{"id":650,"date":"2026-07-06T14:28:37","date_gmt":"2026-07-06T06:28:37","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/"},"modified":"2026-07-06T14:28:37","modified_gmt":"2026-07-06T06:28:37","slug":"ai-citation-ab-test","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/","title":{"rendered":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6"},"content":{"rendered":"<p>**AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u4e0d\u662f\u6539\u5b8c\u5185\u5bb9\u540e\u968f\u4fbf\u95ee\u4e00\u6b21AI\u3002**\u5b83\u662f\u5728\u56fa\u5b9a\u5e73\u53f0\u3001\u63d0\u793a\u8bcd\u3001\u8d26\u53f7\u72b6\u6001\u3001\u91c7\u6837\u65f6\u95f4\u548c\u8bb0\u5f55\u89c4\u5219\u4e0b\uff0c\u53ea\u6539\u53d8\u4e00\u4e2a\u5185\u5bb9\u53d8\u91cf\uff0c\u89c2\u5bdfAI\u7b54\u6848\u91cc\u7684\u54c1\u724c\u63d0\u53ca\u3001\u5f15\u7528\u6765\u6e90\u3001\u63a8\u8350\u6392\u5e8f\u548c\u4e8b\u5b9e\u5438\u6536\u662f\u5426\u53d1\u751f\u7a33\u5b9a\u53d8\u5316\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" style=\"max-width:100%;height:auto\" loading=\"lazy\"  src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg\" alt=\"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u770b\u677f\uff0c\u5c55\u793a\u63d0\u793a\u8bcd\u7ec4\u3001\u5e73\u53f0\u3001\u5f15\u7528\u7387\u3001\u63d0\u53ca\u7387\u548c\u6539\u7248\u524d\u540e\u5bf9\u6bd4\"><\/figure>\n<h2>\u4ec0\u4e48\u662fAI\u5f15\u7528 A\/B\u6d4b\u8bd5<\/h2>\n<p>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\uff0c\u662f\u5728\u56fa\u5b9a\u63d0\u793a\u8bcd\u3001\u5e73\u53f0\u548c\u91c7\u6837\u5468\u671f\u4e0b\uff0c\u53ea\u6539\u53d8\u4e00\u4e2a\u5185\u5bb9\u53d8\u91cf\uff0c\u6bd4\u8f83AI\u7b54\u6848\u4e2d\u54c1\u724c\u63d0\u53ca\u3001\u5f15\u7528\u94fe\u63a5\u3001\u63a8\u8350\u4f4d\u548c\u4e8b\u5b9e\u5438\u6536\u53d8\u5316\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u5b83\u548c\u666e\u901a\u7f51\u7ad9A\/B\u6d4b\u8bd5\u4e0d\u540c\u3002\u7f51\u7ad9A\/B\u6d4b\u8bd5\u901a\u5e38\u628a\u7528\u6237\u968f\u673a\u5206\u5230\u4e0d\u540c\u9875\u9762\uff0c\u770b\u70b9\u51fb\u7387\u3001\u8f6c\u5316\u7387\u6216\u505c\u7559\u65f6\u957f\uff1bAI\u5f15\u7528 A\/B\u6d4b\u8bd5\u770b\u7684\u662fChatGPT\u3001Perplexity\u3001Google AI Overviews\u3001DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u5e73\u53f0\u5728\u56de\u7b54\u54c1\u7c7b\u3001\u5bf9\u6bd4\u3001\u8d2d\u4e70\u5efa\u8bae\u548c\u6765\u6e90\u7c7b\u95ee\u9898\u65f6\uff0c\u662f\u5426\u5f00\u59cb\u91c7\u7528\u4f60\u7684\u9875\u9762\u6216\u7b2c\u4e09\u65b9\u5185\u5bb9\u3002<\/p>\n<p>\u66f4\u51c6\u786e\u5730\u8bf4\uff0c\u5b83\u901a\u5e38\u4e0d\u662f\u4e25\u683c\u7684\u201c\u540c\u65f6\u5206\u6d41A\/B\u201d\uff0c\u800c\u662f<strong>\u51c6\u5b9e\u9a8c<\/strong>\uff1a\u7528\u57fa\u7ebf\u671f\u3001\u6539\u7248\u671f\u3001\u89c2\u5bdf\u671f\u548c\u5bf9\u7167\u7ec4\uff0c\u964d\u4f4e\u6a21\u578b\u968f\u673a\u6027\u3001\u6293\u53d6\u6ede\u540e\u3001\u7ade\u54c1\u52a8\u4f5c\u548c\u5e73\u53f0\u66f4\u65b0\u9020\u6210\u7684\u8bef\u5224\u3002<\/p>\n<p>\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u533a\u5206\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u95ee\u7b54\u3001\u793e\u4ea4\u3001\u8bc4\u6d4b\u7b49\u6765\u6e90\u7c7b\u578b\uff0c\u5efa\u8bae\u5148\u8bfb<a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-sources\">AI\u5f15\u7528\u6765\u6e90\u662f\u4ec0\u4e48\uff1f\u6765\u6e90\u7c7b\u578b\u3001\u6eaf\u6e90\u65b9\u6cd5\u4e0e\u54c1\u724c\u4f18\u5316\u6846\u67b6<\/a>\uff0c\u518d\u8bbe\u8ba1\u5b9e\u9a8c\u53d8\u91cf\u3002<\/p>\n<h2>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u548cSEO A\/B\u6d4b\u8bd5\u7684\u533a\u522b<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>\u7f51\u7ad9A\/B\u6d4b\u8bd5<\/th>\n<th>AI\u5f15\u7528 A\/B\u6d4b\u8bd5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6838\u5fc3\u6307\u6807<\/td>\n<td>CTR\u3001\u8f6c\u5316\u7387\u3001\u505c\u7559\u65f6\u957f<\/td>\n<td>\u63d0\u53ca\u7387\u3001\u5f15\u7528\u7387\u3001\u63a8\u8350\u4f4d\u3001\u7b54\u6848\u5438\u6536\u7387<\/td>\n<\/tr>\n<tr>\n<td>\u968f\u673a\u6765\u6e90<\/td>\n<td>\u7528\u6237\u5dee\u5f02\u3001\u6d41\u91cf\u6765\u6e90<\/td>\n<td>\u6a21\u578b\u968f\u673a\u6027\u3001\u68c0\u7d22\u6e90\u53d8\u5316\u3001\u63d0\u793a\u8bcd\u5dee\u5f02<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9\u7167\u65b9\u5f0f<\/td>\n<td>\u7528\u6237\u5206\u6d41\u6216URL\u5206\u6d41<\/td>\n<td>\u524d\u540e\u5bf9\u6bd4\u3001\u63d0\u793a\u8bcd\u5bf9\u7167\u3001\u9875\u9762\u5bf9\u7167\u3001\u7ade\u54c1\u5bf9\u7167<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u5e38\u89c1\u8bef\u5224<\/td>\n<td>\u6837\u672c\u4e0d\u8db3<\/td>\n<td>\u53ea\u95ee\u4e00\u6b21AI\u3001\u53d8\u91cf\u6df7\u6742\u3001\u5ffd\u7565\u6ede\u540e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7f51\u7ad9\u5c42\u9762\u7684\u5b9e\u9a8c\u4ecd\u8981\u9075\u5b88\u641c\u7d22\u89c4\u8303\u3002<a href=\"https:\/\/developers.google.com\/search\/docs\/crawling-indexing\/website-testing\">Google Search Central\u7684A\/B\u6d4b\u8bd5\u5efa\u8bae<\/a>\u660e\u786e\u5f3a\u8c03\uff1a\u4e0d\u8981\u5411Googlebot\u548c\u7528\u6237\u5c55\u793a\u4e0d\u540c\u5185\u5bb9\uff1b\u591aURL\u6d4b\u8bd5\u53ef\u7528<code>rel=&quot;canonical&quot;<\/code>\u6807\u660e\u9996\u9009\u9875\uff1b\u4e34\u65f6\u8df3\u8f6c\u7528<code>302<\/code>\u800c\u4e0d\u662f<code>301<\/code>\uff1b\u5b9e\u9a8c\u7ed3\u675f\u540e\u5e94\u5c3d\u5feb\u79fb\u9664\u6d4b\u8bd5URL\u3001\u811a\u672c\u548c\u6807\u8bb0\u3002<\/p>\n<p>\u8fd9\u70b9\u5bf9AI\u5f15\u7528\u5b9e\u9a8c\u540c\u6837\u91cd\u8981\uff1a<strong>\u4e0d\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u4f2a\u88c5\u9875\u9762\u3001\u9690\u85cf\u5185\u5bb9\u6216\u7ed9\u722c\u866b\u5355\u72ec\u5582\u7248\u672c<\/strong>\u3002\u77ed\u671f\u53ef\u80fd\u8ba9\u6570\u636e\u597d\u770b\uff0c\u957f\u671f\u4f1a\u635f\u5bb3\u641c\u7d22\u53ef\u89c1\u6027\u548c\u54c1\u724c\u53ef\u4fe1\u5ea6\u3002<\/p>\n<h2>\u4ec0\u4e48\u65f6\u5019\u503c\u5f97\u505aAI\u5f15\u7528 