{"id":376,"date":"2026-07-11T14:34:33","date_gmt":"2026-07-11T11:34:33","guid":{"rendered":"https:\/\/kadkon.net\/blog\/google-ai-ad-labeling-arbitrage-risks\/"},"modified":"2026-07-11T14:34:33","modified_gmt":"2026-07-11T11:34:33","slug":"google-ai-ad-labeling-arbitrage-risks","status":"publish","type":"post","link":"https:\/\/kadkon.net\/zh-hans\/blog\/google-ai-ad-labeling-arbitrage-risks\/","title":{"rendered":"Google\u6807\u8bb0AI\u5e7f\u544a\uff1a\u201chow this ad was made\u201d\u6807\u7b7e\u5982\u4f55\u6539\u53d8\u521b\u610f\u3001\u70b9\u51fb\u7387\u548c\u5957\u5229\u98ce\u9669"},"content":{"rendered":"<div class=\"kadkon-article-content\">\n<h2 id=\"googleai\">\u4e8b\u4ef6\u80cc\u666f\uff1aGoogle\u63a8\u51fa\u5f3a\u5236AI\u5e7f\u544a\u6807\u8bb0<\/h2>\n<p>\u81ea2026\u5e747\u67089\u65e5\u8d77\uff0cGoogle\u5c06\u9010\u6b65\u5728\u5e7f\u544a\u4fe1\u606f\u9762\u677f\u4e2d\u5f15\u5165\u65b0\u6807\u7b7e\u2014\u2014\u201cHow this ad was made\u201d\uff08\u6b64\u5e7f\u544a\u7684\u5236\u4f5c\u65b9\u5f0f\uff09\u3002\u73b0\u5728\uff0c\u5f53\u7528\u6237\u70b9\u51fbGoogle Ads\u5e7f\u544a\u65c1\u8fb9\u7684\u4fe1\u606f\u56fe\u6807\u65f6\uff0c\u5c06\u770b\u5230\u4e00\u4e2a\u5355\u72ec\u7684\u9009\u9879\uff0c\u6307\u793a\u8be5\u521b\u610f\u662f\u5426\u4f7f\u7528\u751f\u6210\u5f0fAI\u521b\u5efa\u6216\u7f16\u8f91\u3002\u8fd9\u65e2\u9002\u7528\u4e8e\u4f7f\u7528Google\u751f\u6210\u5de5\u5177\u7684Performance Max\uff0c\u4e5f\u9002\u7528\u4e8e\u5e7f\u544a\u4e3b\u4e0a\u4f20\u7684\u7b2c\u4e09\u65b9\u521b\u610f\u3002<\/p>\n<p>\u5bf9\u4e8e\u5957\u5229\u8005\u548c\u5a92\u4ecb\u91c7\u8d2d\u5458\u6765\u8bf4\uff0c\u8fd9\u7edd\u975e\u8868\u9762\u6587\u7ae0\u3002\u8be5\u6807\u7b7e\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u5bf9\u5e7f\u544a\u7684\u4fe1\u4efb\u5ea6\uff0c\u53ef\u80fd\u964d\u4f4e\u654f\u611f\u5782\u76f4\u9886\u57df\u7684\u70b9\u51fb\u7387\uff08CTR\uff09\uff0c\u5e76\u5728\u6269\u5c55\u5e7f\u544a\u7cfb\u5217\u65f6\u589e\u52a0\u4e86\u4e00\u5c42\u9700\u8981\u8003\u8651\u7684\u5408\u89c4\u8981\u6c42\u3002\u53d7\u6253\u51fb\u6700\u5927\u7684\u662f\u90a3\u4e9b\u5c06\u521b\u610f\u201c\u771f\u5b9e\u6027\u201d\u4f5c\u4e3a\u4ef7\u503c\u4e3b\u5f20\u4e00\u90e8\u5206\u7684\u5229\u57fa\u5e02\u573a\uff1aNutra\uff08\u8425\u517b\u54c1\uff09\u3001\u91d1\u878d\u79d1\u6280\u3001\u52a0\u5bc6\u8d27\u5e01\u4ee5\u53ca\u4f7f\u7528\u771f\u5b9e\u5546\u54c1\u7167\u7247\u7684\u767d\u5e3d\u7535\u5546\u3002<\/p>\n<h2 