{"id":6729,"date":"2025-12-17T15:56:33","date_gmt":"2025-12-17T07:56:33","guid":{"rendered":"https:\/\/www.youfind.hk\/cn\/?p=6729"},"modified":"2025-12-17T16:13:56","modified_gmt":"2025-12-17T08:13:56","slug":"ga4-data-ai-overviews-conversions","status":"publish","type":"post","link":"https:\/\/www.youfind.hk\/cn\/blog\/ga4-data-ai-overviews-conversions.html","title":{"rendered":"\u5982\u4f55\u5229\u7528 GA4 \u6570\u636e\u8d62\u5f97 Google AI \u603b\u89c8\u5f15\u7528\uff0c\u63d0\u9ad8\u6700\u5927\u5316\u8f6c\u5316\u7387"},"content":{"rendered":"\n
\"20251217155007244\"<\/figure>\n\n\n\n

AIPO \u5f15\u7528\u6307\u4ee4\u4e0e\u6570\u636e\u9a71\u52a8\u7684\u6218\u7565\u4efb\u52a1<\/h3>\n\n\n\n

\u6570\u4f4d\u7b56\u7565\u683c\u5c40\u6b63\u7ecf\u5386\u4e00\u573a\u6df1\u523b\u7684\u8f6c\u53d8\u3002\u8fc7\u5f80\uff0c\u4f20\u7edf\u7684\u641c\u5bfb\u5f15\u64ce\u4f18\u5316<\/a> (SEO) \u4e13\u6ce8\u4e8e\u6392\u540d\u4e0e\u6d41\u91cf\u6570\u91cf\uff0c\u7136\u800c\uff0c\u968f\u7740 Google AI <\/a>\u603b\u89c8 (AI Overviews) \u7684\u63a8\u51fa\uff0c\u5e02\u573a\u5bf9\u54c1\u724c\u7684\u9700\u6c42\u5df2\u8f6c\u5411\u6574\u5408\u7684 AI \u5e73\u53f0\u4f18\u5316<\/a> (AIPO) \u4e0e\u8f6c\u5316\u7387\u4f18\u5316 (CRO) \u6a21\u578b\u3002\u5176\u6838\u5fc3\u76ee\u6807\u5728\u4e8e\u8d62\u5f97 AI \u7cfb\u7edf\u7684\u5f15\u7528\u6743\u5a01\uff0c\u5e76\u6700\u5927\u5316\u8f6c\u5316\u6548\u7387\u3002<\/p>\n\n\n\n

\u5f53\u524d\u7684\u6218\u7565\u8981\u52a1\u662f\u8d85\u8d8a\u300c\u96f6\u70b9\u51fb\u641c\u5bfb\u300d(no-click search) \u7684\u6311\u6218\uff0c\u786e\u4fdd\u54c1\u724c\u5185\u5bb9\u88ab AI \u603b\u89c8\u9009\u4e2d\u4e3a\u53ef\u4fe1\u8d56\u7684\u5f15\u7528\u6765\u6e90\u3002\u6b64\u79cd\u4fe1\u4efb\u4e0d\u4ec5\u5fc5\u987b\u900f\u8fc7\u7ed3\u6784\u5316\u6570\u636e (Schema Markup) \u8fdb\u884c\u6280\u672f\u6027\u9a8c\u8bc1\uff0c\u66f4\u987b\u900f\u8fc7 Google Analytics 4 (GA4) \u8ffd\u8e2a\u7684\u7528\u6237\u65c5\u7a0b\u6210\u529f\u7387\u6765\u52a0\u4ee5\u9a8c\u8bc1\u3002<\/p>\n\n\n\n

\u672c\u62a5\u544a\u65e8\u5728\u63d0\u51fa\u4e00\u4e2a\u4e25\u8c28\u7684\u6846\u67b6\uff0c\u5c06 E-E-A-T\uff08\u7ecf\u9a8c\u3001\u4e13\u4e1a\u3001\u6743\u5a01\u3001\u53ef\u4fe1\u5ea6\uff09\u539f\u5219\u3001AI Overviews \u7ed3\u6784\u5316\u8981\u6c42\u4e0e GA4 \u6570\u636e\u5206\u6790\u76f8\u7ed3\u5408\u3002\u6b64\u9879\u7b56\u7565\u7684\u6700\u7ec8\u76ee\u6807\u662f\u5efa\u7acb\u80fd\u591f\u88ab\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7cbe\u786e\u7406\u89e3\u3001\u9ad8\u5ea6\u4fe1\u4efb\uff0c\u5e76\u6709\u6548\u63a8\u52a8\u4e1a\u52a1\u8f6c\u5316\u7684\u8f85\u52a9\u5185\u5bb9\u3002<\/p>\n\n\n\n

\u9636\u6bb5\u4e00\uff1a\u900f\u8fc7 GA4 \u8bca\u65ad\u8f6c\u5316\u6469\u64e6\u70b9\u4e0e\u641c\u5bfb\u610f\u56fe\u6821\u51c6<\/h3>\n\n\n\n

