{"id":816,"date":"2026-07-13T14:42:06","date_gmt":"2026-07-13T06:42:06","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-citation-attribution\/"},"modified":"2026-07-13T14:42:06","modified_gmt":"2026-07-13T06:42:06","slug":"ai-citation-attribution","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-citation-attribution\/","title":{"rendered":"AI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0\uff1a\u5982\u4f55\u5b9a\u4f4d\u5230 URL \u4e0e\u8bc1\u636e\u6bb5\u843d"},"content":{"rendered":"<p><strong>AI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0<\/strong>\u8981\u89e3\u51b3\u7684\u4e0d\u662f\u201cAI \u6709\u6ca1\u6709\u63d0\u5230\u6211\u201d\uff0c\u800c\u662f\u201cAI \u6839\u636e\u54ea\u4e2a URL\u3001\u54ea\u6bb5\u8bc1\u636e\u3001\u54ea\u7c7b\u5916\u90e8\u4fe1\u53f7\u5f62\u6210\u4e86\u8fd9\u4e2a\u7b54\u6848\u201d\u3002\u53ea\u6709\u8ffd\u5230\u9875\u9762\u548c\u7247\u6bb5\u7ea7\u522b\uff0c\u5185\u5bb9\u56e2\u961f\u624d\u77e5\u9053\u8be5\u66f4\u65b0\u54ea\u7bc7\u6587\u7ae0\u3001\u8865\u54ea\u7ec4\u6570\u636e\u3001\u4fee\u54ea\u4e2a\u5f52\u5c5e\u94fe\u3002<\/p>\n<h2>\u4ec0\u4e48\u662f AI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0\uff1f<\/h2>\n<p>**AI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0\uff0c\u662f\u628a AI \u56de\u7b54\u91cc\u7684\u5f15\u7528\u94fe\u63a5\u3001\u54c1\u724c\u63d0\u53ca\u3001\u4e8b\u5b9e\u4f9d\u636e\u548c\u63a8\u8350\u7406\u7531\uff0c\u8ffd\u8e2a\u5230\u5177\u4f53 URL\u3001\u9875\u9762\u7c7b\u578b\u4e0e\u8bc1\u636e\u6bb5\u843d\u7684\u8fc7\u7a0b\u3002**\u5b83\u5173\u6ce8\u5185\u5bb9\u5982\u4f55\u5f71\u54cd\u7b54\u6848\uff0c\u4e0d\u7b49\u540c\u4e8e\u9500\u552e\u7ebf\u7d22\u6765\u81ea\u54ea\u4e2a\u6e20\u9053\u3002<\/p>\n<p>\u4f20\u7edf SEO \u770b\u9875\u9762\u5728\u641c\u7d22\u7ed3\u679c\u4e2d\u7684\u6392\u540d\uff1bAI \u641c\u7d22\u6765\u6e90\u5f52\u56e0\u770b\u9875\u9762\u662f\u5426\u88ab ChatGPT\u3001Gemini\u3001Google AI Overviews\u3001Perplexity\u3001DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u7cfb\u7edf\u68c0\u7d22\u3001\u5f15\u7528\u3001\u5438\u6536\uff0c\u5e76\u6700\u7ec8\u5f71\u54cd\u56de\u7b54\u3002<\/p>\n<p>Google \u5728 <a href=\"https:\/\/developers.google.com\/search\/docs\/appearance\/ai-features\">AI features and your website<\/a> \u4e2d\u8bf4\u660e\uff0cAI Overviews \u548c AI Mode \u4f1a\u5c55\u793a\u652f\u6301\u6027\u7f51\u9875\u94fe\u63a5\uff0c\u4e5f\u53ef\u80fd\u7528 query fan-out \u6269\u5c55\u5230\u591a\u4e2a\u5b50\u95ee\u9898\u548c\u6570\u636e\u6e90\u3002\u8fd9\u610f\u5473\u7740\u4e00\u4e2a\u54c1\u724c\u88ab\u63a8\u8350\uff0c\u672a\u5fc5\u6765\u81ea\u5b98\u7f51\u9996\u9875\uff0c\u4e5f\u53ef\u80fd\u6765\u81ea\u884c\u4e1a\u62a5\u544a\u3001\u8bc4\u6d4b\u9875\u3001\u5f00\u53d1\u8005\u793e\u533a\u3001\u5a92\u4f53\u62a5\u9053\u3001\u699c\u5355\u9875\u6216\u7ade\u54c1\u5bf9\u6bd4\u9875\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\/1783521812743-16-12759-1.jpg\" alt=\"AI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0\u7684 URL \u7ea7\u76d1\u6d4b\u77e9\u9635\uff1aPrompt\u3001\u5e73\u53f0\u3001\u5f15\u7528 URL\u3001\u54c1\u724c\u63d0\u53ca\u548c\u53ef\u4fe1\u5ea6\u8bc4\u5206\"><\/figure>\n<h2>\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u53ea\u6570\u201c\u88ab\u5f15\u7528\u6b21\u6570\u201d\uff1f<\/h2>\n<p><strong>\u5f15\u7528\u6b21\u6570\u53ea\u80fd\u8bf4\u660e\u9875\u9762\u88ab\u5c55\u793a\u8fc7\uff0c\u4e0d\u80fd\u8bc1\u660e\u9875\u9762\u5f71\u54cd\u4e86\u7b54\u6848\u3002\u771f\u6b63\u6709\u4ef7\u503c\u7684\u5f52\u56e0\uff0c\u8981\u5224\u65ad\u9875\u9762\u662f\u5426\u8d21\u732e\u4e86\u5b9a\u4e49\u3001\u6570\u636e\u3001\u6bd4\u8f83\u3001\u6b65\u9aa4\u3001\u6848\u4f8b\u6216\u63a8\u8350\u7406\u7531\u3002<\/strong><\/p>\n<p>\u8fd9\u662f\u5f88\u591a AI \u54c1\u724c\u76d1\u6d4b\u62a5\u8868\u7684\u76f2\u533a\uff1a\u4e00\u4e2a