id=\"\">\u6807\u8bb0\u673a\u5236\u5982\u4f55\u8fd0\u4f5c<\/h2>\n<p>Google\u5f15\u5165\u4e86\u4e24\u79cd\u6807\u8bb0\u9014\u5f84\uff1a<\/p>\n<p><strong>\u81ea\u52a8\u6807\u8bb0\u3002<\/strong>\u5f53\u5e7f\u544a\u4e3b\u4f7f\u7528Google Ads\u81ea\u5e26\u7684\u751f\u6210\u5de5\u5177\uff08\u4f8b\u5982Performance Max\u4e2d\u7684\u56fe\u50cf\u751f\u6210\u3001\u641c\u7d22\u5e7f\u544a\u7684AI\u6587\u672c\u3001\u901a\u8fc7Magic Editor\u8fdb\u884c\u7f16\u8f91\uff09\u65f6\uff0c\u6807\u7b7e\u4f1a\u81ea\u52a8\u5f00\u542f\u3002\u65e0\u6cd5\u5c06\u5176\u5173\u95ed\u2014\u2014\u8fd9\u662fGoogle\u5e73\u53f0\u653f\u7b56\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p><strong>\u624b\u52a8\u6807\u8bb0\u3002<\/strong>\u5982\u679c\u521b\u610f\u662f\u5728\u5916\u90e8\u5de5\u5177\uff08\u5982Midjourney\u3001DALL-E\u3001Stable Diffusion\u3001Canva AI\u3001Adobe Firefly\uff09\u4e2d\u521b\u5efa\u7684\uff0c\u5e76\u4f5c\u4e3a\u5e38\u89c4\u8d44\u4ea7\u4e0a\u4f20\u5230Google 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decoding=\"async\" src=\"https:\/\/kadkon.net\/wp-content\/uploads\/2026\/07\/inline-7.png\" alt=\"\u56fe\u8868\uff1a\u4e24\u4e2a\u521b\u610f\u6d41\u6c34\u7ebf\u2014\u2014AI\u548c\u4eba\u5de5\u2014\u2014\u5212\u5206\u5230\u4e0d\u540c\u5782\u76f4\u9886\u57df\u5e76\u8fdb\u884cA\/B\u6d4b\u8bd5\"\/><figcaption>\u5c06AI\u548c\u4eba\u5de5\u521b\u610f\u6d41\u5206\u5f00\u53ef\u964d\u4f4e\u654f\u611f\u5782\u76f4\u9886\u57dfCTR\u4e0b\u964d\u548c\u8d26\u53f7\u88ab\u5c01\u7684\u98ce\u9669<\/figcaption><\/figure>\n<h2 id=\"-1\">\u54ea\u4e9b\u521b\u610f\u9700\u8981\u6807\u8bb0<\/h2>\n<p>\u5e76\u975e\u6bcf\u4e2aAI\u5de5\u5177\u90fd\u9700\u8981\u6807\u8bb0\u3002Google\u533a\u5206\u4e86\u4ee5\u4e0b\u51e0\u79cd\u60c5\u51b5\uff1a<\/p>\n<ul>\n<li><strong>\u751f\u6210\u5f0fAI\u521b\u4f5c<\/strong>\u2014\u2014\u5fc5\u987b\u6807\u8bb0\u3002\u8fd9\u5305\u62ec\u4ece\u6587\u672c\u63d0\u793a\u751f\u6210\u7684\u56fe\u50cf\u3001AI\u80cc\u666f\u6269\u5c55\u3001\u66ff\u6362\u7167\u7247\u4e2d\u7684\u5bf9\u8c61\u3001\u751f\u6210\u6587\u672c\u53d8\u4f53\u3002<\/li>\n<li><strong>AI\u4f18\u5316<\/strong>\u2014\u2014\u65e0\u9700\u6807\u8bb0\u3002\u81ea\u52a8\u51fa\u4ef7\u3001Smart Bidding\u3001Response Searcher 