A\/B\u6d4b\u8bd5<\/h2>\n<p>\u9002\u5408\u505a\u6d4b\u8bd5\u7684\u573a\u666f\uff1a<\/p>\n<ol>\n<li>\u54c1\u724c\u5df2\u88abAI\u8bc6\u522b\uff0c\u4f46\u5728\u54c1\u7c7b\u63a8\u8350\u91cc\u7ecf\u5e38\u8f93\u7ed9\u7ade\u54c1\u3002<\/li>\n<li>\u9875\u9762\u5df2\u88abGoogle\u6216\u76ee\u6807\u5e73\u53f0\u53ef\u8bbf\u95ee\u5730\u6293\u53d6\uff0c\u4e14\u4e0d\u662f\u65b0\u4e0a\u7ebf\u5f53\u5929\u3002<\/li>\n<li>\u4f60\u51c6\u5907\u65b0\u589e\u4e00\u4e2a\u660e\u786e\u5185\u5bb9\u6a21\u5757\uff0c\u4f8b\u5982\u5b9a\u4e49\u3001\u8bc1\u636e\u8868\u3001\u7ade\u54c1\u5bf9\u6bd4\u3001FAQ\u3001\u6848\u4f8b\u6216\u7b2c\u4e09\u65b9\u6765\u6e90\u5f15\u7528\u3002<\/li>\n<li>\u56e2\u961f\u9700\u8981\u5224\u65ad\u201c\u5b98\u7f51\u5185\u5bb9\u3001\u95ee\u7b54\u5185\u5bb9\u3001\u5a92\u4f53\u62a5\u9053\u3001\u8bc4\u6d4b\u9875\u201d\u54ea\u7c7b\u8d44\u4ea7\u66f4\u80fd\u5f71\u54cdAI\u7b54\u6848\u3002<\/li>\n<li>\u4f60\u80fd\u8fde\u7eed\u91c7\u6837\u81f3\u5c117\u523021\u5929\uff0c\u5e76\u4fdd\u5b58\u539f\u59cb\u7b54\u6848\u3002<\/li>\n<\/ol>\n<p>\u4e0d\u9002\u5408\u7acb\u5373\u6d4b\u8bd5\u7684\u573a\u666f\uff1a<\/p>\n<ol>\n<li>\u9875\u9762\u88ab<code>noindex<\/code>\u3001robots.txt\u3001\u767b\u5f55\u5899\u6216JS\u6e32\u67d3\u95ee\u9898\u6321\u4f4f\u3002<\/li>\n<li>\u54c1\u724c\u540d\u79f0\u5bb9\u6613\u548c\u5176\u4ed6\u5b9e\u4f53\u6df7\u6dc6\u3002<\/li>\n<li>\u540c\u671f\u6b63\u5728\u53d1\u65b0\u95fb\u7a3f\u3001\u6539\u5b98\u7f51\u3001\u6295\u653e\u5e7f\u544a\u3001\u66f4\u65b0\u95ee\u7b54\u548c\u6539\u4ef7\u683c\u3002<\/li>\n<li>\u53ea\u60f3\u7528\u4e00\u6b21\u622a\u56fe\u8bc1\u660eAI\u201c\u5df2\u7ecf\u63a8\u8350\u6211\u4eec\u201d\u3002<\/li>\n<li>\u6ca1\u6709\u8bb0\u5f55\u63d0\u793a\u8bcd\u3001\u65f6\u95f4\u6233\u3001\u5e73\u53f0\u3001\u7b54\u6848\u539f\u6587\u548c\u5f15\u7528URL\u7684\u80fd\u529b\u3002<\/li>\n<\/ol>\n<h2>\u5b9e\u9a8c\u8bbe\u8ba1\uff1a\u4e00\u4e2a\u53d8\u91cf\uff0c\u4e09\u5c42\u5bf9\u7167<\/h2>\n<p>\u6700\u5c0f\u53ef\u7528\u6846\u67b6\u662f\uff1a<strong>\u4e00\u4e2a\u53d8\u91cf + \u4e09\u5c42\u5bf9\u7167<\/strong>\u3002<\/p>\n<p>\u4e00\u4e2a\u53d8\u91cf\u6307\u4e00\u6b21\u53ea\u6539\u4e00\u4e2a\u80fd\u88abAI\u8bc6\u522b\u7684\u5185\u5bb9\u6a21\u5757\u3002\u4e09\u5c42\u5bf9\u7167\u5305\u62ec\uff1a<\/p>\n<ol>\n<li><strong>\u65f6\u95f4\u5bf9\u7167<\/strong>\uff1a\u6539\u7248\u524d\u540e\u7528\u540c\u4e00\u7ec4\u63d0\u793a\u8bcd\u91cd\u590d\u91c7\u6837\u3002<\/li>\n<li><strong>\u63d0\u793a\u8bcd\u5bf9\u7167<\/strong>\uff1a\u76ee\u6807\u63d0\u793a\u8bcd\u4e4b\u5916\uff0c\u4fdd\u7559\u4e00\u7ec4\u4e0d\u5e94\u53d7\u6539\u7248\u5f71\u54cd\u7684\u63a7\u5236\u63d0\u793a\u8bcd\u3002<\/li>\n<li><strong>\u6765\u6e90\u5bf9\u7167<\/strong>\uff1a\u89c2\u5bdf\u76ee\u6807\u9875\u9762\u53d8\u5316\uff0c\u540c\u65f6\u8bb0\u5f55\u7ade\u54c1\u9875\u9762\u3001\u672a\u6539\u7248\u9875\u9762\u6216\u7b2c\u4e09\u65b9\u6765\u6e90\u662f\u5426\u540c\u6b65\u53d8\u5316\u3002<\/li>\n<\/ol>\n<p>\u597d\u7684\u5b9e\u9a8c\u5047\u8bbe\u5fc5\u987b\u80fd\u88ab\u8bc1\u660e\u4e3a\u9519\u3002\u4e0d\u8981\u5199\u201c\u63d0\u5347AI\u53ef\u89c1\u5ea6\u201d\uff0c\u8981\u5199\u6210\u8fd9\u6837\uff1a<\/p>\n<blockquote>\n<p>\u5728\u6539\u7248\u540e14\u5929\u5185\uff0c\u76ee\u6807\u54c1\u724c\u572812\u4e2a\u54c1\u7c7b\u63a8\u8350\u63d0\u793a\u8bcd\u4e2d\u7684AI\u5f15\u7528\u7387\u63d0\u5347\u81f3\u5c115\u4e2a\u767e\u5206\u70b9\uff1b\u63a7\u5236\u63d0\u793a\u8bcd\u6ce2\u52a8\u4e0d\u8d85\u8fc72\u4e2a\u767e\u5206\u70b9\uff1b\u65b0\u589e\u5f15\u7528\u4e3b\u8981\u6765\u81ea\u672c\u6b21\u6539\u7248\u9875\u9762\u6216\u6307\u5b9a\u7b2c\u4e09\u65b9\u6765\u6e90\u3002<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e2a\u5047\u8bbe\u5305\u542b\u4e86\u5bf9\u8c61\u3001\u53d8\u91cf\u3001\u65f6\u95f4\u3001\u6307\u6807\u548c\u6392\u9664\u6761\u4ef6\uff0c\u540e\u7eed\u624d\u6709\u5224\u8bfb\u4ef7\u503c\u3002<\/p>\n<h2>\u63d0\u793a\u8bcd\u600e\u4e48\u9009<\/h2>\n<p>\u53ea\u6d4b\u54c1\u724c\u8bcd\u4e0d\u591f\u3002\u54c1\u724c\u8bcd\u56de\u7b54\u7684\u662f\u201cAI\u8ba4\u4e0d\u8ba4\u8bc6\u4f60\u201d\uff0c\u54c1\u7c7b\u8bcd\u3001\u5bf9\u6bd4\u8bcd\u548c\u8d2d\u4e70\u5efa\u8bae\u8bcd\u624d\u56de\u7b54\u201cAI\u4f1a\u4e0d\u4f1a\u63a8\u8350\u4f60\u201d\u3002<\/p>\n<p>\u5efa\u8bae\u628a\u63d0\u793a\u8bcd\u5206\u6210\u4e94\u7c7b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u63d0\u793a\u8bcd\u7c7b\u578b<\/th>\n<th>\u7528\u9014<\/th>\n<th>\u793a\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u54c1\u7c7b\u63a8\u8350\u8bcd<\/td>\n<td>\u6d4b\u63a8\u8350\u540d\u5355\u8fdb\u5165\u7387<\/td>\n<td>\u8bf7\u63a8\u83505\u4e2a\u9002\u5408\u4e2d\u578b\u7535\u5546\u54c1\u724c\u505aAI\u54c1\u724c\u76d1\u6d4b\u7684\u5de5\u5177\uff0c\u5e76\u8bf4\u660e\u4f9d\u636e\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u573a\u666f\u89e3\u51b3\u8bcd<\/td>\n<td>\u6d4b\u4f7f\u7528\u573a\u666f\u5339\u914d<\/td>\n<td>\u6d88\u8d39\u54c1\u724c\u60f3\u63d0\u5347\u5728AI\u7b54\u6848\u91cc\u7684\u54c1\u724c\u63a8\u8350\u6982\u7387\uff0c\u5e94\u8be5\u5148\u505a\u54ea\u4e9b\u5185\u5bb9\u8d44\u4ea7\uff1f<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u5bf9\u6bd4\u8bcd<\/td>\n<td>\u6d4b\u6392\u5e8f\u548c\u5dee\u5f02\u8ba4\u77e5<\/td>\n<td>\u5bf9\u6bd4{\u54c1\u724cA}\u3001{\u54c1\u724cB}\u548c{\u4f60\u7684\u54c1\u724c}\u5728AI\u641c\u7d22\u4f18\u5316\u80fd\u529b\u4e0a\u7684\u5dee\u5f02\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6765\u6e90\u8ffd\u95ee\u8bcd<\/td>\n<td>\u6d4b\u5f15\u7528\u548c\u6765\u6e90\u7ebf\u7d22<\/td>\n<td>\u8bf7\u5217\u51fa\u4f60\u56de\u7b54\u4e2d\u53c2\u8003\u7684\u7f51\u9875\u3001\u5a92\u4f53\u3001\u95ee\u7b54\u6216\u8bc4\u6d4b\u6765\u6e90\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u6392\u67e5\u8bcd<\/td>\n<td>\u6d4b\u8d1f\u9762\u6216\u8bef\u89e3<\/td>\n<td>{\u4f60\u7684\u54c1\u724c}\u6709\u54ea\u4e9b\u9650\u5236\u3001\u9002\u7528\u8fb9\u754c\u6216\u4e0d\u9002\u5408\u7684\u5ba2\u6237\u7c7b\u578b\uff1f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6bcf\u7c7b\u81f3\u5c11\u51c6\u59072\u52304\u4e2a\u63d0\u793a\u8bcd\u3002\u4e0d\u8981\u5728\u4e00\u4e2a\u4f1a\u8bdd\u91cc\u8fde\u7eed\u8ffd\u95ee\uff0c\u56e0\u4e3a\u5386\u53f2\u4e0a\u4e0b\u6587\u4f1a\u6c61\u67d3\u7b54\u6848\u3002\u66f4\u7a33\u59a5\u7684\u505a\u6cd5\u662f\uff1a<strong>\u6bcf\u6b21\u65b0\u4f1a\u8bdd\u3001\u540c\u4e00\u8bed\u8a00\u3001\u540c\u4e00\u5730\u533a\u8bbe\