URL \u51fa\u73b0\u5728\u5f15\u7528\u5361\u7247\u91cc\uff0c\u4f46\u56de\u7b54\u7684\u5173\u952e\u4e8b\u5b9e\u53ef\u80fd\u6765\u81ea\u53e6\u4e00\u7bc7\u6587\u7ae0\uff1b\u53cd\u8fc7\u6765\uff0c\u67d0\u4e9b\u5e73\u53f0\u6ca1\u6709\u5c55\u793a\u94fe\u63a5\uff0c\u5374\u53ef\u80fd\u5438\u6536\u4e86\u9875\u9762\u4e2d\u7684\u7ed3\u6784\u548c\u63aa\u8f9e\u3002<\/p>\n<p>arXiv \u9884\u5370\u672c <a href=\"https:\/\/arxiv.org\/abs\/2604.25707\">From Citation Selection to Citation Absorption<\/a> \u5206\u6790\u4e86 602 \u4e2a\u53d7\u63a7 Prompt\u300121,143 \u6761\u6709\u6548\u641c\u7d22\u5c42\u5f15\u7528\u548c 23,745 \u6761\u5f15\u7528\u7ea7\u7279\u5f81\uff0c\u63d0\u51fa\u8981\u533a\u5206\u201ccitation selection\u201d\u548c\u201ccitation absorption\u201d\u3002\u5b83\u7684\u6838\u5fc3\u542f\u53d1\u662f\uff1a<strong>\u88ab\u9009\u4e3a\u5f15\u7528\u6e90<\/strong>\u548c<strong>\u88ab\u7b54\u6848\u5b9e\u9645\u5438\u6536<\/strong>\u4e0d\u662f\u540c\u4e00\u4e2a\u7ed3\u679c\u3002<\/p>\n<p>MaxAEO \u5728 URL \u7ea7\u8bca\u65ad\u4e2d\u4f1a\u628a\u5f52\u56e0\u62c6\u6210\u56db\u5c42\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u5224\u65ad\u95ee\u9898<\/th>\n<th>\u5e38\u89c1\u4fe1\u53f7<\/th>\n<th>\u7ed3\u8bba\u4ef7\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>L1 \u5c55\u793a\u5f15\u7528<\/td>\n<td>AI \u662f\u5426\u663e\u793a\u4e86\u8fd9\u4e2a URL<\/td>\n<td>\u94fe\u63a5\u5361\u7247\u3001\u6765\u6e90\u811a\u6ce8\u3001\u57df\u540d\u9732\u51fa<\/td>\n<td>\u8bf4\u660e\u9875\u9762\u6709\u53ef\u89c1\u673a\u4f1a<\/td>\n<\/tr>\n<tr>\n<td>L2 \u8bc1\u636e\u5438\u6536<\/td>\n<td>\u56de\u7b54\u662f\u5426\u91c7\u7528\u9875\u9762\u5185\u5bb9<\/td>\n<td>\u590d\u7528\u4e86\u6570\u636e\u3001\u8868\u683c\u3001\u6b65\u9aa4\u3001\u5b9a\u4e49\u3001\u6848\u4f8b<\/td>\n<td>\u8bf4\u660e\u9875\u9762\u771f\u6b63\u5f71\u54cd\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td>L3 \u5b9e\u4f53\u7ed1\u5b9a<\/td>\n<td>\u8bc1\u636e\u662f\u5426\u7ed1\u5b9a\u54c1\u724c\u540d<\/td>\n<td>\u54c1\u724c\u3001\u4ea7\u54c1\u3001\u7c7b\u522b\u3001\u4f5c\u8005\u3001\u5b98\u7f51\u540c\u5c4f\u51fa\u73b0<\/td>\n<td>\u8bf4\u660e\u5185\u5bb9\u529f\u52b3\u6ca1\u6709\u4e22\u5931<\/td>\n<\/tr>\n<tr>\n<td>L4 \u884c\u4e3a\u5f52\u56e0<\/td>\n<td>\u7528\u6237\u662f\u5426\u7ee7\u7eed\u8bbf\u95ee\u6216\u8f6c\u5316<\/td>\n<td>AI \u76f8\u5173\u8bbf\u95ee\u3001\u8868\u5355\u3001\u4f1a\u8bdd\u3001CRM \u7ebf\u7d22<\/td>\n<td>\u8bf4\u660e\u7b54\u6848\u5f71\u54cd\u4e86\u4e1a\u52a1\u7ed3\u679c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u672c\u7bc7\u91cd\u70b9\u662f L1 \u5230 L3\u3002L4 \u5c5e\u4e8e\u9500\u552e\u7ebf\u7d22\u5f52\u56e0\uff0c\u53ef\u53c2\u8003 <a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-crm-attribution\">AI \u641c\u7d22\u6570\u636e\u63a5\u5165 CRM \u4e0e\u9500\u552e\u7ebf\u7d22\u5f52\u56e0<\/a>\u3002<\/p>\n<h2>URL \u7ea7\u5f52\u56e0\u548c CRM \u7ebf\u7d22\u5f52\u56e0\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/h2>\n<p><strong>URL \u7ea7\u5f52\u56e0\u89e3\u91ca AI \u7b54\u6848\u4ece\u54ea\u91cc\u6765\uff0cCRM \u5f52\u56e0\u89e3\u91ca\u5ba2\u6237\u7ebf\u7d22\u4ece\u54ea\u91cc\u6765\u3002\u524d\u8005\u670d\u52a1\u5185\u5bb9\u4fee\u590d\uff0c\u540e\u8005\u670d\u52a1\u9500\u552e\u7edf\u8ba1\uff0c\u4e24\u8005\u9700\u8981\u6253\u901a\uff0c\u4f46\u4e0d\u80fd\u6df7\u6210\u4e00\u4e2a\u6307\u6807\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>URL \u7ea7\u5f15\u7528\u6765\u6e90\u5f52\u56e0<\/th>\n<th>CRM \u7ebf\u7d22\u5f52\u56e0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6838\u5fc3\u95ee\u9898<\/td>\n<td>AI \u5f15\u7528\u4e86\u54ea\u7bc7\u5185\u5bb9\uff0c\u5438\u6536\u4e86\u54ea\u6bb5\u8bc1\u636e<\/td>\n<td>\u7ebf\u7d22\u6765\u81ea\u54ea\u4e2a\u6e20\u9053\u3001\u6d3b\u52a8\u6216\u4f1a\u8bdd<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5bf9\u8c61<\/td>\n<td>Prompt\u3001\u5e73\u53f0\u3001\u56de\u7b54\u3001\u5f15\u7528 