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Max\u4e2d\uff0cAI\u80cc\u666f\u548c\u5546\u54c1\u5e03\u5c40\u662f\u5e38\u6001\u3002\u8be5\u6807\u7b7e\u4e0d\u592a\u53ef\u80fd\u5bf9CTR\u9020\u6210\u91cd\u5927\u6253\u51fb\uff0c\u56e0\u4e3a\u7528\u6237\u5df2\u7ecf\u4e60\u60ef\u4e86\u201c\u5f71\u68da\u7ea7\u201d\u7684\u5546\u54c1\u7167\u7247\u3002<\/p>\n<p><strong>\u5e7f\u6cdb\u5b9a\u4f4d\u7684\u6b63\u9762\u60c5\u51b5\u3002<\/strong>\u5728\u67d0\u4e9b\u53d7\u4f17\u7fa4\u4f53\u4e2d\uff0c\u201cAI\u589e\u5f3a\u201d\u6807\u7b7e\u53ef\u80fd\u4f1a\u88ab\u89c6\u4e3a\u54c1\u724c\u7684\u6280\u672f\u5148\u8fdb\u6027\u548c\u73b0\u4ee3\u611f\u3002\u5c24\u5176\u662f\u5bf9\u4e8eZ\u4e16\u4ee3\u548c\u7cbe\u901a\u6280\u672f\u7684\u53d7\u4f17\u3002<\/p>\n<p>\u5b9e\u8df5\u7ed3\u8bba\uff1a\u6548\u679c\u53d6\u51b3\u4e8e\u5782\u76f4\u9886\u57df\u3001\u53d7\u4f17\u4ee5\u53ca\u521b\u610f\u770b\u8d77\u6765\u6709\u591a\u201c\u865a\u5047\u201d\u3002\u5982\u679cAI\u7167\u7247\u660e\u663e\u4e0d\u771f\u5b9e\u2014\u2014\u6807\u7b7e\u4f1a\u52a0\u5267\u8d1f\u9762\u611f\u77e5\u3002\u5982\u679cAI\u4ec5\u7528\u4e8e\u6da6\u8272\u2014\u2014\u6807\u7b7e\u53ef\u80fd\u662f\u4e2d\u6027\u7684\u3002<\/p>\n<h2 id=\"-2\">\u5957\u5229\u5e7f\u544a\u7cfb\u5217\u7684\u98ce\u9669<\/h2>\n<h3 id=\"1ai\">\u98ce\u96691\uff1a\u9690\u7792AI\u751f\u6210 \u2192 \u8d26\u53f7\u88ab\u5c01<\/h3>\n<p>\u4e3b\u8981\u98ce\u9669\u4e0d\u662fCTR\u4e0b\u964d\uff0c\u800c\u662f\u5408\u89c4\u95ee\u9898\u3002\u5982\u679c\u4f60\u4e0a\u4f20\u4e86AI\u751f\u6210\u7684\u521b\u610f\u4e14\u672a\u5c06\u5176\u6807\u8bb0\u4e3aAI\uff0c\u800cGoogle\u53d1\u73b0\u4e86\u8fd9\u4e00\u70b9\uff08\u901a\u8fc7\u7528\u6237\u6295\u8bc9\u3001\u81ea\u52a8\u5ba1\u6838\u6216\u4eba\u5de5\u68c0\u67e5\uff09\uff0c\u540e\u679c\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u8b66\u544a\u5e76\u8981\u6c42\u6574\u6539<\/li>\n<li>\u5e7f\u544a\u88ab\u62d2<\/li>\n<li>\u518d\u6b21\u8fdd\u89c4\u2014\u2014\u6682\u505c\u8d26\u53f7<\/li>\n<li>\u5728\u4ee3\u7406MCC\u4e2d\u2014\u2014\u5347\u7ea7\u5230\u6574\u4e2aMCC<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u901a\u8fc7\u767d\u5e3d\u4ee3\u7406\u4f7f\u7528\u540e\u4ed8\u9884\u7b97\u8dd1\u91cf\u7684\u5957\u5229\u8005\u6765\u8bf4\uff0cMCC\u88ab\u5c01\u610f\u5473\u7740\u8d44\u91d1\u5468\u8f6c\u88ab\u51bb\u7ed3\u6570\u5468\u3002<\/p>\n<h3 id=\"2geo\">\u98ce\u96692\uff1aGEO\u4e0d\u5339\u914d<\/h3>\n<p>Google\u6307\u51fa\uff0c\u5728\u67d0\u4e9b\u5e02\u573a\uff0cAI\u6807\u7b7e\u53ef\u80fd\u53d7\u5f53\u5730\u6cd5\u5f8b\u5f3a\u5236\u8981\u6c42\u3002\u8fd9\u610f\u5473\u7740\u540c\u4e00\u4e2a\u521b\u610f\u5728\u4e00\u4e2a\u56fd\u5bb6\u5c55\u793a\u65f6\u6ca1\u6709\u6807\u7b7e\uff0c\u800c\u5728\u53e6\u4e00\u4e2a\u56fd\u5bb6\u5219\u662f\u5f3a\u5236\u6027\u7684\u3002\u5bf9\u4e8e\u901a\u8fc7\u4e00\u4e2a\u5e7f\u544a\u7cfb\u5217\u5411\u591a\u4e2aGEO\u6295\u653e\u7684\u5957\u5229\u8005\u6765\u8bf4\uff0c\u8fd9\u4f1a\u9020\u6210\uff1a<\/p>\n<ul>\n<li>\u5404\u56fd\u7684CTR\u4e0d\u53ef\u9884\u6d4b<\/li>\n<li>\u8fdd\u53cd\u5f53\u5730\u6cd5\u5f8b\u7684\u98ce\u9669<\/li>\n<li>A\/B\u6d4b\u8bd5\u56f0\u96be\u2014\u2014\u6765\u81ea\u4e0d\u540cGEO\u7684\u7ed3\u679c\u65e0\u6cd5\u6bd4\u8f83<\/li>\n<\/ul>\n<h3 id=\"3\">\u98ce\u96693\uff1a\u5de5\u4f5c\u65b9\u6cd5\u4fe1\u606f\u6cc4\u9732<\/h3>\n<p>\u5bf9\u4e8e\u5957\u5229\u8005\u6765\u8bf4\uff0c\u201c\u7531AI\u5236\u4f5c\u201d\u6807\u7b7e\u7b49\u4e8e\u62ab\u9732\u4e86\u90e8\u5206\u65b9\u6cd5\u8bba\u3002\u7ade\u4e89\u5bf9\u624b\u53ef\u4ee5\u770b\u5230\u54ea\u4e9b\u5e7f\u544a\u662f\u751f\u6210\u7684\uff0c\u5e76\u53ef\u4ee5\u590d\u5236\u8fd9\u79cd\u65b9\u6cd5\u3002\u5728\u521b\u610f\u5feb\u901f\u88ab\u590d\u5236\u7684\u5782\u76f4\u9886\u57df\uff08Nutra\u3001\u535a\u5f69\uff09\uff0c\u8fd9\u4f1a\u52a0\u901f\u8dd1\u91cf\u7ec4\u5408\u7684\u5931\u6548\u3002<\/p>\n<h2 id=\"google\">\u76d1\u7ba1\u80cc\u666f\uff1aGoogle\u4e3a\u4f55\u5728\u6b64\u65f6\u91c7\u53d6\u884c\u52a8<\/h2>\n<p>\u63a8\u51faAI\u6807\u7b7e\u5e76\u975eGoogle\u7684\u4e3b\u52a8\u5021\u8bae\uff0c\u800c\u662f\u5bf9\u76d1\u7ba1\u538b\u529b\u7684\u53cd\u5e94\u3002\u6b27\u76df\u901a\u8fc7\u300aAI\u6cd5\u6848\u300b\u8981\u6c42\u5bf9AI\u751f\u6210\u7684\u5185\u5bb9\u8fdb\u884c\u6807\u8bb0\u3002\u5728\u7f8e\u56fd\uff0cFTC\u5df2\u7ecf\u56e0\u5e7f\u544a\u4e2d\u865a\u5047\u7684AI\u58f0\u660e\u5bf9\u51e0\u5bb6\u516c\u53f8\u5904\u4ee5\u7f5a\u6b3e\u3002\u5df4\u897f\u3001\u5370\u5ea6\u548c\u4e1c\u5357\u4e9a\u6b63\u5728\u5236\u5b9a\u5404\u81ea\u7684\u89c4\u5219\u3002<\/p>\n<p>Google\u9009\u62e9\u4e86\u4e00\u79cd\u5148\u53d1\u5236\u4eba\u7684\u7b56\u7565\uff1a\u5728\u5206\u6563\u7684\u76d1\u7ba1\u673a\u6784\u5f00\u59cb\u89c4\u5b9a\u683c\u5f0f\u4e4b\u524d\uff0c\u5148\u5728\u5168\u7403\u8303\u56f4\u5185\u5f15\u5165\u8be5\u6807\u7b7e\u3002\u5bf9\u4e8e\u5e7f\u544a\u4e3b\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u6807\u7b7e\u4f1a\u4e0d\u65ad\u6f14\u8fdb\u2014\u2014\u4eca\u5929\u7b80\u5355\u7684\u201chow this ad was