{"id":179,"date":"2026-03-30T01:36:38","date_gmt":"2026-03-29T16:36:38","guid":{"rendered":"https:\/\/article.adbandit.org\/?p=179"},"modified":"2026-03-30T18:33:31","modified_gmt":"2026-03-30T09:33:31","slug":"marketing-automation-guide-2026","status":"publish","type":"post","link":"https:\/\/article.adbandit.org\/?p=179","title":{"rendered":"\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac"},"content":{"rendered":"

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2026\u5e74\u73fe\u5728\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30d3\u30b8\u30cd\u30b9\u74b0\u5883\u304c\u5b9a\u7740\u3057\u3001\u9867\u5ba2\u306e\u671f\u5f85\u306f\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u4f01\u696d\u306f\u9867\u5ba2\u306e\u500b\u3005\u306e\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u308b\u305f\u3081\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001AI\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u304c\u3088\u308a\u9ad8\u5ea6\u306b\u306a\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u3088\u308a\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

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\u30b9\u30c6\u30c3\u30d71: \u76ee\u6a19\u306e\u5b9a\u7fa9<\/strong><\/p>\n

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\u30b9\u30c6\u30c3\u30d74: \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\u52d5\u5316<\/strong><\/p>\n

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\u30b9\u30c6\u30c3\u30d75: \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u8abf\u6574<\/strong><\/p>\n

\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5c55\u958b\u3057\u305f\u5f8c\u3001\u305d\u306e\u7d50\u679c\u3092\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u3001KPI\uff08\u4e3b\u8981\u696d\u7e3e\u6307\ufffd\ufffd\ufffd\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u884c\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e1\u30fc\u30eb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u958b\u5c01\u7387\u3084\u30af\u30ea\u30c3\u30af\u7387\u3092\u76e3\u8996\u3057\u3001\u4f4e\u3044\u5834\u5408\u306f\u30bf\u30a4\u30c8\u30eb\u3084\u5185\u5bb9\u3092\u5909\u66f4\u3057\u3066\u6539\u5584\u3057\u307e\u3059\u3002<\/p>\n

AdOptimizer\u306eAI\u81ea\u52d5\u5316\u306b\u3088\u308b\u5287\u7684\u306a\u6539\u5584\u4e8b\u4f8b<\/h2>\n

AdOptimizer\u306eUCB1\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u3069\u3046\u81ea\u52d5\u6700\u9069\u5316\u3059\u308b\u304b\u3092\u8aac\u660e<\/strong><\/p>\n

AdOptimizer\u306eUCB1\u30d0\u30f3\u30c7\u30a3\u30c3\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001AI\u6280\u8853\u3092\u7528\u3044\u3066\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u81ea\u52d5\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3068\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u7d50\u679c\u3092\u5206\u6790\u3057\u3001\u6700\u9069\u306a\u5e83\u544a\u6226\u7565\u3092\u81ea\u52d5\u7684\u306b\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5e83\u544a\u4e88\u7b97\u3092\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3057\u3001\u5e83\u544a\u52b9\u679c\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u5177\u4f53\u7684\u306a\u6539\u5584\u6570\u5024\u306e\u4f8b<\/strong><\/p>\n

AdOptimizer\u3092\u5c0e\u5165\u3057\u305f\u4f01\u696d\u3067\u306e\u5b9f\u8df5\u4f8b\u3068\u3057\u3066\u3001\u30af\u30ea\u30c3\u30af\u7387\u304c35%\u5897\u52a0\u3057\u3001\u691c\u7d22\u9806\u4f4d\u304c8\u4f4d\u304b\u30892\u4f4d\u306b\u4e0a\u6607\u3059\u308b\ufffd\ufffd\u3044\u3046\u7d50\u679c\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5e83\u544a\u8cbb\u7528\u5bfe\u52b9\u679c\uff08ROAS\uff09\u304c\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

\u624b\u52d5\u5bfe\u5fdc\u3068\u306e\u6642\u9593\u30fb\u30b3\u30b9\u30c8\u6bd4\u8f03<\/strong><\/p>\n

\u624b\u52d5\u3067\u306e\u5e83\u544a\u7ba1\u7406\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001AdOptimizer\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u624b\u52d5\u3067\u306e\u7ba1\u7406\u3067\u306f1\u9031\u9593\u304b\u304b\u308b\u30bf\u30b9\u30af\u304c\u3001AdOptimizer\u3092\u7528\u3044\u308b\u3053\u3068\u30671\u65e5\u4ee5\u5185\u306b\u5b8c\u4e86\u3059\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5e83\u544a\u4e88\u7b97\u309230%\u524a\u6e1b\u3057\u306a\u304c\u3089\u3082\u3001\u5e83\u544a\u52b9\u679c\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u5931\u6557\u4e8b\u4f8b\u3068\u89e3\u6c7a\u7b56<\/h2>\n

\u5931\u6557\u4e8b\u4f8b1: \u76ee\u6a19\u306e\u5b9a\u7fa9\u304c\u4e0d\u5341\u5206<\/strong><\/p>\n