\u6210\u529f\u7684 AI Overviews \u7b56\u7565\u4e0d\u4ec5\u8981\u5e26\u6765\u6d41\u91cf\uff0c\u66f4\u8981\u786e\u4fdd\u8fd9\u4e9b\u6d41\u91cf\u80fd\u591f\u9ad8\u6548\u8f6c\u5316\u3002\u56e0\u6b64\uff0c\u5728\u5185\u5bb9\u521b\u4f5c\u4e4b\u59cb\uff0c\u5fc5\u987b\u4ee5 GA4 \u6570\u636e\u4e3a\u57fa\u7840\uff0c\u5b9a\u4e49\u548c\u4f18\u5316\u7528\u6237\u65c5\u7a0b\u4e2d\u7684\u5173\u952e\u8282\u70b9\u3002<\/p>\n\n\n\n

A. \u610f\u56fe\u4e0d\u5339\u914d\u7684\u4ee3\u4ef7\uff1a\u91cf\u5316\u8f6c\u5316\u7387\u6740\u624b<\/h4>\n\n\n\n

\u8f6c\u5316\u7387\u4f4e\u4e0b\u662f\u641c\u5bfb\u610f\u56fe\u6821\u51c6\u5931\u8d25\u53ca\u7528\u6237\u4f53\u9a8c (UX) \u4e0d\u4f73\u7684\u76f4\u63a5\u6307\u6807\u3002\u5f53\u5185\u5bb9\u3001\u4ea7\u54c1\u63d0\u4f9b\u6216\u7528\u6237\u4f53\u9a8c\u65e0\u6cd5\u6709\u6548\u6ee1\u8db3\u53d7\u4f17\u7684\u9700\u6c42\u548c\u671f\u671b\u65f6\uff0c\u4fbf\u4f1a\u5bfc\u81f4\u4f4e\u6548\u80fd\u3002<\/p>\n\n\n\n

\u5185\u5bb9\u7684\u8bed\u4e49\u6f02\u79fb\uff08Semantic Drift\uff09\u662f\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\u3002\u5f53\u7528\u6237\u641c\u5bfb\u67d0\u9879\u6559\u5b66\uff0c\u5374\u88ab\u5bfc\u5411\u4e86\u9500\u552e\u9875\u9762\uff1b\u6216\u5f53\u7528\u6237\u5bfb\u6c42\u5b9a\u4ef7\u4fe1\u606f\uff0c\u5374\u62b5\u8fbe\u4e86\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\u65f6\uff0c\u8fd9\u79cd\u4e0d\u5339\u914d\u4f1a\u8fc5\u901f\u5bfc\u81f4\u7cdf\u7cd5\u7684\u4f53\u9a8c\u4e0e\u9ad8\u9000\u51fa\u7387\u3002\u957f\u8fdc\u6765\u770b\uff0c\u6b64\u79cd\u610f\u56fe\u9519\u4f4d\u4f1a\u635f\u5bb3\u7f51\u7ad9\u7684\u53c2\u4e0e\u5ea6\u4e0e\u8f6c\u5316\u7387\u3002\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u8fd9\u662f\u4e00\u79cd\u8d44\u6e90\u6d6a\u8d39\uff0c\u5373\u4f7f\u6d41\u91cf\u770b\u4f3c\u4e0d\u9519\uff0c\u5b83\u4ea6\u65e0\u6cd5\u8f6c\u5316\u4e3a\u6f5c\u5728\u5ba2\u6237\u6216\u9500\u552e\uff0c\u5bfc\u81f4\u6574\u4f53\u8425\u9500\u652f\u51fa\u6548\u76ca\u964d\u4f4e\u3002<\/p>\n\n\n\n

\u4e3a\u8861\u91cf\u8fd9\u4e9b\u9ad8\u4ef7\u503c\u884c\u4e3a\uff0cGA4 \u4e2d\u7684\u8f6c\u5316\u76ee\u6807\u5fc5\u987b\u88ab\u660e\u786e\u5b9a\u4e49\u4e3a SMART\uff08\u5177\u4f53\u7684\u3001\u53ef\u8861\u91cf\u7684\u3001\u53ef\u5b9e\u73b0\u7684\u3001\u76f8\u5173\u7684\u3001\u6709\u65f6\u9650\u7684\uff09\u6307\u6807\u3002\u5bf9\u4e8e\u590d\u6742\u7684 B2B \u6216\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1\u6f0f\u6597\uff0c\u9ad8\u4ef7\u503c\u884c\u4e3a\uff08\u4f8b\u5982\u8868\u5355\u63d0\u4ea4\uff09\u5e94\u4f7f\u7528\u63a8\u8350\u4e8b\u4ef6\uff08\u4f8b\u5982 generate_lead\uff09\u8fdb\u884c\u7cbe\u786e\u8ffd\u8e2a\u3002\u8fd9\u4e9b\u4e8b\u4ef6\u5bf9\u4e8e\u586b\u5145\u6f5c\u5728\u5ba2\u6237\u83b7\u53d6\u62a5\u544a\u81f3\u5173\u91cd\u8981\uff0c\u5fc5\u987b\u900f\u8fc7\u589e\u5f3a\u578b\u8bc4\u4f30 (Enhanced Measurement) \u53ca\u81ea\u8ba2\u4e8b\u4ef6\u6765\u51c6\u786e\u914d\u7f6e\u3002<\/p>\n\n\n\n