made\u201d\u8868\u8ff0\uff0c\u4e00\u5e74\u540e\u53ef\u80fd\u4f1a\u53d8\u6210\u8be6\u7ec6\u7684\u62ab\u9732\uff0c\u5305\u62ec\u4f7f\u7528\u7684\u6a21\u578b\u3001\u63d0\u793a\u8bcd\u548c\u7f16\u8f91\u7a0b\u5ea6\u3002<\/p>\n<p>\u5bf9\u4e8e\u5728\u6b27\u76df\u548c\u7f8e\u56fdGEO\u5de5\u4f5c\u7684\u5957\u5229\u8005\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\uff1a\u5fc5\u987b\u73b0\u5728\u5c31\u5efa\u7acb\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u7b49\u5f85\u76d1\u7ba1\u6536\u7d27\u3002<\/p>\n<h2 id=\"-3\">\u9002\u5e94\u7b56\u7565\uff1a\u5a92\u4ecb\u91c7\u8d2d\u5458\u8be5\u600e\u4e48\u505a<\/h2>\n<h3 id=\"1\">\u7b56\u75651\uff1a\u5206\u79bb\u521b\u610f\u6d41<\/h3>\n<p>\u521b\u5efa\u4e24\u4e2a\u521b\u610f\u6d41\u6c34\u7ebf\uff1a<\/p>\n<ul>\n<li><strong>AI\u6d41\u6c34\u7ebf<\/strong>\u2014\u2014\u7528\u4e8ePerformance Max\u3001\u5e7f\u6cdb\u5b9a\u4f4d\u3001Google\u5c55\u793a\u5e7f\u544a\u7b49\u6807\u7b7e\u4e2d\u6027\u6216\u6b63\u9762\u7684\u5730\u65b9\u3002\u4f7f\u7528Google\u7684\u751f\u6210\u5de5\u5177\uff0c\u4ee5\u4fbf\u81ea\u52a8\u5f00\u542f\u6807\u7b7e\uff0c\u4ece\u800c\u907f\u514d\u624b\u52a8\u6807\u8bb0\u5e26\u6765\u7684\u98ce\u9669\u3002<\/li>\n<li><strong>\u4eba\u5de5\u6d41\u6c34\u7ebf<\/strong>\u2014\u2014\u7528\u4e8e\u654f\u611f\u5782\u76f4\u9886\u57df\uff08Nutra\u3001\u91d1\u878d\u79d1\u6280\u3001\u52a0\u5bc6\u8d27\u5e01\u3001\u6cd5\u5f8b\u670d\u52a1\uff09\u3002\u771f\u5b9e\u7167\u7247\u3001\u624b\u52a8\u62cd\u6444\u3001\u5177\u6709\u6b63\u786e\u8bb8\u53ef\u7684\u56fe\u5e93\u56fe\u7247\u3002\u4e0d\u8fdb\u884cAI\u7f16\u8f91\u2014\u2014\u6216\u4ec5\u8fdb\u884c\u4e0d\u9700\u8981\u6807\u8bb0\u7684\u6781\u5c11\u91cf\u7f16\u8f91\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u6210\u672c\u66f4\u9ad8\uff0c\u4f46\u80fd\u964d\u4f4e\u5173\u952e\u5e7f\u544a\u7cfb\u5217\u88ab\u5c01\u548cCTR\u4e0b\u964d\u7684\u98ce\u9669\u3002<\/p>\n<h3 id=\"2\">\u7b56\u75652\uff1a\u672c\u5730\u6807\u8bb0\u800c\u975e\u5168\u5c40\u9690\u7792<\/h3>\n<p>\u5982\u679c\u4f60\u5411\u591a\u4e2aGEO\u6295\u653e\uff0c\u8bf7\u6839\u636e\u56fd\u5bb6\u5bf9AI\u6807\u8bb0\u7684\u4e0d\u540c\u8981\u6c42\u6309\u56fd\u5bb6\/\u5730\u533a\u62c6\u5206\u5e7f\u544a\u7cfb\u5217\u3002\u5bf9\u4e8e\u6b27\u76df\u5e7f\u544a\u7cfb\u5217\uff0c\u4ec5\u4f7f\u7528\u7eaf\u51c0\u6216\u6b63\u786e\u6807\u8bb0\u7684\u521b\u610f\u3002\u5bf9\u4e8e\u76d1\u7ba1\u5bbd\u677e\u7684GEO\uff08\u62c9\u4e01\u7f8e\u6d32\u3001\u90e8\u5206\u4e9a\u6d32\u5730\u533a\uff09\uff0c\u53ef\u4ee5\u66f4\u5927\u80c6\u5730\u4f7f\u7528AI\u751f\u6210\u3002<\/p>\n<h3 