URL\u3001\u8bc1\u636e\u53e5\u3001\u54c1\u724c\u4f4d\u7f6e<\/td>\n<td>\u8868\u5355\u3001\u4f1a\u8bdd\u3001\u6765\u6e90\u5a92\u4ecb\u3001\u5ba2\u6237\u9636\u6bb5\u3001\u6210\u4ea4\u91d1\u989d<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u8981\u7528\u9014<\/td>\n<td>\u4f18\u5316\u5185\u5bb9\u3001\u4fee\u590d\u9519\u8bef\u5f15\u7528\u3001\u63d0\u5347 AI \u63d0\u53ca\u8d28\u91cf<\/td>\n<td>\u8ba1\u7b97\u83b7\u5ba2\u6210\u672c\u3001\u6536\u5165\u8d21\u732e\u548c\u9500\u552e\u6548\u7387<\/td>\n<\/tr>\n<tr>\n<td>\u5e38\u89c1\u8bef\u533a<\/td>\n<td>\u628a\u201c\u6709\u94fe\u63a5\u201d\u5f53\u6210\u201c\u6709\u8d21\u732e\u201d<\/td>\n<td>\u628a\u201cAI \u6765\u8bbf\u201d\u5f53\u6210\u201cAI \u63a8\u8350\u539f\u56e0\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa\u5bf9\u8c61<\/td>\n<td>SEO\u3001\u5185\u5bb9\u3001\u516c\u5173\u3001\u54c1\u724c\u56e2\u961f<\/td>\n<td>\u589e\u957f\u3001\u9500\u552e\u3001CRM\u3001\u6570\u636e\u56e2\u961f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6b63\u786e\u987a\u5e8f\u662f\uff1a\u5148\u7528 URL \u7ea7\u6765\u6e90\u5f52\u56e0\u5224\u65ad\u54ea\u7bc7\u5185\u5bb9\u5f71\u54cd AI \u63a8\u8350\uff0c\u518d\u7528 CRM \u770b\u8fd9\u4e9b AI \u76f8\u5173\u8bbf\u95ee\u662f\u5426\u8fdb\u5165\u5546\u673a\u3002\u5426\u5219\u56e2\u961f\u53ea\u80fd\u770b\u5230\u201cAI \u5e26\u6765\u4e86\u8bbf\u95ee\u201d\uff0c\u5374\u4e0d\u77e5\u9053\u662f\u54ea\u4e00\u9875\u8ba9 AI \u4ea7\u751f\u4e86\u8fd9\u4e2a\u5224\u65ad\u3002<\/p>\n<h2>\u5982\u4f55\u628a AI \u5f15\u7528\u5b9a\u4f4d\u5230\u5177\u4f53 URL\uff1f<\/h2>\n<p><strong>\u6700\u5c0f\u53ef\u7528\u6d41\u7a0b\u662f\uff1a\u56fa\u5b9a Prompt\u3001\u91cd\u590d\u91c7\u6837\u3001\u4fdd\u5b58\u539f\u59cb\u56de\u7b54\u3001\u62bd\u53d6\u5f15\u7528 URL\u3001\u5f52\u4e00\u5316\u9875\u9762\u3001\u5224\u65ad\u8bc1\u636e\u8d21\u732e\u3001\u6309\u7f6e\u4fe1\u5ea6\u5165\u5e93\u3002\u5c11\u4efb\u4f55\u4e00\u6b65\uff0c\u7ed3\u8bba\u90fd\u5bb9\u6613\u5931\u771f\u3002<\/strong><\/p>\n<h3>1. \u5efa Prompt \u5e93<\/h3>\n<p>\u4e0d\u8981\u53ea\u6d4b\u54c1\u724c\u8bcd\uff0c\u8981\u8986\u76d6\u771f\u5b9e\u7528\u6237\u4f1a\u95ee\u7684\u95ee\u9898\u3002\u5efa\u8bae\u5206 5 \u7c7b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>Prompt \u7c7b\u578b<\/th>\n<th>\u793a\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5b9a\u4e49\u578b<\/td>\n<td>\u201cAI\u5f15\u7528 \u6765\u6e90\u5f52\u56e0\u662f\u4ec0\u4e48\u610f\u601d\uff1f\u600e\u4e48\u505a\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u65b9\u6848\u578b<\/td>\n<td>\u201c\u9002\u5408 B2B SaaS \u505a AI \u54c1\u724c\u76d1\u6d4b\u7684\u5e73\u53f0\u6709\u54ea\u4e9b\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9\u6bd4\u578b<\/td>\n<td>\u201cMaxAEO \u548c\u5176\u4ed6 AEO \u5de5\u5177\u6709\u4ec0\u4e48\u533a\u522b\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u573a\u666f\u578b<\/td>\n<td>\u201c\u7535\u5546\u54c1\u724c\u600e\u4e48\u76d1\u6d4b\u8c46\u5305\u548c DeepSeek \u7684\u54c1\u724c\u63a8\u8350\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u578b<\/td>\n<td>\u201c\u4e3a\u4ec0\u4e48 AI \u5f15\u7528\u4e86\u6211\u7684\u5185\u5bb9\uff0c\u5374\u6ca1\u6709\u63d0\u5230\u54c1\u724c\u540d\uff1f\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6bcf\u4e2a Prompt \u4fdd\u7559\u539f\u53e5\uff0c\u4e0d\u8981\u6bcf\u8f6e\u4e34\u65f6\u6539\u5199\u3002\u5426\u5219\u4f60\u6d4b\u5230\u7684\u662f\u95ee\u6cd5\u6ce2\u52a8\uff0c\u4e0d\u662f\u5f15\u7528\u53d8\u5316\u3002<\/p>\n<h3>2. \u56fa\u5b9a\u91c7\u6837\u53e3\u5f84<\/h3>\n<p>\u6bcf\u4e2a\u6838\u5fc3 Prompt \u81f3\u5c11\u8de8 3 \u4e2a\u5e73\u53f0\uff0c\u6bcf\u4e2a\u5e73\u53f0\u81f3\u5c11\u8dd1 3 \u8f6e\u3002\u8bb0\u5f55\uff1a<\/p>\n<ul>\n<li>\u5e73\u53f0\u548c\u6a21\u578b\u6a21\u5f0f\uff1a\u662f\u5426\u8054\u7f51\u3001\u662f\u5426\u6df1\u5ea6\u641c\u7d22\u3001\u662f\u5426 AI Overview \u6216 AI Mode\u3002<\/li>\n<li>\u65f6\u95f4\u548c\u5730\u533a\uff1a\u540c\u4e00\u95ee\u9898\u5728\u4e0d\u540c\u5730\u533a\u3001\u65f6\u6bb5\u53ef\u80fd\u89e6\u53d1\u4e0d\u540c\u6765\u6e90\u3002<\/li>\n<li>\u8d26\u53f7\u72b6\u6001\uff1a\u767b\u5f55\u3001\u5386\u53f2\u5bf9\u8bdd\u3001\u4e2a\u6027\u5316\u8bbe\u7f6e\u4f1a\u5f71\u54cd\u7ed3\u679c\u3002<\/li>\n<li>\u539f\u59cb\u95ee\u9898\uff1a\u4fdd\u7559\u5b8c\u6574 Prompt\uff0c\u4e0d\u53ea\u4fdd\u7559\u5173\u952e\u8bcd\u3002<\/li>\n<\/ul>\n<p>\u5355\u6b21\u56de\u7b54\u53ea\u80fd\u5f53\u7ebf\u7d22\uff0c\u4e0d\u80fd\u5f53\u7ed3\u8bba\u3002URL \u7ea7\u5f52\u56e0\u770b\u7684\u662f\u7a33\u5b9a\u51fa\u73b0\u7684\u6765\u6e90\u548c\u8bc1\u636e\u6a21\u5f0f\u3002<\/p>\n<h3>3. \u4fdd\u5b58\u5b8c\u6574\u8bc1\u636e<\/h3>\n<p>\u4fdd\u5b58\u56de\u7b54\u6b63\u6587\u3001\u5f15\u7528\u94fe\u63a5\u3001\u622a\u56fe\u3001\u5f15\u7528\u5361\u7247\u3001\u54c1\u724c\u4f4d\u7f6e\u3001\u7ade\u54c1\u4f4d\u7f6e\u3001\u60c5\u611f\u503e\u5411\u3002\u6ca1\u6709\u53ef\u70b9\u51fb\u94fe\u63a5\u65f6\uff0c\u8bb0\u5f55\u6807\u9898\u7ebf\u7d22\u3001\u57df\u540d\u7ebf\u7d22\u3001\u4e13\u6709\u540d\u8bcd\u3001\u6570\u636e\u53e5\u548c\u660e\u663e\u76f8\u4f3c\u7684\u8868\u8fbe\u3002<\/p>\n<p>\u4e0d\u8981\u53ea\u590d\u5236\u94fe\u63a5\u3002\u56e0\u4e3a\u540e\u7eed\u8981\u5224\u65ad\u201c\u8fd9\u6761\u94fe\u63a5\u662f\u5426\u771f\u7684\u652f\u6301\u56de\u7b54\u201d\uff0c\u5fc5\u987b\u6709\u56de\u7b54\u539f\u6587\u548c\u9875\u9762\u5185\u5bb9\u505a\u6bd4\u5bf9\u3002<\/p>\n<h3>4. \u505a URL \u5f52\u4e00\u5316<\/h3>\n<p>\u540c\u4e00\u7bc7\u5185\u5bb9\u53ef\u80fd\u56e0\u4e3a\u53c2\u6570\u3001\u8df3\u8f6c\u548c\u8f6c\u8f7d\u88ab\u62c6\u6210\u591a\u6761\u6765\u6e90\u3002\u5165\u5e93\u524d\u5148\u7edf\u4e00\uff1a<\/p>\n<ul>\n<li>\u53bb\u6389 UTM\u3001\u951a\u70b9\u548c\u65e0\u610f\u4e49\u8ffd\u8e2a\u53c2\u6570\u3002<\/li>\n<li>\u8bc6\u522b 301\/302 \u8df3\u8f6c\u540e\u7684\u6700\u7ec8 URL\u3002<\/li>\n<li>\u5408\u5e76 HTTP\/HTTPS\u3001\u79fb\u52a8\u7aef URL\u3001\u5c3e\u659c\u6760\u5dee\u5f02\u3002<\/li>\n<li>\u68c0\u67e5 canonical \u662f\u5426\u6307\u5411\u539f\u6587\u3002<\/li>\n<li>\u6807\u8bb0\u8f6c\u8f7d\u3001\u805a\u5408\u9875\u3001\u955c\u50cf\u9875\u548c\u88ab\u642c\u8fd0\u9875\u9762\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u539f\u521b\u88ab\u8f6c\u8f7d\u9875\u62a2\u8d70\u5f15\u7528\uff0c\u8981\u6309\u539f\u521b\u5f52\u5c5e\u95ee\u9898\u5904\u7406\uff0c\u53ef\u53c2\u8003 <a href=\"https:\/\/maxaeo.cn\/blog\/ai-source-attribution\">\u6587\u7ae0\u88ab\u642c\u8fd0\u540e\uff0cAI \u628a\u529f\u52b3\u8bb0\u7ed9\u4e86\u522b\u4eba<\/a>\u3002<\/p>\n<h3>5. \u5224\u65ad\u8bc1\u636e\u8d21\u732e<\/h3>\n<p>\u76f4\u63a5\u5f15\u7528 URL \u53ea\u662f\u7b2c\u4e00\u5c42\u3002\u8fd8\u8981\u6bd4\u5bf9\u56de\u7b54\u662f\u5426\u5438\u6536\u4e86\u9875\u9762\u91cc\u7684\u5185\u5bb9\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u8bc1\u636e\u7c7b\u578b<\/th>\n<th>\u5224\u65ad\u65b9\u6cd5<\/th>\n<th>\u4ef7\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5b9a\u4e49<\/td>\n<td>\u56de\u7b54\u662f\u5426\u590d\u7528\u4e86\u9875\u9762\u4e2d\u7684\u6982\u5ff5\u8fb9\u754c<\/td>\n<td>\u5f71\u54cd\u89e3\u91ca\u578b\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e<\/td>\n<td>\u56de\u7b54\u662f\u5426\u91c7\u7528\u6570\u503c\u3001\u6837\u672c\u3001\u7ed3\u8bba<\/td>\n<td>\u5f71\u54cd\u53ef\u4fe1\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>\u6b65\u9aa4<\/td>\n<td>\u56de\u7b54\u662f\u5426\u6cbf\u7528\u6d41\u7a0b\u987a\u5e8f<\/td>\n<td>\u5f71\u54cd\u64cd\u4f5c\u578b\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9\u6bd4<\/td>\n<td>\u56de\u7b54\u662f\u5426\u91c7\u7528\u8868\u683c\u7ef4\u5ea6\u6216\u4f18\u52a3\u5224\u65ad<\/td>\n<td>\u5f71\u54cd\u63a8\u8350\u578b\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td>\u6848\u4f8b<\/td>\n<td>\u56de\u7b54\u662f\u5426\u590d\u8ff0\u884c\u4e1a\u3001\u573a\u666f\u3001\u7ed3\u679c<\/td>\n<td>\u5f71\u54cd\u54c1\u724c\u9002\u914d\u5224\u65ad<\/td>\n<\/tr>\n<tr>\n<td>\u4e13\u5bb6\u89c2\u70b9<\/td>\n<td>\u56de\u7b54\u662f\u5426\u5f15\u7528\u4f5c\u8005\u6216\u673a\u6784\u5224\u65ad<\/td>\n<td>\u5f71\u54cd