B. \u7528\u4e8e AIPO \u5185\u5bb9\u7f3a\u53e3\u7684\u8fdb\u9636 GA4 \u6f0f\u6597\u5206\u6790<\/h4>\n\n\n\n

GA4 \u7684\u300c\u6f0f\u6597\u63a2\u7d22\u300d(Funnel Exploration) \u62a5\u544a\u662f CRO \u5206\u6790\u7684\u652f\u67f1\u3002\u5b83\u4e0d\u4ec5\u80fd\u5c06\u7528\u6237\u5b8c\u6210\u5173\u952e\u4efb\u52a1\u6240\u91c7\u53d6\u7684\u6b65\u9aa4\u89c6\u89c9\u5316\uff0c\u6700\u91cd\u8981\u7684\u662f\uff0c\u5b83\u80fd\u8bc4\u4f30\u6bcf\u4e00\u6b65\u4e4b\u95f4\u6709\u591a\u5c11\u7528\u6237\u6d41\u5931\u3002<\/p>\n\n\n\n

\u8be5\u62a5\u544a\u660e\u786e\u663e\u793a\u4e86\u300c\u653e\u5f03\u7387\u300d(Abandonment rate)\uff0c\u5373\u5728\u6f0f\u6597\u7684\u5f53\u524d\u6b65\u9aa4\u548c\u4e0b\u4e00\u6b65\u9aa4\u4e4b\u95f4\u4fdd\u7559\u4e0b\u6765\u7684\u7528\u6237\u767e\u5206\u6bd4\u3002\u8bc6\u522b\u51fa\u9ad8\u653e\u5f03\u7387\u7684\u6b65\u9aa4\uff08\u4f8b\u5982\uff0c\u4ece\u300c\u67e5\u770b\u5546\u54c1\u300d\u5230\u300c\u5f00\u59cb\u7ed3\u5e10\u300d\u7684 30% \u6d41\u5931\u7387\uff09\u80fd\u591f\u7cbe\u786e\u5b9a\u4f4d\u6469\u64e6\u6e90\u3002<\/p>\n\n\n\n

\u900f\u8fc7\u5e94\u7528\u5206\u6bb5\u7ef4\u5ea6\uff0c\u4f8b\u5982\u300c\u8bbe\u5907\u7c7b\u522b\u300d\uff08\u884c\u52a8\u88c5\u7f6e vs. \u684c\u4e0a\u578b\u8ba1\u7b97\u673a\uff09\uff0c\u5206\u6790\u4eba\u5458\u53ef\u4ee5\u9694\u79bb\u7279\u5b9a\u8def\u5f84\u4e2d\u7684\u7528\u6237\u4f53\u9a8c\u6216 CRO \u6740\u624b\u3002\u8fd9\u79cd\u5206\u6790\u63ed\u793a\u4e86\u8bed\u4e49\u6f02\u79fb\u7684\u5177\u4f53\u6210\u672c\uff1a\u5f53\u4e00\u4e2a\u900f\u8fc7 AI Overviews \u5f15\u7528\u83b7\u5f97\u7684\u9ad8\u76f8\u5173\u6027\u6d41\u91cf\uff08\u57fa\u4e8e AI \u7684\u603b\u7ed3\uff09\u5728 GA4 \u6f0f\u6597\u4e2d\u4e8e\u7b2c\u4e00\u4e2a\u4ea4\u6613\u6b65\u9aa4\uff08\u4f8b\u5982 view_item \u548c begin_checkout \u4e4b\u95f4\uff09\u663e\u793a\u9ad8\u6d41\u5931\u7387\u65f6\uff0c\u8fd9\u901a\u5e38\u8868\u660e\u5185\u5bb9\u7684\u8bbe\u8ba1\u672a\u80fd\u5339\u914d\u7528\u6237\u7684\u771f\u5b9e\u610f\u56fe\u3002\u8be5\u7528\u6237\u7684\u610f\u56fe\u53ef\u80fd\u5728 AI Overviews \u6458\u8981\u4e2d\u5f97\u5230\u4e86\u6ee1\u8db3\uff08\u4fe1\u606f\u6216\u5546\u4e1a\u610f\u56fe\uff09\uff0c\u4f46\u767b\u9646\u9875\u9762\u5374\u5f3a\u884c\u65bd\u52a0\u4e86\u4ea4\u6613\u76ee\u6807\u3002\u56e0\u6b64\uff0c\u9ad8\u653e\u5f03\u7387\u662f\u8bed\u4e49\u6f02\u79fb\u5e26\u6765\u7684\u53ef\u91cf\u5316\u4e1a\u52a1\u6210\u672c\uff0c\u8981\u6c42 CRO \u56e2\u961f\u8c03\u6574\u767b\u9646\u9875\u9762\uff0c\u6216\u5c06 AI Overviews \u4f18\u5316\u5bfc\u5411\u66f4\u4e25\u683c\u7684\u4ea4\u6613\u6027\u67e5\u8be2\u3002<\/p>\n\n\n\n

\u7cbe\u51c6\u7684 GA4 \u6f0f\u6597\u8bca\u65ad\u80fd\u591f\u6307\u5bfc CRO \u56e2\u961f\u548c\u5185\u5bb9\u7b56\u7565\u5e08\uff0c\u4ee5\u7ed3\u6784\u5316\u3001\u6570\u636e\u9a71\u52a8\u7684\u65b9\u5f0f\u4fee\u590d\u8f6c\u5316\u6d41\u7a0b\u4e2d\u7684\u7f3a\u9677\u3002<\/p>\n\n\n\n