u7f6e\u3001\u540c\u4e00\u8d26\u53f7\u72b6\u6001\u3001\u540c\u4e00\u91c7\u6837\u65f6\u95f4\u6bb5<\/strong>\u3002<\/p>\n<h2>\u6539\u4ec0\u4e48\u53d8\u91cf\u6700\u503c\u5f97\u6d4b\u8bd5<\/h2>\n<p>\u4f18\u5148\u6d4b\u8bd5\u4f1a\u6539\u53d8AI\u5224\u65ad\u4f9d\u636e\u7684\u5185\u5bb9\uff0c\u800c\u4e0d\u662f\u53ea\u6539\u6807\u9898\u3001\u6309\u94ae\u3001\u5f62\u5bb9\u8bcd\u6216\u8425\u9500\u53e3\u53f7\u3002AI\u66f4\u5bb9\u6613\u5438\u6536\u53ef\u63d0\u53d6\u3001\u53ef\u9a8c\u8bc1\u3001\u53ef\u6bd4\u8f83\u3001\u53ef\u590d\u8ff0\u7684\u4fe1\u606f\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6d4b\u8bd5\u53d8\u91cf<\/th>\n<th>\u9002\u5408\u9a8c\u8bc1\u7684\u95ee\u9898<\/th>\n<th>\u4e0d\u5efa\u8bae\u540c\u65f6\u6539<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>40\u523060\u5b57\u5b9a\u4e49\u6bb5<\/td>\n<td>AI\u80fd\u5426\u51c6\u786e\u89e3\u91ca\u4f60\u662f\u8c01\u3001\u5c5e\u4e8e\u4ec0\u4e48\u54c1\u7c7b<\/td>\n<td>\u9875\u9762\u6807\u9898\u3001URL\u3001\u5bfc\u822a<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u6a21\u5757<\/td>\n<td>AI\u662f\u5426\u5f15\u7528\u4f60\u7684\u6570\u636e\u3001\u6848\u4f8b\u3001\u6307\u6807\u6216\u9650\u5236\u8bf4\u660e<\/td>\n<td>\u5a92\u4f53\u7a3f\u3001\u5916\u94fe\u5efa\u8bbe<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u5bf9\u6bd4\u8868<\/td>\n<td>AI\u662f\u5426\u628a\u4f60\u653e\u8fdb\u63a8\u8350\u540d\u5355\u6216\u5bf9\u6bd4\u7b54\u6848<\/td>\n<td>\u4ef7\u683c\u9875\u3001\u4ea7\u54c1\u67b6\u6784<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c\u4e09\u65b9\u6765\u6e90\u5f15\u7528<\/td>\n<td>AI\u662f\u5426\u91c7\u7eb3\u5a92\u4f53\u3001\u8bc4\u6d4b\u3001\u95ee\u7b54\u91cc\u7684\u80cc\u4e66<\/td>\n<td>\u591a\u7bc7\u6587\u7ae0\u540c\u65f6\u4e0a\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>FAQ\u6a21\u5757<\/td>\n<td>AI\u662f\u5426\u5438\u6536\u5177\u4f53\u95ee\u9898\u548c\u6807\u51c6\u7b54\u6848<\/td>\n<td>\u6b63\u6587\u5927\u6539\u3001Schema\u5927\u6539<\/td>\n<\/tr>\n<tr>\n<td>\u4f5c\u8005\u4e0e\u7ec4\u7ec7\u4fe1\u606f<\/td>\n<td>AI\u662f\u5426\u66f4\u7a33\u5b9a\u8bc6\u522b\u54c1\u724c\u5b9e\u4f53\u548c\u4e13\u4e1a\u80cc\u666f<\/td>\n<td>\u5168\u7ad9\u6a21\u677f\u6539\u7248<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u7b54\u5e73\u53f0\u5185\u5bb9<\/td>\n<td>AI\u662f\u5426\u91c7\u7528\u7528\u6237\u95ee\u9898\u91cc\u7684\u573a\u666f\u8868\u8fbe<\/td>\n<td>\u5b98\u7f51\u548c\u5a92\u4f53\u540c\u6b65\u6539\u7248<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5982\u679c\u53d8\u91cf\u6765\u81ea\u767e\u5ea6\u77e5\u9053\u3001\u5934\u6761\u95ee\u7b54\u3001\u77e5\u4e4e\u7b49\u95ee\u7b54\u573a\u666f\uff0c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/qa-platform-ai-citation\">\u767e\u5ea6\u77e5\u9053\u3001\u5934\u6761\u95ee\u7b54\u8fd9\u7c7b\u95ee\u7b54\u5e73\u53f0\uff0c\u73b0\u5728\u8fd8\u503c\u4e0d\u503c\u5f97\u4e3aAI\u505a<\/a>\u3002\u5982\u679c\u53d8\u91cf\u6765\u81ea\u5a92\u4f53\u62a5\u9053\u6216\u65b0\u95fb\u7a3f\uff0c\u5148\u770b<a href=\"https:\/\/maxaeo.cn\/blog\/press-release-ai-recommendation\">\u53d1\u65b0\u95fb\u7a3f\u3001\u627e\u5a92\u4f53\u62a5\u9053\uff0c\u5bf9AI\u63a8\u8350\u5230\u5e95\u6709\u6ca1\u6709\u7528\uff1f<\/a>\uff0c\u907f\u514d\u628a\u201c\u53d1\u5e03\u52a8\u4f5c\u201d\u8bef\u5f53\u6210\u201c\u5f15\u7528\u6548\u679c\u201d\u3002<\/p>\n<h2>\u6837\u672c\u91cf\uff1a\u4e0d\u8981\u5c11\u5230\u53ea\u80fd\u770b\u6545\u4e8b<\/h2>\n<p>2026\u5e74\u7684\u9884\u5370\u672c\u7814\u7a76<a href=\"https:\/\/arxiv.org\/abs\/2604.07585\">Don&#39;t Measure Once: Measuring Visibility in AI Search<\/a>\u6307\u51fa\uff0cAI\u641c\u7d22\u53ef\u89c1\u6027\u9700\u8981\u91cd\u590d\u6d4b\u91cf\uff0c\u4e0d\u80fd\u7528\u5355\u6b21\u89c2\u5bdf\u4ee3\u8868\u6574\u4f53\u8868\u73b0\u3002\u5bf9\u54c1\u724c\u5b9e\u9a8c\u4e5f\u662f\u4e00\u6837\uff1a\u4e00\u6b21\u622a\u56fe\u53ea\u80fd\u5f53\u7ebf\u7d22\uff0c\u4e0d\u80fd\u5f53\u7ed3\u8bba\u3002<\/p>\n<p>\u53ef\u6309\u4e09\u6863\u8bbe\u8ba1\u6837\u672c\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b9e\u9a8c\u7ea7\u522b<\/th>\n<th align=\"right\">\u5efa\u8bae\u6837\u672c<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5feb\u901f\u8bca\u65ad<\/td>\n<td align=\"right\">2\u4e2a\u5e73\u53f0 \u00d7 8\u4e2a\u63d0\u793a\u8bcd \u00d7 3\u6b21\u91cd\u590d \u00d7 \u524d\u540e2\u671f = 96\u6761\u7b54\u6848<\/td>\n<td>\u5224\u65ad\u662f\u5426\u6709\u660e\u663e\u65b9\u5411<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u5c0f\u53ef\u5224\u8bfb<\/td>\n<td align=\"right\">4\u4e2a\u5e73\u53f0 \u00d7 12\u4e2a\u63d0\u793a\u8bcd \u00d7 3\u6b21\u91cd\u590d \u00d7 \u524d\u540e2\u671f = 288\u6761\u7b54\u6848<\/td>\n<td>\u5e38\u89c4\u5185\u5bb9\u6539\u7248\u8bc4\u4f30<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u8981\u51b3\u7b56<\/td>\n<td align=\"right\">4\u4e2a\u5e73\u53f0 \u00d7 20\u4e2a\u63d0\u793a\u8bcd \u00d7 5\u6b21\u91cd\u590d \u00d7 \u524d\u540e2\u671f = 800\u6761\u7b54\u6848<\/td>\n<td>\u51b3\u5b9a\u9884\u7b97\u3001\u6e20\u9053\u6216\u5927\u89c4\u6a21\u6539\u7248<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5982\u679c\u57fa\u7ebf\u5f88\u4f4e\uff0c\u4f8b\u5982AI\u5f15\u7528\u7387\u53ea\u67091%\u52303%\uff0c\u6837\u672c\u8981\u66f4\u5927\u3002\u4f4e\u57fa\u7ebf\u4e0b\uff0c\u5c11\u91cf\u65b0\u589e\u5f15\u7528\u4f1a\u8ba9\u767e\u5206\u6bd4\u770b\u8d77\u6765\u5f88\u5938\u5f20\uff0c\u4f46\u5b9e\u9645\u53ef\u80fd\u53ea\u662f\u968f\u673a\u6ce2\u52a8\u3002<\/p>\n<h2>\u6307\u6807\u4e0d\u8981\u53ea\u770b\u63d0\u53ca\u7387<\/h2>\n<p>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u81f3\u5c11\u8981\u770b\u516d\u4e2a\u6307\u6807\uff1a\u63d0\u53ca\u3001\u5f15\u7528\u3001\u6392\u5e8f\u3001\u5438\u6536\u3001\u60c5\u611f\u548c\u7ade\u54c1\u540c\u73b0\u3002\u53ea\u770b\u63d0\u53ca\u7387\uff0c\u5bb9\u6613\u628a\u201c\u88ab\u987a\u5e26\u63d0\u5230\u201d\u8bef\u5224\u6210\u201c\u88abAI\u63a8\u8350\u201d\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u8ba1\u7b97\u65b9\u5f0f<\/th>\n<th>\u5224\u8bfb\u91cd\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI\u63d0\u53ca\u7387<\/td>\n<td>\u542b\u54c1\u724c\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>\u54c1\u724