\u76ee\u6a19\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u306a\u3044\u307e\u307e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u958b\u59cb\u3057\u305f\u4f01\u696d\u304c\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u52b9\u679c\u3092\u6e2c\u5b9a\u3067\u304d\u305a\u3001\u6539\u5584\u306e\u65b9\u5411\u304c\u898b\u3048\u306a\u304f\u306a\u3063\u305f\u3068\u3044\u3046\u5931\u6557\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u89e3\u6c7a\u7b56\u306f\u3001\u5177\u4f53\u7684\u306a\u76ee\u6a19\u3092\u5b9a\u7fa9\u3057\u3001KPI\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u5931\u6557\u4e8b\u4f8b2: \u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u304c\u4e0d\u5341\u5206<\/strong><\/p>\n

\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u5931\u6557\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u304c\u6b63\u78ba\u3067\u306a\u3044\u305f\u3081\u306b\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u304c\u4e0b\u304c\u308b\u3068\u3044\u3046\u5931\u6557\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u89e3\u6c7a\u7b56\u306f\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u8a73\u7d30\u306b\u53ce\u96c6\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u7cbe\u5ea6\u826f\u304f\u884c\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u5931\u6557\u4e8b\u4f8b3: \u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u304c\u4e0d\u5341\u5206<\/strong><\/p>\n

\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u304c\u6b63\u78ba\u3067\u306a\u3044\u3068\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u5931\u6557\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u5b9a\u306e\u9867\u5ba2\u30b0\u30eb\u30fc\u30d7\u306b\u5bfe\u3057\u3066\u9069\u5207\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\u3057\u306a\u3044\u305f\u3081\u306b\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u52b9\u679c\u304c\u4f4e\u8ff7\u3059\u308b\u3068\u3044\u3046\u5931\u6557\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u89e3\u6c7a\u7b56\u306f\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u8a73\u7d30\u306b\u4f5c\u6210\u3057\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u7cbe\u5ea6\u826f\u304f\u884c\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u5931\u6557\u4e8b\u4f8b4: \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\ufffd\ufffd\u5316\u304c\u4e0d\u5341\u5206<\/strong><\/p>\n

\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\u52d5\u5316\u304c\u4e0d\u5341\u5206\u306a\u5834\u5408\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u5931\u6557\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002\u9867\u5ba2\u306e\u884c\u52d5\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308b\u30e1\u30fc\u30eb\u3084\u5e83\u544a\u304c\u9001\u4fe1\u3055\u308c\u305a\u3001\u9867\u5ba2\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u6563\u6f2b\u306b\u306a\u308b\u3068\u3044\u3046\u5931\u6557\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u89e3\u6c7a\u7b56\u306f\u3001\u9867\u5ba2\u306e\u884c\u52d5\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u5931\u6557\u4e8b\u4f8b5: \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u8abf\u6574\u304c\u4e0d\u5341\u5206<\/strong><\/p>\n

\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u5c55\u958b\u3057\u305f\u5f8c\u3001\u305d\u306e\u7d50\u679c\u3092\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8abf\u6574\u3057\u306a\u3044\u5834\u5408\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u5931\u6557\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u307e\u3059\u3002KPI\u3092\u76e3\u8996\u305b\u305a\u306b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u7d9a\u3051\u308b\u305f\u3081\u306b\u3001\u5e83\u544a\u8cbb\u7528\u5bfe\u52b9\u679c\uff08ROAS\uff09\u304c\u60aa\u5316\u3059\u308b\u3068\u3044\u3046\u5931\u6557\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u89e3\u6c7a\u7b56\u306f\u3001KPI\u3092\u5b9a\u7fa9\u3057\u3001\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u7af6\u5408\u3068\u306e\u5dee\u5225\u5316\u3068\u4e0a\u4f4d\u8868\u793a\u3092\u7dad\u6301\u3059\u308b\u6226\u7565<\/h2>\n

\u7af6\u5408\u30b5\u30a4\u30c8\u3068\u306e\u5dee\u5225\u5316\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n

\u7af6\u5408\u30b5\u30a4\u30c8\u3068\u306e\u5dee\u5225\u5316\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u5dee\u5225\u5316\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u72ec\u81ea\u306e\u30d6\u30e9\u30f3\u30c9\u30e1\u30c3\u30bb\u30fc\u30b8\u3084\u30b5\u30fc\u30d3\u30b9\u3001\u88fd\u54c1\u306e\u7279\u6027\u306a\u3069\u304b\u3089\u751f\u307e\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u7279\u5b9a\u306e\u696d\u754c\u306b\u7279\u5316\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u3001\u305d\u306e\u696d\u754c\u306e\u5c02\u9580\u77e5\u8b58\u3092\u3082\u3068\u306b\u5dee\u5225\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3067\u7d99\u7d9a\u7684\u306b\u4e0a\u4f4d\u8868\u793a\u3059\u308b\u305f\u3081\u306e\u9577\u671f\u6226\u7565<\/strong><\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3067\u7d99\u7d9a\u7684\u306b\u4e0a\u4f4d\u8868\u793a\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u9577\u671f\u7684\u306a\u6226\u7565\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u9867\u5ba2\u30cb\u30fc\u30ba\u306e\u5909\u5316\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6226\u7565\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u3053\u3068\u3067\u884c\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u5165\u5c65\u6b74\u3084\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u95b2\u89a7\u5c65\u6b74\u3092\u5206\u6790\u3057\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30bf\u30fc\u30b2\ufffd\ufffd\u30a3\u30f3\u30b0\u3092\u7cbe\u5ea6\u826f\u304f\u884c\u3046\u3053\u3068\u3067\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n