GA4 \u6f0f\u6597\u8bca\u65ad\u7528\u4e8e CRO \u548c\u5185\u5bb9\u4f18\u5316<\/h5>\n\n\n\n
\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t
\u6f0f\u6597\u6b65\u9aa4 (GA4 \u4e8b\u4ef6)<\/th>\n\t\u76f8\u5173 CRO \u76ee\u6807<\/th>\n\t\u5e38\u89c1\u653e\u5f03\u539f\u56e0<\/th>\n\tAIPO \u5185\u5bb9\u7b56\u7565\u4fee\u590d<\/th>\n\t<\/tr>\n\t<\/thead>\n\t
\u67e5\u770b\u9879\u76ee\/\u670d\u52a1\u9875\u9762 (view_item)<\/td>\n\t\u53c2\u4e0e\/\u5174\u8da3<\/td>\n\t\u610f\u56fe\u4e0d\u5339\u914d\u6216\u884c\u52a8\u88c5\u7f6e UX \u4e0d\u4f73<\/td>\n\t\u5185\u5bb9\u683c\u5f0f\u4e0e\u610f\u56fe\u4fdd\u6301\u4e00\u81f4\uff08\u4f8b\u5982\uff1a\u5546\u4e1a\u610f\u56fe\u4f7f\u7528\u6bd4\u8f83\u9875\u9762\uff09<\/td>\n\t<\/tr>\n\t
\u53d1\u8d77\u7ed3\u5e10\/\u8868\u5355 (begin_checkout)<\/td>\n\t\u610f\u56fe\u4fe1\u53f7<\/td>\n\t\u547c\u5401\u884c\u52a8 (CTA) \u4e0d\u6e05\u6670\u3001\u5185\u5bb9\u8fc7\u8f7d\u6216\u6d41\u7a0b\u4e0d\u987a\u7545<\/td>\n\t\u4f18\u5316\u4ea4\u6613\u6027\u6807\u9898\u548c\u4f7f\u7528\u7b80\u6d01\u3001\u4e3b\u52a8\u8bed\u6001\u7684\u5185\u5bb9\u7ed3\u6784<\/td>\n\t<\/tr>\n\t
\u8d2d\u4e70\/\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1 (purchase\/generate_lead)<\/td>\n\t\u4e3b\u8981\u8f6c\u5316<\/td>\n\t\u590d\u6742\u7684\u8868\u5355\u3001\u7f3a\u4e4f\u4fe1\u4efb\u4fe1\u53f7\u6216\u6280\u672f\u8f7d\u5165\u7f13\u6162<\/td>\n\tE-E-A-T \u5f3a\u5316\uff08\u4fe1\u4efb\uff09\u3001\u7b80\u5316\u7684\u6280\u672f\u6267\u884c\uff08\u9875\u9762\u901f\u5ea6\uff09<\/td>\n\t<\/tr>\n\t<\/tbody>\n\t<\/table>\n\t<\/div>\n\n\n\n

\u9636\u6bb5\u4e8c\uff1a\u7528\u4e8e AI \u53ef\u4fe1\u5ea6\u7684 E-E-A-T \u4fe1\u8a89\u8f6c\u578b<\/h3>\n\n\n\n

\u4eba\u5de5\u667a\u80fd\u641c\u5bfb\u7cfb\u7edf\u5728\u9009\u62e9\u5185\u5bb9\u65f6\uff0c\u4f1a\u4f18\u5148\u8003\u8651\u90a3\u4e9b\u5c55\u73b0\u51fa\u7ecf\u9a8c (Experience)\u3001\u4e13\u4e1a (Expertise)\u3001\u6743\u5a01 (Authoritativeness) \u548c\u53ef\u4fe1\u5ea6 (Trustworthiness) \u7684\u5185\u5bb9\u3002\u8fd9\u4e0d\u662f\u4e00\u9879\u53ef\u6709\u53ef\u65e0\u7684\u5efa\u8bae\uff0c\u800c\u662f AI \u5185\u5bb9\u9009\u62e9\u7684\u57fa\u672c\u8fc7\u6ee4\u5668\u3002<\/p>\n\n\n\n

A. \u5c06\u4fe1\u4efb\u786e\u7acb\u4e3a\u6700\u91cd\u8981\u7684 AI Overviews \u6392\u540d\u4fe1\u53f7<\/h4>\n\n\n\n

\u5728 E-E-A-T \u7684\u56db\u4e2a\u7ec4\u6210\u90e8\u5206\u4e2d\uff0c\u53ef\u4fe1\u5ea6\uff08Trust\uff09\u6700\u4e3a\u5173\u952e\u3002\u5bf9\u4e8e\u53ef\u80fd\u5bf9\u4eba\u4eec\u7684\u5065\u5eb7\u3001\u8d22\u52a1\u7a33\u5b9a\u6216\u5b89\u5168\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u7684\u4e3b\u9898\uff0c\u5373\u6240\u8c13\u7684\u300c\u60a8\u7684\u91d1\u94b1\uff0c\u60a8\u7684\u751f\u547d\u300d(Your Money or Your Life, YMYL) \u4e3b\u9898\uff0c\u7b97\u6cd5\u4f1a\u7ed9\u4e88\u5185\u5bb9\u66f4\u5927\u7684\u6743\u91cd\u3002\u56e0\u6b64\uff0c\u4e00\u4e2a\u6e34\u671b\u88ab AI Overviews \u5f15\u7528\u7684\u54c1\u724c\uff0c\u9996\u5148\u5fc5\u987b\u88ab\u89c6\u4e3a\u7edd\u5bf9\u503c\u5f97\u4fe1\u8d56\u7684\u3002<\/p>\n\n\n\n