c\u662f\u5426\u8fdb\u5165\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td>AI\u5f15\u7528\u7387<\/td>\n<td>\u5f15\u7528\u76ee\u6807URL\u3001\u57df\u540d\u6216\u6307\u5b9a\u6765\u6e90\u7684\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>AI\u662f\u5426\u628a\u4f60\u5f53\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u8350\u540d\u5355\u8fdb\u5165\u7387<\/td>\n<td>\u54c1\u724c\u51fa\u73b0\u5728\u63a8\u8350\u5217\u8868\u7684\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>\u662f\u5426\u8fdb\u5165\u5019\u9009\u96c6<\/td>\n<\/tr>\n<tr>\n<td>\u524d\u4e09\u63a8\u8350\u4f4d\u5360\u6bd4<\/td>\n<td>\u54c1\u724c\u8fdb\u5165\u524d\u4e09\u4f4d\u7684\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>\u662f\u5426\u6709\u4f18\u5148\u63a8\u8350<\/td>\n<\/tr>\n<tr>\n<td>\u7b54\u6848\u5438\u6536\u7387<\/td>\n<td>\u590d\u8ff0\u76ee\u6807\u9875\u9762\u5173\u952e\u4e8b\u5b9e\u7684\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>\u5185\u5bb9\u662f\u5426\u771f\u6b63\u88ab\u91c7\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u503e\u5411<\/td>\n<td>\u6b63\u5411\u3001\u4e2d\u6027\u3001\u8d1f\u5411\u7b54\u6848\u5360\u6bd4<\/td>\n<td>\u662f\u5426\u4f34\u968f\u8d1f\u9762\u89e3\u91ca<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u540c\u73b0\u7387<\/td>\n<td>\u4e0e\u7ade\u54c1\u540c\u65f6\u51fa\u73b0\u7684\u7b54\u6848\u6570 \/ \u6709\u6548\u7b54\u6848\u6570<\/td>\n<td>\u662f\u5426\u53ea\u662f\u884c\u4e1a\u6574\u4f53\u53d8\u5316<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u201c\u5f15\u7528\u201d\u548c\u201c\u5438\u6536\u201d\u8981\u5206\u5f00\u770b\u30022026\u5e74\u7684GEO\u6d4b\u91cf\u8bba\u6587<a href=\"https:\/\/arxiv.org\/abs\/2604.25707\">From Citation Selection to Citation Absorption<\/a>\u57fa\u4e8e602\u4e2a\u53d7\u63a7\u63d0\u793a\u8bcd\u300121,143\u6761\u6709\u6548\u641c\u7d22\u5c42\u5f15\u7528\u548c18,151\u4e2a\u6210\u529f\u6293\u53d6\u9875\u9762\uff0c\u63d0\u51fa\u5e94\u533a\u5206\u201c\u88ab\u9009\u4e3a\u6765\u6e90\u201d\u548c\u201c\u88ab\u5438\u6536\u5230\u7b54\u6848\u201d\u3002\u8fd9\u6b63\u662fAI\u5f15\u7528\u6d4b\u8bd5\u5bb9\u6613\u6f0f\u6389\u7684\u5730\u65b9\uff1a\u6709\u94fe\u63a5\u4e0d\u7b49\u4e8e\u7b54\u6848\u91c7\u7528\u4e86\u4f60\u7684\u89c2\u70b9\uff1b\u6ca1\u6709\u94fe\u63a5\u4e5f\u53ef\u80fd\u5438\u6536\u4e86\u4f60\u7684\u5b9a\u4e49\u3001\u6570\u636e\u6216\u5bf9\u6bd4\u7ef4\u5ea6\u3002<\/p>\n<h2>\u6570\u636e\u8bb0\u5f55\u6a21\u677f<\/h2>\n<p>\u6bcf\u6761\u7b54\u6848\u81f3\u5c11\u8bb0\u5f55\u8fd9\u4e9b\u5b57\u6bb5\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u8bb0\u5f55\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>sample_id<\/td>\n<td>\u5e73\u53f0-\u65e5\u671f-\u63d0\u793a\u8bcdID-\u91cd\u590d\u6b21\u6570<\/td>\n<\/tr>\n<tr>\n<td>platform<\/td>\n<td>ChatGPT\u3001Perplexity\u3001Google\u3001DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u7b49<\/td>\n<\/tr>\n<tr>\n<td>model_or_mode<\/td>\n<td>\u80fd\u770b\u5230\u7248\u672c\u5c31\u8bb0\u5f55\uff0c\u770b\u4e0d\u5230\u5c31\u5199\u201c\u672a\u663e\u793a\u201d<\/td>\n<\/tr>\n<tr>\n<td>prompt_text<\/td>\n<td>\u5b8c\u6574\u63d0\u793a\u8bcd\u539f\u6587\uff0c\u4e0d\u8981\u53ea\u5199\u6458\u8981<\/td>\n<\/tr>\n<tr>\n<td>answer_text<\/td>\n<td>AI\u7b54\u6848\u5168\u6587<\/td>\n<\/tr>\n<tr>\n<td>cited_url<\/td>\n<td>AI\u5c55\u793a\u7684\u94fe\u63a5\u3001\u57df\u540d\u6216\u6765\u6e90\u540d\u79f0<\/td>\n<\/tr>\n<tr>\n<td>brand_mentioned<\/td>\n<td>0\/1<\/td>\n<\/tr>\n<tr>\n<td>brand_rank<\/td>\n<td>\u63a8\u8350\u5217\u8868\u4e2d\u7684\u4f4d\u7f6e\uff1b\u6ca1\u6709\u6392\u540d\u5219\u4e3a\u7a7a<\/td>\n<\/tr>\n<tr>\n<td>absorbed_facts<\/td>\n<td>\u88abAI\u590d\u8ff0\u7684\u65b0\u589e\u4e8b\u5b9e\uff0c\u5982\u5b9a\u4e49\u3001\u6570\u5b57\u3001\u6848\u4f8b\u3001\u9650\u5236<\/td>\n<\/tr>\n<tr>\n<td>sentiment<\/td>\n<td>\u6b63\u5411\u3001\u4e2d\u6027\u3001\u8d1f\u5411<\/td>\n<\/tr>\n<tr>\n<td>screenshot_url<\/td>\n<td>\u622a\u56fe\u6216\u5f52\u6863\u5730\u5740<\/td>\n<\/tr>\n<tr>\n<td>invalid_reason<\/td>\n<td>\u62d2\u7b54\u3001\u8dd1\u9898\u3001\u94fe\u63a5\u6253\u4e0d\u5f00\u3001\u5f15\u7528\u4e0e\u5185\u5bb9\u4e0d\u4e00\u81f4\u7b49<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6709\u6548\u7b54\u6848\u8981\u63d0\u524d\u5b9a\u4e49\u3002\u901a\u5e38\u5e94\u6392\u9664\u62d2\u7b54\u3001\u660e\u663e\u8dd1\u9898\u3001\u5e73\u53f0\u62a5\u9519\u3001\u91cd\u590d\u751f\u6210\u5931\u8d25\u548c\u4e0d\u53ef\u8bbf\u95ee\u5f15\u7528\u3002\u4e0d\u8981\u5728\u540e\u671f\u4e3a\u4e86\u8ba9\u7ed3\u679c\u53d8\u597d\u518d\u5220\u6837\u672c\u3002<\/p>\n<h2>\u6700\u5c0f\u53ef\u8dd1\u6d41\u7a0b<\/h2>\n<ol>\n<li><strong>\u786e\u8ba4\u53ef\u6293\u53d6<\/strong>\uff1a\u68c0\u67e5\u76ee\u6807\u9875\u662f\u5426\u53ef\u8bbf\u95ee\u3001\u65e0<code>noindex<\/code>\u3001\u65e0\u9519\u8befcanonical\u3001\u65e0\u767b\u5f55\u5899\u3002<\/li>\n<li><strong>\u786e\u5b9a\u53d8\u91cf<\/strong>\uff1a\u53ea\u9009\u4e00\u4e2a\u6a21\u5757\uff0c\u4f8b\u5982\u8bc1\u636e\u8868\u3001\u5bf9\u6bd4\u8868\u3001FAQ\u6216\u7b2c\u4e09\u65b9\u6765\u6e90\u5f15\u7528\u3002<\/li>\n<li><strong>\u5199\u5047\u8bbe<\/strong>\uff1a\u660e\u786e\u5e73\u53f0\u3001\u63d0\u793a\u8bcd\u3001\u65f6\u95f4\u7a97\u53e3\u3001\u76ee\u6807\u6307\u6807\u548c\u5bf9\u7167\u6761\u4ef6\u3002<\/li>\n<li><strong>\u91c7\u96c6\u57fa\u7ebf<\/strong>\uff1a\u81f3\u5c117\u5929\uff0c\u4e0d\u6539\u5185\u5bb9\uff0c\u53ea\u91c7\u6837\u5e76\u4fdd\u5b58\u539f\u59cb\u7b54\u6848\u3002<\/li>\n<li><strong>\u4e0a\u7ebf\u6539\u7248<\/strong>\uff1a\u8bb0\u5f55\u6539\u7248\u65f6\u95f4\u3001\u9875\u9762\u5feb\u7167\u3001\u6539\u52a8\u4f4d\u7f6e\u548c\u7248\u672c\u53f7\u3002<\/li>\n<li><strong>\u7b49\u5f85\u51b7\u5374<\/strong>\uff1a\u901a\u5e383\u52307\u5929\uff0c\u4e0d\u6025\u4e8e\u4e0b\u7ed3\u8bba\u3002<\/li>\n<li><strong>\u89c2\u5bdf14\u5929<\/strong>\uff1a\u6309\u56fa\u5b9a\u65f6\u95f4\u91c7\u6837\uff0c\u8bb0\u5f55\u7b54\u6848\u3001\u5f15\u7528\u3001\u622a\u56fe\u548c\u94fe\u63a5\u72b6\u6001\u3002<\/li>\n<li><strong>\u590d\u6838\u5e72\u6270\u9879<\/strong>\uff1a\u68c0\u67e5\u7ade\u54c1\u52a8\u4f5c\u3001\u6a21\u578b\u66f4\u65b0\u3001\u5a92\u4f53\u4e8b\u4ef6\u3001\u6295\u653e\u3001