id=\"3ctr\">\u7b56\u75653\uff1a\u6d4b\u8bd5\u6807\u7b7e\u5bf9CTR\u7684\u5f71\u54cd<\/h3>\n<p>\u542f\u52a8\u5e76\u884cA\/B\u6d4b\u8bd5\uff1a<\/p>\n<ul>\n<li>\u521b\u610fA\uff1aAI\u751f\u6210\uff0c\u5df2\u6807\u8bb0<\/li>\n<li>\u521b\u610fB\uff1a\u6784\u56fe\u76f8\u4f3c\uff0c\u4f46\u6765\u81ea\u56fe\u5e93\u6216\u624b\u52a8\u62cd\u6444\uff0c\u65e0\u6807\u7b7e<\/li>\n<\/ul>\n<p>\u6bd4\u8f83CTR\u3001CPC\u548c\u8f6c\u5316\u7387\u3002\u7ecf\u8fc77-14\u5929\uff0c\u4f60\u5c06\u83b7\u5f97\u5173\u4e8e\u6807\u7b7e\u5728\u4f60\u6240\u5728\u5782\u76f4\u9886\u57df\u5b9e\u9645\u5f71\u54cd\u7684\u6570\u636e\u3002\u4e0d\u8981\u4f9d\u8d56\u603b\u4f53\u9884\u6d4b\u2014\u2014\u6548\u679c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u5177\u4f53\u7684Offer\u548c\u53d7\u4f17\u3002<\/p>\n<h2 id=\"-4\">\u4e0d\u8981\u505a\u7684\u4e8b<\/h2>\n<ul>\n<li><strong>\u4e0d\u8981\u5ffd\u89c6\u6807\u7b7e\u3002<\/strong>\u201c\u7b49Google\u81ea\u5df1\u89e3\u51b3\u201d\u662f\u4e2a\u7cdf\u7cd5\u7684\u7b56\u7565\u3002\u7b2c\u4e00\u6279\u7f5a\u6b3e\u548c\u5e7f\u544a\u62d2\u6279\u73b0\u5728\u5c31\u5df2\u7ecf\u53d1\u751f\u4e86\u3002<\/li>\n<li><strong>\u4e0d\u8981\u5c06\u6240\u6709\u5185\u5bb9\u90fd\u6807\u8bb0\u4e3aAI\u3002<\/strong>\u8fc7\u5ea6\u6807\u8bb0\u4e5f\u6709\u5bb3\u3002\u5982\u679c\u521b\u610f\u662f\u8bbe\u8ba1\u5e08\u7684\u624b\u5de5\u52b3\u52a8\uff0c\u6807\u8bb0\u4e3a\u201cAI\u201d\u4f1a\u4e0d\u5fc5\u8981\u5730\u964d\u4f4e\u4fe1\u4efb\u5ea6\u3002<\/li>\n<li><strong>\u4e0d\u8981\u4f9d\u8d56\u201cGoogle\u4e0d\u68c0\u67e5\u201d\u3002<\/strong>\u662f\u7684\uff0cGoogle\u4e0d\u626b\u63cf\u4e0a\u4f20\u8d44\u4ea7\u7684AI\u6765\u6e90\u3002\u4f46\u7528\u6237\u6295\u8bc9\u548c\u7ade\u4e89\u5bf9\u624b\u4e3e\u62a5\u4f1a\u89e6\u53d1\u4eba\u5de5\u5ba1\u6838\u3002<\/li>\n<li><strong>\u4e0d\u8981\u5bf9\u6240\u6709\u5782\u76f4\u9886\u57df\u4f7f\u7528\u540c\u4e00\u4e2a\u521b\u610f\u6d41\u3002<\/strong>\u5728\u7535\u5546\u4e2d\u6709\u6548\u7684AI\u521b\u610f\u53ef\u80fd\u4f1a\u627c\u6740Nutra\u4e2d\u7684\u8f6c\u5316\u7387\u3002<\/li>\n<\/ul>\n<section class=\"kadkon-checklist\">\n<h2>\u6e05\u5355\uff1a\u4e3aAI\u6807\u7b7e\u51c6\u5907\u5e7f\u544a\u7cfb\u5217<\/h2>\n<ul>\n<li>\u5ba1\u6838\u6240\u6709\u6d3b\u8dc3\u521b\u610f\uff1a\u786e\u5b9a\u54ea\u4e9b\u4f7f\u7528\u4e86AI\u751f\u6210\u5de5\u5177<\/li>\n<li>\u5c06\u4e0d\u540c\u5782\u76f4\u9886\u57df\u7684\u521b\u610f\u6d41\u6c34\u7ebf\u5206\u4e3aAI\u548c\u4eba\u5de5<\/li>\n<li>\u4e3a\u5728\u5916\u90e8AI\u5de5\u5177\u4e2d\u521b\u5efa\u7684\u521b\u610f\u8bbe\u7f6e\u624b\u52a8\u6807\u8bb0<\/li>\n<li>A\/B\u6d4b\u8bd5\uff1a\u5728\u540c\u4e