\u8fd9\u4e00\u70b9\u8bc1\u5b9e\u4e86\u7b56\u7565\u7684\u8f6c\u53d8\uff1a\u4ece\u4f20\u7edf\u7684 SEO \u6218\u672f\uff08\u5982\u5173\u952e\u5b57\u5bc6\u5ea6\uff09\u8f6c\u5411\u66f4\u667a\u6167\u7684\u65b9\u6cd5\u2014\u2014\u4e13\u6ce8\u4e8e\u5982\u4f55\u5de7\u5999\u5730\u4f20\u8fbe\u4ef7\u503c\u3001\u76f8\u5173\u6027\u4e0e\u4fe1\u4efb\u3002\u5185\u5bb9\u5fc5\u987b\u4ee5\u4eba\u4e3a\u672c\uff0c\u8d85\u8d8a\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u53ef\u4ee5\u7b80\u5355\u7efc\u5408\u7684\u4fe1\u606f\u3002<\/p>\n\n\n\n

B. \u5185\u5bb9\u4ef7\u503c\u518d\u9020\uff1a\u300c\u9ad8\u6295\u5165\u300d\u7684\u8981\u6c42<\/h4>\n\n\n\n

AI \u4f18\u5148\u8003\u8651\u90a3\u4e9b\u57fa\u4e8e\u5b9e\u8d28\u6027\u3001\u975e LLM \u884d\u751f\u7684\u7814\u7a76\uff0c\u4ece\u800c\u63d0\u4f9b\u300c\u4fe1\u606f\u589e\u76ca\u300d(information gain) \u7684\u5185\u5bb9\u3002\u8fd9\u610f\u5473\u7740\u5185\u5bb9\u5fc5\u987b\u5305\u542b\u4e13\u6709\u6570\u636e\u3001\u539f\u521b\u6848\u4f8b\u7814\u7a76\u3001\u8c03\u67e5\u7ed3\u679c\u6216\u72ec\u7279\u7684\u65b9\u6cd5\u8bba\u3002<\/p>\n\n\n\n

\u867d\u7136\u6ca1\u6709\u300c\u5b8c\u7f8e\u300d\u7684\u5b57\u6570\u9650\u5236\uff0c\u4f46 Google \u786e\u5b9e\u4f1a\u4f18\u5148\u8003\u8651\u90a3\u4e9b\u63d0\u4f9b\u8be6\u7ec6\u89e3\u51b3\u65b9\u6848\u3001\u5b8c\u6574\u8986\u76d6\u4e3b\u9898\u7684\u5185\u5bb9\uff0c\u8fd9\u901a\u5e38\u5bfc\u81f4\u6587\u7ae0\u7bc7\u5e45\u8f83\u957f\u3001\u5185\u5bb9\u6df1\u5165\u3002\u9ad8\u6295\u5165\u7684\u5185\u5bb9\u672c\u8eab\u5c31\u662f\u5bf9\u4e13\u4e1a\u77e5\u8bc6\u7684\u8bc1\u660e\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0cE-E-A-T \u5185\u5bb9\u5fc5\u987b\u900f\u8fc7\u6280\u672f\u4fe1\u53f7\u5411 AI \u660e\u786e\u9a8c\u8bc1\u3002\u5efa\u7acb\u4fe1\u4efb\uff08E-E-A-T\uff09\u9700\u8981\u5c55\u793a\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4f46 AI \u662f\u5229\u7528\u5f3a\u5927\u7684\u7ed3\u6784\u5316\u6807\u8bb0 (Schema Markup, AIPO) \u6765\u9a8c\u8bc1\u548c\u5960\u57fa\u8fd9\u79cd\u4e13\u4e1a\u77e5\u8bc6\u7684\u3002\u8fd9\u79cd\u56de\u8def\u5c06\u300c\u8f6f\u6027\u300d\u4fe1\u53f7\uff08\u53ef\u4fe1\u5ea6\uff09\u8f6c\u6362\u4e3a\u673a\u5668\u53ef\u8bfb\u7684\u300c\u786c\u6027\u300d\u9a8c\u8bc1\uff08\u5f52\u56e0\u5f15\u7528\uff09\u3002<\/p>\n\n\n\n