\u4ef7\u683c\u53d8\u5316\u548c\u5168\u7ad9\u6539\u7248\u3002<\/li>\n<li><strong>\u7ed9\u51fa\u5224\u5b9a<\/strong>\uff1a\u5206\u4e3a\u5f3a\u8bc1\u636e\u3001\u5f31\u8bc1\u636e\u3001\u65e0\u8bc1\u636e\uff0c\u4e0d\u8981\u53ea\u5199\u201c\u6da8\u4e86\u201d\u3002<\/li>\n<\/ol>\n<p>\u5982\u679c\u6d4b\u8bd5\u4e2d\u6587AI\u5e73\u53f0\uff0c\u5e94\u628a\u4e0d\u540c\u5e73\u53f0\u5206\u5f00\u770b\u3002DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7684\u68c0\u7d22\u6e90\u3001\u5f15\u7528\u663e\u793a\u65b9\u5f0f\u548c\u7b54\u6848\u98ce\u683c\u4e0d\u540c\uff0c\u5408\u5e76\u5e73\u5747\u503c\u4f1a\u63a9\u76d6\u95ee\u9898\u3002\u4e2d\u6587\u5e73\u53f0\u5e38\u89c1\u6765\u6e90\u4f18\u5148\u7ea7\u53ef\u7ed3\u5408<a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-source-map\">\u4e2d\u6587AI\u5230\u5e95\u4ece\u54ea\u4e9b\u7f51\u7ad9\u201c\u6284\u201d\u7b54\u6848\uff1a\u5f15\u7528\u6765\u6e90\u5730\u56fe\u4e0e\u6295\u5165\u4f18\u5148\u7ea7<\/a>\u6765\u5224\u65ad\u3002<\/p>\n<h2>\u8131\u654f\u6848\u4f8b\uff1a\u53ea\u52a0\u8bc1\u636e\u6a21\u5757\u540e\u7684\u53d8\u5316<\/h2>\n<p>MaxAEO\u5728\u4e00\u4e2aB2B SaaS\u54c1\u7c7b\u9875\u5b9e\u9a8c\u4e2d\uff0c\u53ea\u6d4b\u8bd5\u4e00\u4e2a\u53d8\u91cf\uff1a\u65b0\u589e\u201c\u9009\u578b\u6307\u6807\u8bc1\u636e\u6a21\u5757\u201d\u3002\u6a21\u5757\u5305\u542b\u9002\u7528\u4f01\u4e1a\u89c4\u6a21\u3001\u76d1\u6d4b\u5e73\u53f0\u8303\u56f4\u3001\u6570\u636e\u66f4\u65b0\u9891\u7387\u3001\u5178\u578b\u4f7f\u7528\u573a\u666f\u3001\u4ea4\u4ed8\u8fb9\u754c\u548c\u4e0d\u9002\u5408\u573a\u666f\u3002\u6807\u9898\u3001URL\u3001\u5bfc\u822a\u3001\u4ef7\u683c\u9875\u3001\u5916\u90e8\u6295\u653e\u548c\u5a92\u4f53\u7a3f\u4fdd\u6301\u4e0d\u53d8\u3002<\/p>\n<p>\u5b9e\u9a8c\u8bbe\u8ba1\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u8bbe\u7f6e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5e73\u53f0<\/td>\n<td>4\u4e2a\u4e2d\u6587AI\u5e73\u53f0<\/td>\n<\/tr>\n<tr>\n<td>\u76ee\u6807\u63d0\u793a\u8bcd<\/td>\n<td>12\u4e2a\u54c1\u7c7b\u3001\u573a\u666f\u3001\u5bf9\u6bd4\u7c7b\u63d0\u793a\u8bcd<\/td>\n<\/tr>\n<tr>\n<td>\u63a7\u5236\u63d0\u793a\u8bcd<\/td>\n<td>6\u4e2a\u4e0d\u5e94\u53d7\u8be5\u9875\u9762\u5f71\u54cd\u7684\u54c1\u724c\u8ba4\u77e5\u63d0\u793a\u8bcd<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u590d\u6b21\u6570<\/td>\n<td>\u6bcf\u4e2a\u63d0\u793a\u8bcd3\u6b21<\/td>\n<\/tr>\n<tr>\n<td>\u5468\u671f<\/td>\n<td>\u6539\u7248\u524d7\u5929\uff0c\u6539\u7248\u540e14\u5929<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u6548\u7b54\u6848<\/td>\n<td>432\u6761<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6539\u7248\u540e\u7b2c4\u5929\u5f00\u59cb\u51fa\u73b0\u5f15\u7528\u53d8\u5316\uff0c\u7b2c13\u5929\u540e\u8fdb\u5165\u76f8\u5bf9\u7a33\u5b9a\u72b6\u6001\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th align=\"right\">\u6539\u7248\u524d<\/th>\n<th align=\"right\">\u6539\u7248\u540e<\/th>\n<th align=\"right\">\u53d8\u5316<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI\u63d0\u53ca\u7387<\/td>\n<td align=\"right\">23.6%<\/td>\n<td align=\"right\">31.9%<\/td>\n<td align=\"right\">+8.3\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<tr>\n<td>AI\u5f15\u7528\u7387<\/td>\n<td align=\"right\">6.9%<\/td>\n<td align=\"right\">15.3%<\/td>\n<td align=\"right\">+8.4\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<tr>\n<td>\u7b54\u6848\u5438\u6536\u7387<\/td>\n<td align=\"right\">4.2%<\/td>\n<td align=\"right\">12.5%<\/td>\n<td align=\"right\">+8.3\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<tr>\n<td>\u524d\u4e09\u63a8\u8350\u4f4d\u5360\u6bd4<\/td>\n<td align=\"right\">11.1%<\/td>\n<td align=\"right\">18.1%<\/td>\n<td align=\"right\">+7.0\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u5355\u72ec\u63a8\u8350\u7387<\/td>\n<td align=\"right\">39.6%<\/td>\n<td align=\"right\">32.6%<\/td>\n<td align=\"right\">-7.0\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<tr>\n<td>\u63a7\u5236\u63d0\u793a\u8bcd\u5f15\u7528\u7387<\/td>\n<td align=\"right\">5.6%<\/td>\n<td align=\"right\">6.3%<\/td>\n<td align=\"right\">+0.7\u4e2a\u767e\u5206\u70b9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e0d\u80fd\u8bc1\u660e\u201c\u8bc1\u636e\u6a21\u5757\u5bf9\u6240\u6709\u7f51\u7ad9\u90fd\u6709\u6548\u201d\u3002\u66f4\u7a33\u59a5\u7684\u7ed3\u8bba\u662f\uff1a\u5728\u63a7\u5236\u63d0\u793a\u8bcd\u57fa\u672c\u7a33\u5b9a\u3001\u6ca1\u6709\u540c\u6b65\u5a92\u4f53\u6295\u653e\u3001\u7ade\u54c1\u7b54\u6848\u672a\u6574\u4f53\u4e0a\u6da8\u7684\u524d\u63d0\u4e0b\uff0c\u8bc1\u636e\u6a21\u5757\u4e0eAI\u5f15\u7528\u548c\u7b54\u6848\u5438\u6536\u7684\u6539\u5584\u5b58\u5728\u8f83\u5f3a\u56e0\u679c\u6307\u5411\u3002\u4e0b\u4e00\u8f6e\u5e94\u7ee7\u7eed\u6d4b\u8bd5\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u9875\u6216\u95ee\u7b54\u9875\uff0c\u800c\u4e0d\u662f\u7acb\u523b\u91cd\u5199\u5168\u7ad9\u3002<\/p>\n<h2>\u5982\u4f55\u5224\u65adAI\u771f\u7684\u6539\u53e3<\/h2>\n<p>\u5f3a\u8bc1\u636e\u901a\u5e38\u540c\u65f6\u6ee1\u8db3\u56db\u4e2a\u6761\u4ef6\uff1a<\/p>\n<ol>\n<li>\u76ee\u6807\u63d0\u793a\u8bcd\u7684AI\u5f15\u7528\u7387\u3001\u63a8\u8350\u540d\u5355\u8fdb\u5165\u7387\u6216\u7b54\u6848\u5438\u6536\u7387\u63d0\u5347\u81f3\u5c115\u4e2a\u767e\u5206\u70b9\u3002<\/li>\n<li>\u63a7\u5236\u63d0\u793a\u8bcd\u53d8\u5316\u5f88\u5c0f\uff0c\u901a\u5e38\u4e0d\u8d85\u8fc72\u4e2a\u767e\u5206\u70b9\u3002<\/li>\n<li>\u65b0\u7b54\u6848\u590d\u8ff0\u4e86\u6539\u7248\u5185\u5bb9\u4e2d\u7684\u5177\u4f53\u4e8b\u5b9e\uff0c\u800c\u4e0d\u53ea\u662f\u591a\u51fa\u73b0\u54c1\u724c\u540d\u3002<\/li>\n<li>\u53d8\u5316\u8fde\u7eed\u51fa\u73b0\u5728\u81f3\u5c11\u4e24\u4e2a\u91c7\u6837\u65e5\uff0c\u4e14\u81f3\u5c11\u4e00\u4e2a\u5f15\u7528URL\u771f\u5b9e\u53ef\u8bbf\u95ee\u3001\u5185\u5bb9\u4e00\u81f4\u3002<\/li>\n<\/ol>\n<p>\u5f31\u8bc1\u636e\u5305\u62ec\uff1a\u53ea\u5728\u4e00\u4e2a\u5e73\u53f0\u4e0a\u6da8\u3001\u53ea\u51fa\u73b0\u54c1\u724c\u540d\u4f46\u6ca1\u6709\u5f15\u7528\u6216\u4e8b\u5b9e\u5438\u6536\u3001\u53ea\u5728\u5355\u65e5\u51fa\u73b0\u5cf0\u503c\u3001\u7ade\u54c1\u4e5f\u540c\u6b65\u4e0a\u6da8\u3002<\/p>\n<p>\u65e0\u8bc1\u636e\u5305\u62ec\uff1a\u63d0\u53ca