00\u53d7\u4f17\u4e2d\u5bf9\u6bd4\u5e26\u6807\u7b7e\u7684AI\u521b\u610f\u4e0e\u65e0\u6807\u7b7e\u7684\u4eba\u5de5\u521b\u610f<\/li>\n<li>\u68c0\u67e5GEO\u5e7f\u544a\u7cfb\u5217\u662f\u5426\u7b26\u5408\u5f53\u5730AI\u62ab\u9732\u8981\u6c42<\/li>\n<li>\u56e2\u961f\u6307\u5357\uff1aAI\u7f16\u8f91\u4f55\u65f6\u9700\u8981\u6807\u8bb0\u3001\u4f55\u65f6\u4e0d\u9700\u8981\u7684\u6807\u51c6<\/li>\n<\/ul>\n<\/section>\n<h2 id=\"performancemax\">\u8fd9\u4e0ePerformance Max\u6709\u4f55\u5173\u8054<\/h2>\n<p>Performance Max\u662f\u5957\u5229\u8005\u9047\u5230AI\u6807\u7b7e\u7684\u4e3b\u8981\u573a\u666f\u3002Google\u5728PMax\u5185\u90e8\u79ef\u6781\u63a8\u5e7f\u751f\u6210\u5de5\u5177\uff1a\u751f\u6210\u56fe\u50cf\u3001\u6587\u672c\u6807\u9898\u3001\u6269\u5c55\u5546\u54c1\u7167\u7247\u80cc\u666f\u3002\u6240\u6709\u8fd9\u4e9b\u90fd\u5df2\u81ea\u52a8\u6807\u8bb0\u3002<\/p>\n<p>\u95ee\u9898\u662f\uff1a\u8fd9\u4f1a\u964d\u4f4ePMax\u5e7f\u544a\u7cfb\u5217\u7684\u6548\u7387\u5417\uff1f\u76ee\u524d\u8fd8\u6ca1\u6709\u5927\u91cf\u6570\u636e\uff0c\u4f46\u903b\u8f91\u8868\u660e\uff1a<\/p>\n<ul>\n<li>\u5bf9\u4e8e\u5e26\u6709AI\u751f\u6210\u80cc\u666f\u7684\u7535\u5546PMax\u2014\u2014\u4e2d\u6027\uff0c\u7528\u6237\u5df2\u4e60\u60ef<\/li>\n<li>\u5bf9\u4e8e\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1PMax\uff08Nutra\u3001\u91d1\u878d\u79d1\u6280\uff09\u2014\u2014\u6f5c\u5728\u8d1f\u9762\uff0c\u6807\u7b7e\u964d\u4f4e\u4fe1\u4efb\u5ea6<\/li>\n<li>\u5bf9\u4e8e\u54c1\u724c\u77e5\u540d\u5ea6PMax\u2014\u2014\u53d6\u51b3\u4e8e\u54c1\u724c\uff0c\u77e5\u540d\u54c1\u724c\u53d7\u5f71\u54cd\u8f83\u5c0f<\/li>\n<\/ul>\n<p>\u5efa\u8bae\uff1a\u5bf9\u4e8e\u654f\u611f\u5782\u76f4\u9886\u57df\u7684\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1PMax\uff0c\u8bf7\u5173\u95ed\u751f\u6210\u8d44\u4ea7\u5e76\u4ec5\u4f7f\u7528\u4e0a\u4f20\u7684\u4eba\u5de5\u521b\u610f\u3002\u662f\u7684\uff0c\u8fd9\u4f1a\u51cf\u5c11\u591a\u6837\u6027\u2014\u2014\u4f46\u4f1a\u964d\u4f4eCTR\u548c\u4fe1\u4efb\u5ea6\u4e0b\u964d\u7684\u98ce\u9669\u3002<\/p>\n<h2 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class=\"kadkon-faq\">\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<details>\n<summary>Google\u4f1a\u68c0\u67e5\u521b\u610f\u662f\u5426\u771f\u7684\u662f\u7531AI\u521b\u5efa\u7684\u5417\uff1f<\/summary>\n<p>\u4e0d\u4f1a\uff0cGoogle\u4e0d\u626b\u63cf\u4e0a\u4f20\u8d44\u4ea7\u7684AI\u6765\u6e90\u3002\u4f46\u5728\u6536\u5230\u7528\u6237\u6216\u7ade\