306a\u63a1\u7528\u3092\u7d04\u675f\u3057\u3001\u5e83\u544a\u3092\u7cbe\u5bc6\u99c6\u52d5\u306e\u5206\u91ce\u306b\u5909\u9769\u3057\u3001\u6307\u6570\u95a2\u6570\u7684\u306a\u6210\u9577\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

2025\u5e74\u306e\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306e\u6226\u7565\u7684\u6982\u8981 \u30c7\u30b8\u30bf\u30eb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u306e\u9032\u5316\u3059\u308b\u98a8\u666f\u306e\u4e2d\u3067\u3001\u30d6\u30ea\u30c3\u30b8\u30ec\u30b3\u30f3\u30d3\u30ca\u30fc\u30bc\u5206\u5b50\u30b2\u30fc\u30c8AI\u6700\u9069\u5316\u306f\u30012025\u5e74\u306e\u753b\u671f\u7684\u306a\u30d1\u30e9\u30c0\u30a4\u30e0\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u307e\u3059\u3002\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed […]<\/p>\n","protected":false},"author":1,"featured_media":54544,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1766],"tags":[546],"class_list":["post-67321","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ja","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/67321","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=67321"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/67321\/revisions"}],"predecessor-version":[{"id":67324,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/posts\/67321\/revisions\/67324"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/media\/54544"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/media?parent=67321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/categories?post=67321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ja\/wp-json\/wp\/v2\/tags?post=67321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}