E-E-A-T \u4fe1\u53f7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728 MaxAEO \u7684\u590d\u6838\u8868\u91cc\uff0c\u6700\u5e38\u89c1\u7684\u8bef\u5224\u662f\u201c\u94fe\u63a5\u51fa\u73b0\u4e86\uff0c\u4f46\u8bc1\u636e\u4e0d\u5728\u8fd9\u9875\u201d\u3002\u8fd9\u79cd\u60c5\u51b5\u8981\u964d\u7ea7\u4e3a\u5f31\u5f52\u56e0\uff0c\u4e0d\u80fd\u628a\u5b83\u8ba1\u5165\u5f3a\u8d21\u732e\u3002<\/p>\n<h2>\u5e94\u8be5\u8bb0\u5f55\u54ea\u4e9b\u6307\u6807\uff1f<\/h2>\n<p><strong>URL \u7ea7\u5f52\u56e0\u81f3\u5c11\u8bb0\u5f55 10 \u4e2a\u5b57\u6bb5\uff1aPrompt\u3001\u5e73\u53f0\u3001\u56de\u7b54\u65f6\u95f4\u3001\u54c1\u724c\u662f\u5426\u51fa\u73b0\u3001\u5f15\u7528 URL\u3001\u8bc1\u636e\u53e5\u3001\u8bc1\u636e\u7c7b\u578b\u3001\u5f52\u56e0\u7b49\u7ea7\u3001\u60c5\u611f\u65b9\u5411\u548c\u540e\u7eed\u52a8\u4f5c\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u89e3\u91ca<\/th>\n<th>\u7528\u6cd5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI \u63d0\u53ca\u7387<\/td>\n<td>\u54c1\u724c\u5728\u540c\u7c7b Prompt \u56de\u7b54\u4e2d\u51fa\u73b0\u7684\u6bd4\u4f8b<\/td>\n<td>\u5224\u65ad AI \u53ef\u89c1\u5ea6\u57fa\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>AI \u5f15\u7528\u6765\u6e90\u6570<\/td>\n<td>\u88ab\u5f15\u7528\u7684\u552f\u4e00 URL \u6570<\/td>\n<td>\u5224\u65ad\u5185\u5bb9\u8986\u76d6\u9762<\/td>\n<\/tr>\n<tr>\n<td>URL \u8d21\u732e\u5206<\/td>\n<td>\u67d0 URL \u5bf9\u7b54\u6848\u4e8b\u5b9e\u548c\u63a8\u8350\u7406\u7531\u7684\u8d21\u732e<\/td>\n<td>\u6392\u5185\u5bb9\u66f4\u65b0\u4f18\u5148\u7ea7<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528-\u63d0\u53ca\u7ed1\u5b9a\u7387<\/td>\n<td>URL \u88ab\u5f15\u7528\u65f6\u54c1\u724c\u662f\u5426\u540c\u6b65\u51fa\u73b0<\/td>\n<td>\u53d1\u73b0\u201c\u5185\u5bb9\u88ab\u5f15\u7528\u4f46\u54c1\u724c\u7f3a\u5e2d\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u5438\u6536\u7c7b\u578b<\/td>\n<td>\u5b9a\u4e49\u3001\u6570\u636e\u3001\u6b65\u9aa4\u3001\u5bf9\u6bd4\u3001\u6848\u4f8b\u3001\u89c2\u70b9<\/td>\n<td>\u5224\u65ad\u54ea\u7c7b\u5185\u5bb9\u66f4\u5bb9\u6613\u88ab\u91c7\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u5171\u73b0\u7387<\/td>\n<td>\u54c1\u724c\u4e0e\u7ade\u54c1\u540c\u5c4f\u51fa\u73b0\u6bd4\u4f8b<\/td>\n<td>\u505a AI \u641c\u7d22\u7ade\u54c1\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u65b9\u5411<\/td>\n<td>\u6b63\u9762\u3001\u4e2d\u6027\u3001\u8d1f\u9762\u3001\u98ce\u9669\u63d0\u793a<\/td>\n<td>\u7528\u4e8e AI \u8206\u60c5\u76d1\u63a7<\/td>\n<\/tr>\n<tr>\n<td>\u6765\u6e90\u53ef\u4fe1\u5ea6<\/td>\n<td>\u5b98\u7f51\u3001\u4e00\u624b\u6570\u636e\u3001\u5a92\u4f53\u3001\u8bba\u575b\u3001\u8f6c\u8f7d\u3001\u805a\u5408<\/td>\n<td>\u51b3\u5b9a\u4fee\u590d\u65b9\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u94fe\u63a5\u6709\u6548\u6027<\/td>\n<td>\u94fe\u63a5\u662f\u5426\u53ef\u8bbf\u95ee\u3001\u662f\u5426\u8df3\u8f6c\u5f02\u5e38<\/td>\n<td>\u6392\u9664\u4f2a\u5f15\u7528\u548c\u5931\u6548\u5f15\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6d4b\u72b6\u6001<\/td>\n<td>\u5df2\u4fee\u590d\u3001\u5f85\u590d\u6d4b\u3001\u65e0\u53d8\u5316\u3001\u6076\u5316<\/td>\n<td>\u8ddf\u8e2a\u4f18\u5316\u95ed\u73af<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>URL \u8d21\u732e\u5206\u53ef\u4ee5\u7528\u5185\u90e8\u6743\u91cd\u8ba1\u7b97\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ec4\u6210\u9879<\/th>\n<th