u4e89\u5bf9\u624b\u6295\u8bc9\u65f6\uff0c\u4f1a\u89e6\u53d1\u4eba\u5de5\u5ba1\u6838\uff0c\u9690\u7792AI\u751f\u6210\u884c\u4e3a\u53ef\u80fd\u5bfc\u81f4\u8d26\u53f7\u88ab\u5c01\u3002<\/p>\n<\/details>\n<details>\n<summary>\u5982\u679c\u4e0d\u5c06AI\u521b\u610f\u6807\u8bb0\u4e3a\u751f\u6210\u7684\u4f1a\u600e\u6837\uff1f<\/summary>\n<p>\u9996\u6b21\u8fdd\u89c4\u2014\u2014\u8b66\u544a\u5e76\u62d2\u6279\u5e7f\u544a\u3002\u591a\u6b21\u8fdd\u89c4\u2014\u2014\u6682\u505c\u8d26\u53f7\u3002\u5728\u4ee3\u7406MCC\u8d26\u53f7\u4e2d\uff0c\u5347\u7ea7\u53ef\u80fd\u4f1a\u6ce2\u53ca\u6574\u4e2aMCC\u3002<\/p>\n<\/details>\n<details>\n<summary>AI\u6807\u7b7e\u4f1a\u5f71\u54cd\u5e7f\u544a\u8bc4\u7ea7\u6216\u7ade\u4ef7\u5417\uff1f<\/summary>\n<p>Google\u8868\u793a\u8be5\u6807\u7b7e\u4e0d\u4f1a\u76f4\u63a5\u5f71\u54cd\u8d28\u91cf\u5f97\u5206\u6216\u7ade\u4ef7\u3002\u4f46\u901a\u8fc7CTR\u4ea7\u751f\u7684\u95f4\u63a5\u5f71\u54cd\u53ef\u80fd\u5f88\u5927\uff0c\u5982\u679c\u7528\u6237\u70b9\u51fb\u5e26\u6807\u7b7e\u5e7f\u544a\u7684\u9891\u7387\u964d\u4f4e\u7684\u8bdd\u3002<\/p>\n<\/details>\n<details>\n<summary>\u641c\u7d22\u5e7f\u544a\u4e2d\u7684AI\u6587\u672c\u9700\u8981\u6807\u8bb0\u5417\uff1f<\/summary>\n<p>\u662f\u7684\uff0c\u5982\u679c\u6587\u672c\u662f\u901a\u8fc7Google Ads\u751f\u6210\u5de5\u5177\u751f\u6210\u7684\u2014\u2014\u6807\u7b7e\u4f1a\u81ea\u52a8\u5f00\u542f\u3002\u5982\u679c\u4f60\u5728ChatGPT\u4e2d\u7f16\u5199\u6587\u672c\u5e76\u590d\u5236\u5230Google Ads\u2014\u2014\u5219\u9700\u8981\u624b\u52a8\u6807\u8bb0\uff0c\u4f46\u5728\u5b9e\u8df5\u4e2d\u8fd9\u51e0\u4e4e\u65e0\u6cd5\u8ffd\u8e2a\u3002<\/p>\n<\/details>\n<details>\n<summary>\u8be5\u6807\u7b7e\u5728\u4e0d\u540c\u56fd\u5bb6\u5982\u4f55\u8fd0\u4f5c\uff1f<\/summary>\n<p>Google\u5728\u5168\u7403\u8303\u56f4\u5185\u5e94\u7528\u8be5\u6807\u7b7e\uff0c\u4f46\u5728\u67d0\u4e9b\u5e02\u573a\uff08\u5982\u6b27\u76df\uff09\uff0c\u6807\u8bb0\u53ef\u80fd\u662f\u5f53\u5730\u6cd5\u5f8b\u5f3a\u5236\u8981\u6c42\u7684\u3002\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6807\u7b7e\u7684\u683c\u5f0f\u548c\u5185\u5bb9\u53ef\u80fd\u6709\u6240\u4e0d\u540c\u3002\u5bf9\u4e8e\u591aGEO\u5e7f\u544a\u7cfb\u5217\uff0c\u8bf7\u6309\u56fd\u5bb6\/\u5730\u533a\u62c6\u5206\u5e7f\u544a\u7cfb\u5217\u3002<\/p>\n<\/details>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3Google\u5f3a\u5236AI\u5e7f\u544a\u6807\u7b7e\u201chow this ad was 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