E-E-A-T \u9a8c\u8bc1\u673a\u5236\u7528\u4e8e AI Overviews \u4fe1\u4efb\u5ea6<\/h5>\n\n\n\n
\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t
E-E-A-T \u7ec4\u6210\u90e8\u5206<\/th>\n\t\u5185\u5bb9\u7b56\u7565\u8981\u6c42<\/th>\n\t\u6280\u672f\u9a8c\u8bc1\u4fe1\u53f7 (Schema\/AIPO)<\/th>\n\tAI Overviews \u63a8\u8350\u5f71\u54cd<\/th>\n\t<\/tr>\n\t<\/thead>\n\t
\u7ecf\u9a8c (Experience)<\/td>\n\t\u7b2c\u4e00\u624b\u4f7f\u7528\u3001\u4e13\u6709\u89c1\u89e3\uff08\u6848\u4f8b\u7814\u7a76\uff09<\/td>\n\tAuthor\/Creator Schema\u3001HowTo Schema\uff08\u5c55\u793a\u6d41\u7a0b\uff09\u3001Review Schema<\/td>\n\t\u8bc1\u660e LLM \u65e0\u6cd5\u7efc\u5408\u7684\u5b9e\u7528\u3001\u72ec\u7279\u77e5\u8bc6\uff0c\u63d0\u5347\u5f15\u7528\u4ef7\u503c\u3002<\/td>\n\t<\/tr>\n\t
\u4e13\u4e1a (Expertise)<\/td>\n\t\u5168\u9762\u3001\u6df1\u5165\u7684\u4e3b\u9898\u77e5\u8bc6<\/td>\n\tArticle Schema \u589e\u5f3a\u3001\u8bed\u4e49\u96c6\u7fa4\u7684\u4f7f\u7528\u3001\u4e13\u6709\u6570\u636e\u7684\u5f15\u7528<\/td>\n\t\u9a8c\u8bc1\u6743\u5a01\u6027\uff1b\u5c06\u5185\u5bb9\u5b9a\u4f4d\u4e3a AI \u7684\u6743\u5a01\u6027\u300c\u4e13\u5bb6\u6458\u8981\u300d\u3002<\/td>\n\t<\/tr>\n\t
\u6743\u5a01 (Authoritativeness)<\/td>\n\t\u516c\u8ba4\u7684\u884c\u4e1a\u5730\u4f4d<\/td>\n\tOrganization Schema\u3001\u5f3a\u5927\u7684\u5185\u90e8\u548c\u5916\u90e8\u77e5\u8bc6\u56fe\u8c31\u8fde\u63a5<\/td>\n\t\u5f3a\u5316\u54c1\u724c\u5b9e\u4f53\uff0c\u4f7f\u5176\u6210\u4e3a AI \u5960\u57fa\u7684\u53ef\u9760\u3001\u9ad8\u4fe1\u5fc3\u6765\u6e90\u3002<\/td>\n\t<\/tr>\n\t
\u53ef\u4fe1\u5ea6 (Trustworthiness)<\/td>\n\t\u51c6\u786e\u6027\u3001\u5b89\u5168\u6027\u3001\u53ef\u9760\u6027\uff08\u5c24\u5176 YMYL\uff09<\/td>\n\t\u5b89\u5168\u534f\u5b9a\u3001\u6e05\u6670\u7684\u8054\u7cfb\u4fe1\u606f\u3001\u5b9a\u4e49\u4e1a\u52a1\u4e8b\u5b9e\u7684\u7ed3\u6784\u5316\u6570\u636e<\/td>\n\t\u57fa\u672c\u8981\u6c42\uff1b\u964d\u4f4e AI \u5f15\u7528\u54c1\u724c\u65f6\u4ea7\u751f\u5e7b\u89c9\u7684\u98ce\u9669\u3002<\/td>\n\t<\/tr>\n\t<\/tbody>\n\t<\/table>\n\t<\/div>\n\n\n\n

\u9636\u6bb5\u4e09\uff1a\u5185\u5bb9\u67b6\u6784\u4e0e\u591a\u6a21\u6001\u4f18\u5316 (AIPO)<\/h3>\n\n\n\n

\u8981\u5728 AI Overviews \u4e2d\u83b7\u5f97\u54c1\u724c\u63a8\u8350\uff0c\u5fc5\u987b\u4ece\u5e95\u5c42\u91cd\u6784\u5185\u5bb9\u67b6\u6784\uff0c\u4f7f\u5176\u7b26\u5408 AI \u63d0\u53d6\u548c\u7406\u89e3\u7684\u903b\u8f91\u3002<\/p>\n\n\n\n

A. \u7528\u4e8e AI \u63d0\u53d6\u548c\u7406\u89e3\u7684\u7ed3\u6784\u84dd\u56fe<\/h4>\n\n\n\n

\u300c\u7b54\u6848\u5148\u884c\u300d(Answer-First) \u7684\u65b9\u6cd5\u662f\u7ed3\u6784\u8c03\u6574\u4e2d\u6700\u5173\u952e\u7684\u4e00\u6b65\u3002\u6bcf\u4e00\u4e2a\u4e3b\u8981\u90e8\u5206\uff0c\u5c24\u5176\u662f\u9875\u9762\u7684\u5f00\u5934\uff0c\u90fd\u5fc5\u987b\u4ee5\u5bf9\u6807\u9898\u6216\u67e5\u8be2\u7684\u5b8c\u6574\u3001\u7b80\u6d01\u56de\u7b54\u5f00\u7bc7\u3002AI \u5de5\u5177\u4f1a\u626b\u63cf\u5feb\u901f\u8981\u70b9\uff0c\u5e76\u7ecf\u5e38\u5c06\u8fd9\u7b2c\u4e00\u53e5\u8bdd\u63d0\u53d6\u4e3a\u6838\u5fc3\u6458\u8981\u3002\u82e5\u7b54\u6848\u6a21\u7cca\u6216\u88ab\u6df1\u57cb\uff0c\u5185\u5bb9\u88ab\u9009\u4e2d\u7684\u53ef\u80fd\u6027\u5c31\u4f1a\u5927\u5927\u964d\u4f4e\u3002<\/p>\n\n\n\n