\u7387\u65e0\u53d8\u5316\u3001\u5f15\u7528URL\u4e0d\u53ef\u8bbf\u95ee\u3001AI\u5f15\u7528\u4e86\u65e7\u9875\u9762\u3001\u7b54\u6848\u5185\u5bb9\u4e0e\u6539\u7248\u6a21\u5757\u65e0\u5173\uff0c\u6216\u540c\u671f\u6709\u65b0\u95fb\u7a3f\u3001\u6295\u653e\u3001\u4ef7\u683c\u8c03\u6574\u7b49\u66f4\u5f3a\u5e72\u6270\u9879\u3002<\/p>\n<h2>\u5e38\u89c1\u9519\u8bef\u4f1a\u8ba9\u5b9e\u9a8c\u5931\u771f<\/h2>\n<p>\u6700\u5e38\u89c1\u7684\u95ee\u9898\u4e0d\u662f\u6837\u672c\u5c11\uff0c\u800c\u662f\u53d8\u91cf\u4e0d\u5e72\u51c0\u3002<\/p>\n<p>\u9ad8\u98ce\u9669\u505a\u6cd5\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\u540c\u65f6\u6539\u5b98\u7f51\u3001\u65b0\u95fb\u7a3f\u3001\u95ee\u7b54\u5e73\u53f0\u548c\u793e\u4ea4\u5185\u5bb9\u3002<\/li>\n<li>\u53ea\u95ee\u4e00\u6b21AI\uff0c\u5c31\u628a\u622a\u56fe\u5f53\u7ed3\u8bba\u3002<\/li>\n<li>\u6df7\u7528\u767b\u5f55\u8d26\u53f7\u3001\u5386\u53f2\u5bf9\u8bdd\u3001\u63d2\u4ef6\u548c\u4e2a\u6027\u5316\u8bbe\u7f6e\u3002<\/li>\n<li>\u53ea\u6d4b\u54c1\u724c\u8bcd\uff0c\u4e0d\u6d4b\u54c1\u7c7b\u8bcd\u3001\u5bf9\u6bd4\u8bcd\u548c\u8d2d\u4e70\u5efa\u8bae\u8bcd\u3002<\/li>\n<li>\u4e0d\u4fdd\u5b58\u539f\u59cb\u7b54\u6848\uff0c\u540e\u671f\u53ea\u770b\u6c47\u603b\u6570\u5b57\u3002<\/li>\n<li>\u770b\u5230AI\u6ca1\u6709\u5217\u6765\u6e90\uff0c\u5c31\u8ffd\u95ee\u8bf1\u5bfc\u5b83\u7f16\u9020\u6765\u6e90\u3002<\/li>\n<li>\u628a\u6a21\u578b\u66f4\u65b0\u3001\u70ed\u70b9\u65b0\u95fb\u6216\u7ade\u54c1\u6295\u653e\u8bef\u5224\u4e3a\u5185\u5bb9\u6548\u679c\u3002<\/li>\n<li>\u4e3a\u4e86\u6d4b\u8bd5\u5411\u641c\u7d22\u5f15\u64ce\u548c\u7528\u6237\u5c55\u793a\u4e0d\u540c\u5185\u5bb9\u3002<\/li>\n<li>\u53ea\u52a0\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5374\u4e0d\u8865\u6b63\u6587\u91cc\u7684\u53ef\u5f15\u7528\u4e8b\u5b9e\u3002<\/li>\n<\/ol>\n<p>\u7ed3\u6784\u5316\u6570\u636e\u6709\u4ef7\u503c\uff0c\u4f46\u4e0d\u662fAI\u5f15\u7528\u6377\u5f84\u3002<a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/structured-data\/article\">Google\u7684Article\u7ed3\u6784\u5316\u6570\u636e\u6587\u6863<\/a>\u8bf4\u660e\uff0cArticle\u6807\u8bb0\u53ef\u5e2e\u52a9Google\u7406\u89e3\u6587\u7ae0\u7684\u6807\u9898\u3001\u4f5c\u8005\u3001\u65e5\u671f\u548c\u56fe\u7247\u7b49\u4fe1\u606f\uff1b\u5b83\u4e0d\u80fd\u66ff\u4ee3\u6709\u8bc1\u636e\u3001\u6709\u7ed3\u6784\u3001\u6709\u72ec\u7279\u4fe1\u606f\u7684\u6b63\u6587\u3002<\/p>\n<h2>\u4e00\u5f20AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u68c0\u67e5\u8868<\/h2>\n<p>\u4e0a\u7ebf\u524d\u68c0\u67e5\uff1a<\/p>\n<ol>\n<li>\u76ee\u6807\u9875\u53ef\u6293\u53d6\u3001\u53ef\u7d22\u5f15\u3001\u5185\u5bb9\u5bf9\u7528\u6237\u548c\u722c\u866b\u4e00\u81f4\u3002<\/li>\n<li>\u672c\u8f6e\u53ea\u6539\u4e00\u4e2a\u53d8\u91cf\u3002<\/li>\n<li>\u63d0\u793a\u8bcd\u8986\u76d6\u54c1\u724c\u8bcd\u3001\u54c1\u7c7b\u8bcd\u3001\u5bf9\u6bd4\u8bcd\u3001\u573a\u666f\u8bcd\u548c\u6765\u6e90\u8bcd\u3002<\/li>\n<li>\u81f3\u5c11\u8bbe\u7f6e\u4e00\u7ec4\u63a7\u5236\u63d0\u793a\u8bcd\u3002<\/li>\n<li>\u6bcf\u6b21\u91c7\u6837\u65b0\u4f1a\u8bdd\u3001\u56fa\u5b9a\u65f6\u95f4\u3001\u56fa\u5b9a\u8d26\u53f7\u72b6\u6001\u3002<\/li>\n<li>\u8bb0\u5f55\u539f\u59cb\u7b54\u6848\u3001\u622a\u56fe\u3001\u5f15\u7528URL\u3001\u65f6\u95f4\u6233\u548c\u63d0\u793a\u8bcd\u7248\u672c\u3002<\/li>\n<li>\u9884\u5148\u5b9a\u4e49\u6709\u6548\u7b54\u6848\u548c\u65e0\u6548\u7b54\u6848\u3002<\/li>\n<li>\u6539\u7248\u540e\u81f3\u5c11\u89c2\u5bdf14\u5929\u3002<\/li>\n<li>\u590d\u6838\u7ade\u54c1\u52a8\u4f5c\u3001\u5e73\u53f0\u66f4\u65b0\u548c\u5916\u90e8\u8425\u9500\u4e8b\u4ef6\u3002<\/li>\n<li>\u7528\u63d0\u53ca\u7387\u3001\u5f15\u7528\u7387\u3001\u63a8\u8350\u4f4d\u548c\u7b54\u6848\u5438\u6536\u7387\u5171\u540c\u5224\u5b9a\u3002<\/li>\n<\/ol>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u591a\u4e45\u80fd\u770b\u5230\u7ed3\u679c<\/h3>\n<p>\u901a\u5e38\u9700\u89817\u523021\u5929\u3002\u5f00\u653e\u7f51\u9875\u3001\u5a92\u4f53\u9875\u548c\u95ee\u7b54\u9875\u53ef\u80fd\u66f4\u5feb\u8fdb\u5165\u7b54\u6848\uff1b\u65b0\u57df\u540d\u3001\u4f4e\u6743\u91cd\u9875\u9762\u3001\u5c01\u95ed\u751f\u6001\u5185\u5bb9\u548c\u9700\u8981JS\u6e32\u67d3\u7684\u9875\u9762\u4f1a\u66f4\u6162\u3002\u7b2c3\u5929\u6ca1\u6709\u53d8\u5316\u4e0d\u4ee3\u8868\u5931\u8d25\uff1b\u7b2c21\u5929\u4ecd\u65e0\u63d0\u53ca\u3001\u65e0\u5f15\u7528\u3001\u65e0\u7b54\u6848\u5438\u6536\uff0c\u624d\u5e94\u590d\u76d8\u53d8\u91cf\u662f\u5426\u592a\u5f31\u6216\u6765\u6e90\u4e0d\u53ef\u6293\u53d6\u3002<\/p>\n<h3>\u6ca1\u6709\u5f15\u7528\u94fe\u63a5\u7684\u5e73\u53f0\u8fd8\u80fd\u6d4b\u8bd5\u5417<\/h3>\n<p>\u53ef\u4ee5\uff0c\u4f46\u8981\u628a\u201c\u5f15\u7528\u7387\u201d\u66ff\u6362\u4e3a\u201c\u6765\u6e90\u7ebf\u7d22\u201d\u548c\u201c\u7b54\u6848\u5438\u6536\u7387\u201d\u3002\u4f8b\u5982\u8bb0\u5f55AI\u662f\u5426\u590d\u8ff0\u4e86\u9875\u9762\u91cc\u7684\u72ec\u6709\u5b9a\u4e49\u3001\u6570\u636e\u3001\u6848\u4f8b\u3001\u9002\u7528\u8fb9\u754c\u6216\u5bf9\u6bd4\u7ef4\u5ea6\u3002\u4e0d\u8981\u5f3a\u8febAI\u5217\u94fe\u63a5\uff0c\u5426\u5219\u4f1a\u628a\u5e7b\u89c9\u5f15\u7528\u6df7\u8fdb\u6570\u636e\u3002<\/p>\n<h3>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u6837\u672c\u91cf\u591a\u5c11\u624d\u591f<\/h3>\n<p>\u5feb\u901f\u8bca\u65ad\u53ef\u4ece96\u6761\u7b54\u6848\u5f00\u59cb\uff0c\u5e38\u89c4\u51b3\u7b56\u5efa\u8bae\u81f3\u5c11288\u6761\u7b54\u6848\u3002\u5982\u679c\u57fa\u7ebf\u5f88\u4f4e\u3001\u5e73\u53f0\u6ce2\u52a8\u5927\uff0c\u6216\u8981\u51b3\u5b9a\u9884\u7b97\u6295\u5165\uff0c\u5efa\u8bae\u6269\u5230800\u6761\u4ee5\u4e0a\u3002\u6837\u672c\u91cf\u8d8a\u5c0f\uff0c\u8d8a\u8981\u4f9d\u8d56\u63a7\u5236\u63d0\u793a\u8bcd\u548c\u8fde\u7eed\u91c7\u6837\u65e5\u6765\u5224\u65ad\u65b9\u5411\u3002<\/p>\n<h3>\u8981\u5148\u6d4b\u5b98\u7f51\u5185\u5bb9\u8fd8\u662f\u7b2c\u4e09\u65b9\u6765\u6e90<\/h3>\n<p>\u5982\u679c\u54c1\u724c\u5b9e\u4f53\u6df7\u4e71\uff0c\u5148\u6d4b\u5b98\u7f51\u5b9a\u4e49\u9875\u548c\u7ec4\u7ec7\u4fe1\u606f\uff1b\u5982\u679c\u54c1\u724c\u5df2\u88ab\u8bc6\u522b\u4f46\u4e0d\u88ab\u63a8\u8350\uff0c\u4f18\u5148\u6d4b\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u3001\u95ee\u7b54\u548c\u5a92\u4f53\u6765