Q1: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3068\u306f\u4f55\u6545\u91cd\u8981\u3067\u3059\u304b\uff1f<\/strong><\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u81ea\u52d5\u5316\u3057\u3001\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3001\u58f2\u4e0a\u3092\u5897\u52a0\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001AI\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u304c\u3088\u308a\u9ad8\u5ea6\u306b\u306a\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u3088\u308a\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

Q2: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a\u4e88\u7b97\u306f\u3069\u306e\u304f\u3089\u3044\u3067\u3059\u304b\uff1f<\/strong><\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a\u4e88\u7b97\u306f\u3001\u4f7f\u7528\u3059\u308b\u30c4\u30fc\u30eb\u3084\u6a5f\u80fd\u3001\u4f01\u696d\u306e\u898f\u6a21\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u591a\u304f\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u30c4\u30fc\u30eb\u3067\u306f\u3001\u6708\u984d\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u30d7\u30e9\u30f3\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

Q3: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/strong><\/p>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\u52d5\u5316\u306b\u95a2\u3059\u308b\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002\u307e\u305f\u3001AI\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u81ea\u52d5\u5316\u304c\u3088\u308a\u9ad8\u5ea6\u306b\u306a\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u304c\u3088\u308a\u91cd\u8981\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

Q4: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3057\u305f\u4f01\u696d\u306e\u6210\u529f\u4f8b\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/strong><\/p>\n

\u306f\u3044\u3001\u30de\u30fc\ufffd\ufffd\ufffd\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3057\u305f\u4f01\u696d\u306e\u6210\u529f\u4f8b\u306f\u591a\u6570\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001AdOptimizer\u3092\u5c0e\u5165\u3057\u305f\u4f01\u696d\u3067\u306e\u5b9f\u8df5\u4f8b\u3068\u3057\u3066\u3001\u30af\u30ea\u30c3\u30af\u7387\u304c35%\u5897\u52a0\u3057\u3001\u691c\u7d22\u9806\u4f4d\u304c8\u4f4d\u304b\u30892\u4f4d\u306b\u4e0a\u6607\u3059\u308b\u3068\u3044\u3046\u7d50\u679c\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5e83\u544a\u8cbb\u7528\u5bfe\u52b9\u679c\uff08ROAS\uff09\u304c\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

Q5: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/p>\n

\u306f\u3044\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u3092\u5c0e\u5165\u3059\u308b\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u76ee\u6a19\u306e\u5b9a\u7fa9\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\u52d5\u5316\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u8abf\u6574\u3068\u3044\u3046\u30b9\u30c6\u30c3\u30d7\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u3053\u3068\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u81ea\u52d5\u5316\u3057\u3001\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u307e\u3068\u3081\u3068\u4eca\u3059\u3050\u3067\u304d\u308b\u30a2\u30af\u30b7\u30e7\u30f3<\/h2>\n

\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30aa\u30fc\u30c8\ufffd\ufffd\ufffd\u30fc\u30b7\u30e7\u30f3\uff08MA\uff09\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u3068\u5c0e\u5165\u52b9\u679c\u30fb\u6210\u529f\u306e\u6761\u4ef6\u3092\u89e3\u8aac\u306f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u81ea\u52d5\u5316\u3057\u3001\u52b9\u7387\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3001\u58f2\u4e0a\u3092\u5897\u52a0\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u76ee\u6a19\u306e\u5b9a\u7fa9\u3001\u9867\u5ba2\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u3001\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u306e\u4f5c\u6210\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u81ea\u52d5\u5316\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u76e3\u8996\u3068\u8abf\u6574\u3068\u3044\u3046\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u4eca\u3059\u3050\u53d6\u308c\u308b\u5177\u4f53\u7684\u306a\u30a2\u30af\u30b7\u30e7\u30f3<\/strong><\/p>\n

    \n
  • \u76ee\u6a19\u3092\u5b9a\u7fa9\u3057\u3001KPI\u3092\u8a2d\u5b9a\u3059\u308b<\/li>\n
  • \u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3059\u308b<\/li>\n
  • \u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0\u3092\u884c\u3046<\/li>\n
  • \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u81ea\u52d5\u5316\u3057\u3001\u9867\u5ba2\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u52b9\u7387\u5316\u3059\u308b<\/li>\n
  • KPI\u3092\u76e3\u8996\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u8abf\u6574\u3059\u308b<\/li>\n<\/ul>\n

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