\u6807\u9898\u4f18\u5316\u5e94\u8f6c\u5411\u300c\u641c\u5bfb\u610f\u56fe\u67e5\u8be2\u5f0f\u300d\uff1aH2 \u548c H3 \u6807\u7b7e\u5e94\u5199\u6210\u76f4\u63a5\u3001\u5bf9\u8bdd\u5f0f\u7684\u641c\u5bfb\u95ee\u9898\uff08\u4f8b\u5982\uff1a\u300cAI \u5982\u4f55\u6539\u5584\u5e7f\u544a\u5b9a\u5411\uff1f\u300d\uff09\u3002\u6b64\u79cd\u5199\u6cd5\u6709\u52a9\u4e8e\u7b97\u6cd5\u7406\u89e3\u9875\u9762\u7ed3\u6784\uff0c\u5e76\u5c06\u5185\u5bb9\u90e8\u5206\u4e0e\u7279\u5b9a\u7684\u7528\u6237\u610f\u56fe\u5bf9\u9f50\u3002<\/p>\n\n\n\n

\u5185\u5bb9\u5fc5\u987b\u4ee5\u4fc3\u8fdb\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u7684\u65b9\u5f0f\u64b0\u5199\uff1a<\/p>\n\n\n\n

  1. \n\t\u4e3b\u52a8\u8bed\u6001\uff1a<\/strong>\u4f7f\u7528\u4e3b\u52a8\u8bed\u6001\u4f7f\u5185\u5bb9\u66f4\u6e05\u6670\uff08\u4f8b\u5982\uff1a\u300cAI \u6539\u5584\u4e86\u5b9a\u5411\u300d\u4f18\u4e8e\u88ab\u52a8\u8bed\u6001\uff09\u3002<\/li>
  2. \n\t\u6d45\u767d\u6613\u61c2\uff1a<\/strong>\u4f7f\u7528\u719f\u6089\u7684\u8bed\u8a00\uff0c\u907f\u514d\u884c\u8bdd\uff0c\u9664\u975e\u53d7\u4f17\u9884\u671f\u6216\u5fc5\u987b\u89e3\u91ca\u3002<\/li>
  3. \n\t\u6bb5\u843d\u7b80\u6d01\uff1a<\/strong>\u4fdd\u6301\u6bb5\u843d\u77ed\u5c0f\u96c6\u4e2d\uff0c\u4e00\u6bb5\u53ea\u8868\u8fbe\u4e00\u4e2a\u6838\u5fc3\u6982\u5ff5\uff0c\u4ee5\u9632\u6b62\u5185\u5bb9\u8fc7\u8f7d\uff0c\u5e76\u4fbf\u4e8e AI \u89e3\u6790\u3002<\/li><\/ol>\n\n\n\n

    B. Schema \u4e3b\u8ba1\u5212\uff1a\u4e3a AI \u5f15\u7528\u5b9a\u4e49\u54c1\u724c\u5b9e\u4f53<\/h4>\n\n\n\n

    \u7ed3\u6784\u5316\u6570\u636e (Schema Markup) \u662f\u7528\u4e8e\u4e0e AI \u6c9f\u901a\u5185\u5bb9\u610f\u4e49\u548c\u5b9e\u4f53\u5173\u7cfb\u7684\u300c\u6807\u51c6\u8bed\u8a00\u300d\u3002\u5b83\u589e\u52a0\u4e86\u4e00\u4e2a\u673a\u5668\u53ef\u8bfb\u7684\u5c42\u7ea7\uff0c\u51cf\u5c11\u4e86\u6b67\u4e49\uff0c\u5e76\u5f3a\u5316\u4e86\u5f52\u56e0\u3002<\/p>\n\n\n\n

    \u5927\u89c4\u6a21\u6218\u7565\u6027\u90e8\u7f72 Schema \u53ef\u4ee5\u5b9a\u4e49\u5b9e\u4f53\uff08\u4ea7\u54c1\u3001\u670d\u52a1\u3001\u4f5c\u8005\u3001\u7ec4\u7ec7\u672c\u8eab\uff09\u53ca\u5176\u76f8\u4e92\u5173\u7cfb\uff0c\u4ece\u800c\u5efa\u7acb\u5185\u5bb9\u77e5\u8bc6\u56fe\u8c31\u3002\u8fd9\u4e2a\u53ef\u9760\u7684\u6846\u67b6\u900f\u8fc7\u964d\u4f4e LLM \u4ea7\u751f\u5e7b\u89c9\u7684\u98ce\u9669\uff0c\u663e\u8457\u63d0\u9ad8\u4e86\u54c1\u724c\u5728 AI \u603b\u89c8\u4e2d\u7684\u51fa\u73b0\u7387\u548c\u5f15\u7528\u7387\u3002<\/p>\n\n\n\n