align=\"right\">\u5efa\u8bae\u6743\u91cd<\/th>\n<th>\u8bc4\u5206\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5f15\u7528\u7a33\u5b9a\u6027<\/td>\n<td align=\"right\">25%<\/td>\n<td>\u591a\u8f6e\u3001\u591a\u5e73\u53f0\u662f\u5426\u7a33\u5b9a\u51fa\u73b0<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u5438\u6536\u5f3a\u5ea6<\/td>\n<td align=\"right\">30%<\/td>\n<td>\u56de\u7b54\u662f\u5426\u91c7\u7528\u9875\u9762\u4e2d\u7684\u4e8b\u5b9e\u3001\u7ed3\u6784\u6216\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u724c\u7ed1\u5b9a\u5ea6<\/td>\n<td align=\"right\">20%<\/td>\n<td>\u8bc1\u636e\u662f\u5426\u548c\u54c1\u724c\u3001\u4ea7\u54c1\u3001\u4f5c\u8005\u3001\u5b98\u7f51\u7ed1\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>\u6765\u6e90\u53ef\u4fe1\u5ea6<\/td>\n<td align=\"right\">15%<\/td>\n<td>\u662f\u5426\u4e3a\u539f\u521b\u3001\u4e00\u624b\u3001\u6743\u5a01\u6216\u5b98\u65b9\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u4e0e\u4f4d\u7f6e<\/td>\n<td align=\"right\">10%<\/td>\n<td>\u662f\u5426\u6b63\u9762\u3001\u662f\u5426\u51fa\u73b0\u5728\u524d\u5217\u63a8\u8350<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e0d\u662f\u901a\u7528\u6392\u540d\u516c\u5f0f\uff0c\u800c\u662f\u5185\u5bb9\u56e2\u961f\u7684\u8bca\u65ad\u6392\u5e8f\u5de5\u5177\u3002\u5b83\u7684\u4f5c\u7528\u662f\u544a\u8bc9\u4f60\uff1a\u5148\u4fee\u54ea\u4e00\u9875\uff0c\u54ea\u4e00\u9875\u4e0d\u503c\u5f97\u6295\u5165\u3002<\/p>\n<h2>\u5982\u4f55\u5224\u65ad\u54ea\u7bc7\u5185\u5bb9\u771f\u6b63\u5e26\u6765\u63a8\u8350\uff1f<\/h2>\n<p><strong>\u771f\u6b63\u5e26\u6765\u63a8\u8350\u7684\u9875\u9762\uff0c\u901a\u5e38\u540c\u65f6\u6ee1\u8db3\u4e09\u4e2a\u6761\u4ef6\uff1a\u88ab\u5f15\u7528\u6216\u88ab\u660e\u663e\u5438\u6536\u3001\u9875\u9762\u5185\u5bb9\u4e0e Prompt \u610f\u56fe\u5339\u914d\u3001\u56de\u7b54\u4e2d\u7684\u63a8\u8350\u7406\u7531\u80fd\u5728\u9875\u9762\u4e2d\u627e\u5230\u5bf9\u5e94\u8bc1\u636e\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>URL \u7c7b\u578b<\/th>\n<th>AI \u56de\u7b54\u8868\u73b0<\/th>\n<th>\u5f52\u56e0\u5224\u65ad<\/th>\n<th>\u540e\u7eed\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5b98\u7f51\u529f\u80fd\u9875<\/td>\n<td>\u88ab\u5f15\u7528\uff0c\u4f46\u56de\u7b54\u53ea\u8bf4\u201c\u63d0\u4f9b\u76d1\u6d4b\u529f\u80fd\u201d<\/td>\n<td>\u5f31\u8d21\u732e<\/td>\n<td>\u589e\u52a0\u573a\u666f\u3001\u6307\u6807\u3001\u622a\u56fe\u3001\u9002\u7528\u8fb9\u754c<\/td>\n<\/tr>\n<tr>\n<td>\u884c\u4e1a\u62a5\u544a\u9875<\/td>\n<td>\u672a\u5fc5\u88ab\u70b9\u540d\uff0c\u4f46\u56de\u7b54\u590d\u7528\u4e86\u6570\u636e\u7ed3\u8bba<\/td>\n<td>\u5f3a\u8d21\u732e<\/td>\n<td>\u8865\u54c1\u724c\u5b9e\u4f53\u3001\u4e0b\u8f7d\u5165\u53e3\u548c\u5f15\u7528\u683c\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c\u4e09\u65b9\u6e05\u5355\u9875<\/td>\n<td>\u5f15\u7528\u9891\u7e41\uff0c\u54c1\u724c\u6392\u5728\u7ade\u54c1\u540e<\/td>\n<td>\u7ade\u54c1\u538b\u529b\u6e90<\/td>\n<td>\u8865\u5dee\u5f02\u5316\u8bc1\u636e\uff0c\u4e89\u53d6\u5916\u90e8\u53e3\u7891\u66f4\u65b0<\/td>\n<\/tr>\n<tr>\n<td>\u642c\u8fd0\u8f6c\u8f7d\u9875<\/td>\n<td>\u8f6c\u8f7d\u88ab\u5f15\u7528\uff0c\u539f\u6587\u672a\u88ab\u5f15\u7528<\/td>\n<td>\u5f52\u5c5e\u98ce\u9669<\/td>\n<td>\u4fee canonical\u3001\u7f72\u540d\u3001\u53d1\u5e03\u65f6\u95f4\u548c\u7ad9\u5185\u4e92\u94fe<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u533a\u95ee\u7b54\u9875<\/td>\n<td>\u5f71\u54cd\u63a8\u8350\u7406\u7531\uff0c\u4f46\u60c5\u611f\u4e0d\u7a33\u5b9a<\/td>\n<td>\u8206\u60c5\u98ce\u9669<\/td>\n<td>\u505a\u4e8b\u5b9e\u7ea0\u504f\u548c\u5b98\u65b9\u56de\u5e94<\/td>\n<\/tr>\n<tr>\n<td>\u65e7\u535a\u5ba2\u9875<\/td>\n<td>\u88ab\u5438\u6536\uff0c\u4f46\u4fe1\u606f\u8fc7\u671f<\/td>\n<td>\u65b0\u9c9c\u5ea6\u98ce\u9669<\/td>\n<td>\u66f4\u65b0\u7ed3\u8bba\u3001\u6570\u636e\u3001\u65f6\u95f4\u6233\u548c\u5bf9\u6bd4\u8868<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5982\u679c\u9875\u9762\u8d21\u732e\u4e86\u89c2\u70b9\u5374\u6ca1\u6709\u5e26\u51fa\u54c1\u724c\u540d\uff0c\u95ee\u9898\u901a\u5e38\u4e0d\u5728\u201c\u5173\u952e\u8bcd\u4e0d\u591f\u201d\uff0c\u800c\u5728\u5b9e\u4f53\u7ed1\u5b9a\u4e0d\u8db3\u3002\u53ef\u4ee5\u6309 <a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-no-brand\">\u5185\u5bb9\u88ab AI \u5f15\u7528\u4e86\uff0c\u54c1\u724c\u540d\u5374\u6ca1\u51fa\u73b0<\/a> \u7684\u601d\u8def\u8865\u9f50\u54c1\u724c\u540d\u3001\u4ea7\u54c1\u7c7b\u522b\u3001\u4f5c\u8005\u8eab\u4efd\u3001\u5e94\u7528\u573a\u666f\u548c\u53ef\u6458\u53d6\u7ed3\u8bba\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u201c\u88ab\u5f15\u7528\u201d\u4e0d\u7b49\u4e8e\u201c\u88ab\u6b63\u786e\u5f52\u56e0\u201d\uff1f<\/h2>\n<p><strong>AI \u5f15\u7528\u6709\u4e09\u7c7b\u5e38\u89c1\u98ce\u9669\uff1a\u94fe\u63a5\u771f\u5b9e\u4f46\u8bc1\u636e\u4e0d\u5339\u914d\uff0c\u8bc1\u636e\u5339\u914d\u4f46\u6ca1\u6709\u54c1\u724c\u540d\uff0c\u54c1\u724c\u51fa\u73b0\u4f46\u6765\u6e90\u88ab\u5f52\u5230\u8f6c\u8f7d\u6216\u7b2c\u4e09\u65b9\u3002\u5f52\u56e0\u5fc5\u987b\u540c\u65f6\u68c0\u67e5\u94fe\u63a5\u3001\u5185\u5bb9\u548c\u4e8b\u5b9e\u4e00\u81f4\u6027\u3002<\/strong><\/p>\n<p>arXiv \u9884\u5370\u672c <a href=\"https:\/\/arxiv.org\/abs\/2605.06635\">Cited but Not Verified<\/a> \u6d4b\u8bd5 14 \u4e2a\u6a21\u578b\uff0c\u53d1\u73b0\u8f83\u5f3a\u6a21\u578b\u7684\u94fe\u63a5\u6709\u6548\u6027\u53ef\u8d85\u8fc7 94%\u3001\u76f8\u5173\u6027\u8d85\u8fc7 80%\uff0c\u4f46\u4e8b\u5b9e\u51c6\u786e\u7387\u53ea\u6709 39%\u201377%\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u94fe\u63a5\u770b\u8d77\u6765\u53ef\u9760\uff0c\u4e0d\u4ee3\u8868\u56de\u7b54\u4e8b\u5b9e\u53ef\u9760\u3002<\/p>\n<p>\u53e6\u4e00\u7bc7 <a href=\"https:\/\/arxiv.org\/abs\/2508.00838\">The Attribution Crisis in LLM Search Results<\/a> \u57fa\u4e8e\u7ea6 14,000 \u6761 LMArena \u5bf9\u8bdd\u65e5\u5fd7\uff0c\u6307\u51fa\u641c\u7d22\u589e\u5f3a\u578b\u6a21\u578b\u4f1a\u51fa\u73b0 attribution gap\uff1a\u7cfb\u7edf\u53ef\u80fd\u8bfb\u53d6\u4e86\u76f8\u5173\u7f51\u9875\uff0c\u5374\u6ca1\u6709\u7ed9\u51fa\u76f8\u5e94\u5f15\u7528\u3002<\/p>\n<p>\u56e0\u6b64\uff0cAI \u5f15\u7528\u6765\u6e90\u5f52\u56e0\u8981\u7ed9\u6bcf\u6761\u5f15\u7528\u5206\u7ea7\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7b49\u7ea7<\/th>\n<th>\u5224\u5b9a\u6807\u51c6<\/th>\n<th>\u53ef\u91c7\u53d6\u52a8\u4f5c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>A \u7ea7<\/td>\n<td>\u94fe\u63a5\u6709\u6548\uff0c\u9875\u9762\u542b\u5bf9\u5e94\u4e8b\u5b9e\uff0c\u56de\u7b54\u5fe0\u5b9e\u590d\u8ff0\uff0c\u54c1\u724c\u88ab\u6b63\u786e\u63d0\u53ca<\/td>\n<td>\u4fdd\u6301\u66f4\u65b0\uff0c\u5f3a\u5316\u5185\u94fe\u548c\u7ed3\u6784\u5316\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>B \u7ea7<\/td>\n<td>\u94fe\u63a5\u6709\u6548\u4e14\u9875\u9762\u76f8\u5173\uff0c\u4f46\u56de\u7b54\u53ea\u5438\u6536\u90e8\u5206\u89c2\u70b9\u6216\u7ed3\u6784<\/td>\n<td>\u589e\u52a0\u7b54\u6848\u5148\u884c\u6bb5\u3001\u8868\u683c\u548c\u6e05\u6670\u7ed3\u8bba<\/td>\n<\/tr>\n<tr>\n<td>C \u7ea7<\/td>\n<td>\u94fe\u63a5\u6709\u6548\uff0c\u4f46\u9875\u9762\u4e0d\u652f\u6301\u56de\u7b54\u4e2d\u7684\u5173\u952e\u8bf4\u6cd5<\/td>\n<td>\u4fee\u6b63\u6587\u6848\uff0c\u8865\u8bc1\u636e\uff0c\u964d\u4f4e\u8bef\u5bfc\u98ce\u9669<\/td>\n<\/tr>\n<tr>\n<td>D \u7ea7<\/td>\n<td>\u94fe\u63a5\u5931\u6548\u3001\u8df3\u8f6c\u5f02\u5e38\u3001\u8f6c\u8f7d\u5192\u540d\u6216\u6765\u6e90\u65e0\u6cd5\u9a8c\u8bc1<\/td>\n<td>\u6280\u672f\u4fee\u590d\u3001\u539f\u521b\u5f52\u5c5e\u4fee\u590d\u6216\u5916\u90e8\u6f84\u6e05<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5185\u5bb9\u56e2\u961f\u600e\u4e48\u4f18\u5316 