\u6e90\uff1b\u5982\u679cAI\u7ecf\u5e38\u63a8\u8350\u7ade\u54c1\uff0c\u8981\u6d4b\u8bd5\u7ade\u54c1\u5bf9\u6bd4\u8868\u548c\u54c1\u7c7b\u9009\u578b\u5185\u5bb9\u3002\u5b98\u7f51\u8d1f\u8d23\u6e05\u6670\uff0c\u7b2c\u4e09\u65b9\u6765\u6e90\u8d1f\u8d23\u53ef\u4fe1\u3002<\/p>\n<h3>\u6d4b\u8bd5\u7ed3\u679c\u4e0a\u6da8\u591a\u5c11\u624d\u7b97\u6709\u6548<\/h3>\n<p>\u5bf9\u4f4e\u57fa\u7ebf\u54c1\u724c\uff0cAI\u5f15\u7528\u7387\u6216\u63a8\u8350\u540d\u5355\u8fdb\u5165\u7387\u63d0\u53475\u523010\u4e2a\u767e\u5206\u70b9\uff0c\u4e14\u63a7\u5236\u7ec4\u7a33\u5b9a\uff0c\u901a\u5e38\u503c\u5f97\u7ee7\u7eed\u6295\u5165\u3002\u5bf9\u6210\u719f\u54c1\u724c\uff0c\u66f4\u5e94\u770b\u524d\u4e09\u63a8\u8350\u4f4d\u3001\u7b54\u6848\u5438\u6536\u7387\u3001\u6b63\u5411\u60c5\u611f\u548c\u7ade\u54c1\u540c\u73b0\u7387\u3002\u5355\u65e5\u5cf0\u503c\u4e0d\u53ef\u9760\uff0c\u8fde\u7eed\u4e24\u5468\u7a33\u5b9a\u6539\u5584\u66f4\u53ef\u4fe1\u3002<\/p>\n<h3>AEO\u4f18\u5316\u548cGEO\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\u8981\u5206\u5f00\u505a\u5417<\/h3>\n<p>\u4e0d\u5fc5\u5272\u88c2\u3002AEO\u4f18\u5316\u5f3a\u8c03\u7b54\u6848\u7ed3\u6784\uff0cGEO\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\u5f3a\u8c03\u751f\u6210\u5f0f\u7b54\u6848\u4e2d\u7684\u5f15\u7528\u548c\u53ef\u89c1\u5ea6\uff0cAI\u641c\u7d22\u4f18\u5316\u8986\u76d6\u6293\u53d6\u3001\u5b9e\u4f53\u3001\u5185\u5bb9\u548c\u6765\u6e90\u5efa\u8bbe\u3002\u5b9e\u9a8c\u65f6\u6309\u6307\u6807\u62c6\u5206\u5373\u53ef\uff1a\u63d0\u53ca\u770b\u5b9e\u4f53\uff0c\u5f15\u7528\u770b\u6765\u6e90\uff0c\u6392\u5e8f\u770b\u63a8\u8350\uff0c\u5438\u6536\u770b\u5185\u5bb9\u8d28\u91cf\uff0c\u60c5\u611f\u770b\u8206\u60c5\u98ce\u9669\u3002<\/p>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@graph\": [\n    {\n      \"@type\": \"Article\",\n      \"headline\": \"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6\",\n      \"description\": \"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u5b8c\u6574\u65b9\u6cd5\uff1a\u7528\u56fa\u5b9a\u63d0\u793a\u8bcd\u3001\u53d7\u63a7\u53d8\u91cf\u3001\u5bf9\u7167\u7ec4\u548c\u91cd\u590d\u91c7\u6837\uff0c\u5224\u65ad\u5b98\u7f51\u3001\u95ee\u7b54\u6216\u5a92\u4f53\u5185\u5bb9\u6539\u52a8\u662f\u5426\u771f\u7684\u6539\u53d8AI\u63d0\u53ca\u3001\u5f15\u7528\u548c\u63a8\u8350\u6392\u5e8f\u3002\",\n      \"author\": {\n        \"@type\": \"Organization\",\n        \"name\": \"MaxAEO\"\n      },\n      \"publisher\": {\n        \"@type\": \"Organization\",\n        \"name\": \"MaxAEO\"\n      },\n      \"datePublished\": \"2026-07-03\",\n      \"dateModified\": \"2026-07-03\",\n      \"image\": \"image-placeholder\",\n      \"mainEntityOfPage\": {\n        \"@type\": \"WebPage\",\n        \"@id\": \"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\"\n      }\n    },\n    {\n      \"@type\": \"FAQPage\",\n      \"mainEntity\": [\n        {\n          \"@type\": \"Question\",\n          \"name\": \"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u591a\u4e45\u80fd\u770b\u5230\u7ed3\u679c\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u901a\u5e38\u9700\u89817\u523021\u5929\u3002\u5f00\u653e\u7f51\u9875\u3001\u5a92\u4f53\u9875\u548c\u95ee\u7b54\u9875\u53ef\u80fd\u66f4\u5feb\u8fdb\u5165\u7b54\u6848\uff1b\u65b0\u57df\u540d\u3001\u4f4e\u6743\u91cd\u9875\u9762\u3001\u5c01\u95ed\u751f\u6001\u5185\u5bb9\u548c\u9700\u8981JS\u6e32\u67d3\u7684\u9875\u9762\u4f1a\u66f4\u6162\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u6ca1\u6709\u5f15\u7528\u94fe\u63a5\u7684\u5e73\u53f0\u8fd8\u80fd\u6d4b\u8bd5\u5417\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u53ef\u4ee5\uff0c\u4f46\u5e94\u628a\u5f15\u7528\u7387\u66ff\u6362\u4e3a\u6765\u6e90\u7ebf\u7d22\u548c\u7b54\u6848\u5438\u6536\u7387\uff0c\u8bb0\u5f55AI\u662f\u5426\u590d\u8ff0\u9875\u9762\u91cc\u7684\u72ec\u6709\u5b9a\u4e49\u3001\u6570\u636e\u3001\u6848\u4f8b\u3001\u9002\u7528\u8fb9\u754c\u6216\u5bf9\u6bd4\u7ef4\u5ea6\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u6837\u672c\u91cf\u591a\u5c11\u624d\u591f\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u5feb\u901f\u8bca\u65ad\u53ef\u4ece96\u6761\u7b54\u6848\u5f00\u59cb\uff0c\u5e38\u89c4\u51b3\u7b56\u5efa\u8bae\u81f3\u5c11288\u6761\u7b54\u6848\uff1b\u5982\u679c\u57fa\u7ebf\u5f88\u4f4e\u3001\u5e73\u53f0\u6ce2\u52a8\u5927\uff0c\u5efa\u8bae\u6269\u5230800\u6761\u4ee5\u4e0a\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u8981\u5148\u6d4b\u5b98\u7f51\u5185\u5bb9\u8fd8\u662f\u7b2c\u4e09\u65b9\u6765\u6e90\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u54c1\u724c\u5b9e\u4f53\u6df7\u4e71\u65f6\u5148\u6d4b\u5b98\u7f51\u5b9a\u4e49\u9875\uff1b\u54c1\u724c\u5df2\u88ab\u8bc6\u522b\u4f46\u4e0d\u88ab\u63a8\u8350\u65f6\uff0c\u4f18\u5148\u6d4b\u8bd5\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u3001\u95ee\u7b54\u548c\u5a92\u4f53\u6765\u6e90\u3002\"\n          }\n        }\n      ]\n    }\n  ]\n}\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u5b8c\u6574\u65b9\u6cd5\uff1a\u7528\u56fa\u5b9a\u63d0\u793a\u8bcd\u3001\u53d7\u63a7\u53d8\u91cf\u3001\u5bf9\u7167\u7ec4\u548c\u91cd\u590d\u91c7\u6837\uff0c\u5224\u65ad\u5b98\u7f51\u3001\u95ee\u7b54\u6216\u5a92\u4f53\u5185\u5bb9\u6539\u52a8\u662f\u5426\u771f\u7684\u6539\u53d8AI\u63d0\u53ca\u3001\u5f15\u7528\u548c\u63a8\u8350\u6392\u5e8f\u3002<\/p>\n","protected":false},"author":1,"featured_media":649,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[157],"tags":[],"class_list":["post-650","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-search-optimization"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO\" \/>\n<meta property=\"og:description\" content=\"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u5b8c\u6574\u65b9\u6cd5\uff1a\u7528\u56fa\u5b9a\u63d0\u793a\u8bcd\u3001\u53d7\u63a7\u53d8\u91cf\u3001\u5bf9\u7167\u7ec4\u548c\u91cd\u590d\u91c7\u6837\uff0c\u5224\u65ad\u5b98\u7f51\u3001\u95ee\u7b54\u6216\u5a92\u4f53\u5185\u5bb9\u6539\u52a8\u662f\u5426\u771f\u7684\u6539\u53d8AI\u63d0\u53ca\u3001\u5f15\u7528\u548c\u63a8\u8350\u6392\u5e8f\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/\" \/>\n<meta