    AI Overviews \u5fc5\u8981\u7684 Schema \u7c7b\u578b\uff1a<\/p>\n\n\n\n

    • \n\tFAQPage Schema\uff1a<\/strong>\u660e\u786e\u6807\u8bb0\u95ee\u7b54\u5bf9\uff0c\u5927\u5927\u589e\u52a0\u5185\u5bb9\u88ab\u9009\u4e2d\u7528\u4e8e\u5bf9\u8bdd\u5f0f AI Overviews \u63d0\u53d6\u7684\u53ef\u80fd\u6027\u3002\u5c06 AI \u63d0\u53d6\u7684\u9ad8\u4ef7\u503c\u95ee\u7b54\u5185\u5bb9\u4e0e FAQPage Schema \u7ed3\u5408\uff0c\u53ef\u4ee5\u660e\u786e\u544a\u77e5 Google \u8be5\u5185\u5bb9\u4e3a\u95ee\u7b54\u5bf9\u3002<\/li>
    • \n\tHowTo Schema\uff1a<\/strong>\u5bf9\u4e8e\u6559\u5b66\u5185\u5bb9\u81f3\u5173\u91cd\u8981\uff0c\u5141\u8bb8 AI \u751f\u6210\u5206\u6b65\u6307\u5357\u6458\u8981\u3002<\/li>
    • \n\tOrganization Schema\uff1a<\/strong>\u5efa\u7acb\u5e76\u6f84\u6e05\u54c1\u724c\u8eab\u4efd\uff0c\u5c06\u5176\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5df2\u77e5\u3001\u503c\u5f97\u4fe1\u8d56\u7684\u5b9e\u4f53\u3002<\/li><\/ul>\n\n\n\n

      \u7ed3\u6784\u6027\u63d0\u793a\u5de5\u7a0b\uff1a<\/strong><\/p>\n\n\n\n

      \u5c06\u300c\u7b54\u6848\u5148\u884c\u300d\u7684\u7ed3\u6784\u4e0e\u5f3a\u5927\u7684 Schema \u6807\u8bb0\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u88ab\u89c6\u4e3a\u4e00\u79cd\u53d7\u63a7\u3001\u7a0b\u5e8f\u5316\u7684\u63d0\u793a\u5de5\u7a0b (prompt engineering)\u3002<\/p>\n\n\n\n

      LLM \u900f\u8fc7\u5c06\u5176\u8f93\u51fa\u5960\u57fa\u4e8e\u53ef\u9760\u5185\u5bb9\u6765\u5f15\u7528\u6765\u6e90\u3002\u900f\u8fc7\u9075\u5faa\u300c\u7b54\u6848\u5148\u884c\u300d\u89c4\u5219\uff0c\u786e\u4fdd\u6838\u5fc3\u6458\u8981\u7247\u6bb5\u4f4d\u4e8e\u7b2c\u4e00\u4e2a\u53e5\u5b50\u3002\u540c\u65f6\uff0c\u5229\u7528 Organization Schema \u5b9a\u4e49\u54c1\u724c\u5b9e\u4f53\u3002\u5c06\u8fd9\u4e24\u8005\u7ed3\u5408\uff0c\u5373\u5728\u6743\u5a01\u7684\u3001\u9ad8 E-E-A-T \u90e8\u5206\u7684\u7b2c\u4e00\u4e2a\u7b80\u6d01\u53e5\u5b50\u4e2d\uff0c\u660e\u786e\u5d4c\u5165\u54c1\u724c\u5b9e\u4f53\uff0c\u5e76\u540c\u6b65\u4f7f\u7528 Schema \u6807\u8bb0\u8be5\u5b9e\u4f53\u5173\u7cfb\uff0c\u54c1\u724c\u5c31\u80fd\u591f\u9884\u5148\u6307\u4ee4 LLM \u5e94\u5982\u4f55\u603b\u7ed3\u548c\u5f52\u56e0\u4fe1\u606f\u3002\u8fd9\u662f\u4e00\u79cd\u4e3b\u52a8\u7b56\u7565\uff0c\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u4e86\u54c1\u724c\u5728 AI Overviews \u6700\u53ef\u89c1\u90e8\u5206\u88ab\u63a8\u8350\/\u5f15\u7528\u7684\u6982\u7387\u3002<\/p>\n\n\n\n

      \u9636\u6bb5\u56db\uff1a\u6574\u5408 CRO\u3001\u610f\u56fe\u548c AIPO\uff1a\u5185\u5bb9\u65b9\u5411\u6846\u67b6<\/h3>\n\n\n\n

      \u5185\u5bb9\u6210\u529f\u7684\u6838\u5fc3\u5728\u4e8e\u7cbe\u786e\u5339\u914d\u3002\u5185\u5bb9\u5fc5\u987b\u4e25\u683c\u5730\u6309\u610f\u56fe\u5206\u7c7b\uff0c\u4e14\u5185\u5bb9\u683c\u5f0f\u3001\u6240\u9700\u7684 Schema \u6807\u8bb0\u4ee5\u53ca\u9884\u671f\u7684 GA4 \u8f6c\u5316\u76ee\u6807\u5fc5\u987b\u5b8c\u7f8e\u5bf9\u9f50\u3002<\/p>\n\n\n\n

      A. \u5c06\u7528\u6237\u610f\u56fe\u6620\u5c04\u5230 Schema\u3001\u5185\u5bb9\u683c\u5f0f\u548c CRO \u7b56\u7565<\/h4>\n\n\n\n

      \u300c\u610f\u56fe-\u5185\u5bb9-Schema-\u76ee\u6807\u77e9\u9635\u300d\u786e\u4fdd AI Overviews \u4f18\u5316\u4e0e\u8f6c\u5316\u6210\u529f\u4e4b\u95f4\u6ca1\u6709\u6469\u64e6\u70b9\u3002<\/p>\n\n\n\n