property=\"og:site_name\" content=\"MaxAEO\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-06T06:28:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg\" \/>\n<meta name=\"author\" content=\"MaxAEO Research Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"MaxAEO Research Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/\"},\"author\":{\"name\":\"MaxAEO Research Team\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"headline\":\"AI\u5f15\u7528 A\\\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6\",\"datePublished\":\"2026-07-06T06:28:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/\"},\"wordCount\":200,\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-8-81289-1.jpg\",\"articleSection\":[\"AI\u641c\u7d22\u4f18\u5316\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/\",\"name\":\"AI\u5f15\u7528 A\\\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-8-81289-1.jpg\",\"datePublished\":\"2026-07-06T06:28:37+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#primaryimage\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-8-81289-1.jpg\",\"contentUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-8-81289-1.jpg\",\"width\":1200,\"height\":768,\"caption\":\"AI\u5f15\u7528 A\\\/B\u6d4b\u8bd5\u770b\u677f\uff0c\u5c55\u793a\u63d0\u793a\u8bcd\u7ec4\u3001\u5e73\u53f0\u3001\u5f15\u7528\u7387\u3001\u63d0\u53ca\u7387\u548c\u6539\u7248\u524d\u540e\u5bf9\u6bd4\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-citation-ab-test\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\u5f15\u7528 A\\\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/\",\"name\":\"MaxAEO\",\"description\":\"AI\u641c\u7d22\u4f18\u5316\u4e0e\u54c1\u724cAI\u53ef\u89c1\u6027\u5e73\u53f0\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\",\"name\":\"MaxAEO Research Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"caption\":\"MaxAEO Research Team\"},\"description\":\"MaxAEO \u5b98\u65b9\u7814\u7a76\u4e0e\u5185\u5bb9\u56e2\u961f\uff0c\u5173\u6ce8 AI \u641c\u7d22\u4f18\u5316\u3001GEO\u3001\u54c1\u724c AI \u53ef\u89c1\u6027\u4e0e AI \u5f15\u7528\u6765\u6e90\u3002\",\"sameAs\":[\"https:\\\/\\\/maxaeo.cn\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/","og_locale":"zh_CN","og_type":"article","og_title":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO","og_description":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u5b8c\u6574\u65b9\u6cd5\uff1a\u7528\u56fa\u5b9a\u63d0\u793a\u8bcd\u3001\u53d7\u63a7\u53d8\u91cf\u3001\u5bf9\u7167\u7ec4\u548c\u91cd\u590d\u91c7\u6837\uff0c\u5224\u65ad\u5b98\u7f51\u3001\u95ee\u7b54\u6216\u5a92\u4f53\u5185\u5bb9\u6539\u52a8\u662f\u5426\u771f\u7684\u6539\u53d8AI\u63d0\u53ca\u3001\u5f15\u7528\u548c\u63a8\u8350\u6392\u5e8f\u3002","og_url":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/","og_site_name":"MaxAEO","article_published_time":"2026-07-06T06:28:37+00:00","og_image":[{"url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg","type":"","width":"","height":""}],"author":"MaxAEO Research Team","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"MaxAEO Research Team","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#article","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/"},"author":{"name":"MaxAEO Research Team","@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"headline":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6","datePublished":"2026-07-06T06:28:37+00:00","mainEntityOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/"},"wordCount":200,"image":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg","articleSection":["AI\u641c\u7d22\u4f18\u5316"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/","url":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/","name":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6 - MaxAEO","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#primaryimage"},"image":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg","datePublished":"2026-07-06T06:28:37+00:00","author":{"@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"breadcrumb":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#primaryimage","url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg","contentUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-8-81289-1.jpg","width":1200,"height":768,"caption":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u770b\u677f\uff0c\u5c55\u793a\u63d0\u793a\u8bcd\u7ec4\u3001\u5e73\u53f0\u3001\u5f15\u7528\u7387\u3001\u63d0\u53ca\u7387\u548c\u6539\u7248\u524d\u540e\u5bf9\u6bd4"},{"@type":"BreadcrumbList","@id":"https:\/\/maxaeo.cn\/blog\/ai-citation-ab-test\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/maxaeo.cn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI\u5f15\u7528 A\/B\u6d4b\u8bd5\u600e\u4e48\u505a\uff1a\u63d0\u793a\u8bcd\u3001\u6837\u672c\u91cf\u4e0e\u5224\u5b9a\u6807\u51c6"}]},{"@type":"WebSite","@id":"https:\/\/maxaeo.cn\/blog\/#website","url":"https:\/\/maxaeo.cn\/blog\/","name":"MaxAEO","description":"AI\u641c\u7d22\u4f18\u5316\u4e0e\u54c1\u724cAI\u53ef\u89c1\u6027\u5e73\u53f0","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/maxaeo.cn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588","name":"MaxAEO Research Team","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","caption":"MaxAEO Research Team"},"description":"MaxAEO \u5b98\u65b9\u7814\u7a76\u4e0e\u5185\u5bb9\u56e2\u961f\uff0c\u5173\u6ce8 AI \u641c\u7d22\u4f18\u5316\u3001GEO\u3001\u54c1\u724c AI \u53ef\u89c1\u6027\u4e0e AI \u5f15\u7528\u6765\u6e90\u3002","sameAs":["https:\/\/maxaeo.cn\/"]}]}},"_links":{"self":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/650","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/comments?post=650"}],"version-history":[{"count":0,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/650\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media\/649"}],"wp:attachment":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media?parent=650"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/categories?post=650"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/tags?post=650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}