URL \u7ea7\u5f15\u7528\u6765\u6e90\uff1f<\/h2>\n<p><strong>\u4f18\u5316\u987a\u5e8f\u662f\u5148\u4fee\u53ef\u8bbf\u95ee\u6027\uff0c\u518d\u4fee\u53ef\u6458\u53d6\u6027\uff0c\u6700\u540e\u4fee\u54c1\u724c\u7ed1\u5b9a\u3002\u4e0d\u8981\u5148\u5806\u5173\u952e\u8bcd\uff1bAI \u66f4\u5bb9\u6613\u91c7\u7528\u6e05\u6670\u3001\u53ef\u9a8c\u8bc1\u3001\u53ef\u590d\u8ff0\u7684\u4e8b\u5b9e\u5757\u3002<\/strong><\/p>\n<h3>1. \u8ba9\u6838\u5fc3\u9875\u9762\u53ef\u6293\u53d6\u3001\u53ef\u7d22\u5f15\u3001\u53ef\u9884\u89c8<\/h3>\n<p>Google \u5b98\u65b9\u8bf4\u660e\uff0c\u9875\u9762\u8981\u6210\u4e3a AI Overviews \u6216 AI Mode \u7684\u652f\u6301\u94fe\u63a5\uff0c\u9700\u8981\u88ab\u7d22\u5f15\u5e76\u6709\u8d44\u683c\u5728\u641c\u7d22\u4e2d\u5c55\u793a\u6458\u8981\u3002\u68c0\u67e5 robots.txt\u3001noindex\u3001canonical\u3001JS \u6e32\u67d3\u3001\u9875\u9762\u6587\u672c\u53ef\u89c1\u6027\u548c\u5185\u90e8\u94fe\u63a5\u3002<\/p>\n<p>\u5982\u679c\u9875\u9762\u88ab\u5927\u91cf\u590d\u5236\uff0c\u4f7f\u7528 Google \u7684 <a href=\"https:\/\/developers.google.com\/search\/docs\/crawling-indexing\/consolidate-duplicate-urls\">canonical \u6587\u6863<\/a>\u68c0\u67e5\u89c4\u8303\u5316\u4fe1\u53f7\uff0c\u907f\u514d\u8f6c\u8f7d\u9875\u62a2\u8d70\u539f\u6587\u5f52\u5c5e\u3002<\/p>\n<h3>2. \u628a\u6bcf\u4e2a\u5173\u952e\u5c0f\u8282\u6539\u6210\u7b54\u6848\u5148\u884c<\/h3>\n<p>\u6bcf\u4e2a H2\/H3 \u5f00\u5934\u5148\u7ed9 40\u201360 \u5b57\u7ed3\u8bba\uff0c\u518d\u5c55\u5f00\u89e3\u91ca\u3002AI \u7cfb\u7edf\u66f4\u5bb9\u6613\u5438\u6536\u8fd9\u79cd\u7ed3\u6784\uff0c\u7528\u6237\u4e5f\u66f4\u5bb9\u6613\u5feb\u901f\u5224\u65ad\u662f\u5426\u7ee7\u7eed\u8bfb\u3002<\/p>\n<p>\u5f31\u5199\u6cd5\uff1a<br \/>\n\u201c\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u76d1\u6d4b AI \u5f15\u7528\u7684\u65b9\u6cd5\u3002\u201d<\/p>\n<p>\u5f3a\u5199\u6cd5\uff1a<br \/>\n\u201cAI \u5f15\u7528\u6765\u6e90\u5f52\u56e0\u5e94\u5148\u56fa\u5b9a Prompt\uff0c\u518d\u91cd\u590d\u91c7\u6837\u548c\u6bd4\u5bf9\u8bc1\u636e\u6bb5\u3002\u53ea\u770b\u5355\u6b21\u56de\u7b54\uff0c\u65e0\u6cd5\u5224\u65ad URL \u662f\u5426\u7a33\u5b9a\u5f71\u54cd\u7b54\u6848\u3002\u201d<\/p>\n<h3>3. \u589e\u52a0\u4e00\u624b\u6570\u636e\u548c\u53ef\u6838\u9a8c\u6765\u6e90<\/h3>\n<p>Google \u7684 <a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\">helpful content \u6587\u6863<\/a>\u5f3a\u8c03\u539f\u521b\u4fe1\u606f\u3001\u5b8c\u6574\u63cf\u8ff0\u3001\u8d85\u51fa\u663e\u800c\u6613\u89c1\u7684\u5206\u6790\u548c\u6e05\u6670\u6765\u6e90\u3002\u5bf9\u5e94\u5230 AI \u5f15\u7528\uff0c\u5c31\u662f\u4e0d\u8981\u53ea\u5199\u89c2\u70b9\uff0c\u8981\u63d0\u4f9b\u53ef\u6838\u9a8c\u7684\u8bc1\u636e\u5757\uff1a<\/p>\n<ul>\n<li>\u539f\u521b\u8c03\u7814\u6837\u672c\u3001\u65f6\u95f4\u3001\u65b9\u6cd5\u548c\u9650\u5236\u3002<\/li>\n<li>\u4ea7\u54c1\u622a\u56fe\u3001\u6d4b\u8bd5\u6b65\u9aa4\u3001\u6307\u6807\u53e3\u5f84\u3002<\/li>\n<li>\u884c\u4e1a\u6848\u4f8b\u7684\u80cc\u666f\u3001\u52a8\u4f5c\u3001\u7ed3\u679c\u3002<\/li>\n<li>\u6570\u636e\u4e0b\u8f7d\u9875\u6216\u9644\u5f55\u9875\u3002<\/li>\n<li>\u4f5c\u8005\u8eab\u4efd\u3001\u66f4\u65b0\u65f6\u95f4\u548c\u4fee\u8ba2\u8bb0\u5f55\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u8981\u628a\u81ea\u6709\u8c03\u7814\u505a\u6210\u9ad8\u9891\u5f15\u7528\u6e90\uff0c\u53ef\u53c2\u8003 <a href=\"https:\/\/maxaeo.cn\/blog\/original-data-ai-citation\">\u81ea\u5df1\u53d1\u5e03\u7684\u6570\u636e\u548c\u8c03\u7814\u62a5\u544a\uff0c\u600e\u4e48\u505a\u6210 AI \u9ad8\u9891\u5f15\u7528\u6e90<\/a>\u3002<\/p>\n<h3>4. \u5f3a\u5316\u54c1\u724c\u5b9e\u4f53\u7ed1\u5b9a<\/h3>\n<p>\u9875\u9762\u4e0d\u80fd\u53ea\u8d21\u732e\u89c2\u70b9\uff0c\u8fd8\u8981\u8ba9 AI \u77e5\u9053\u89c2\u70b9\u5c5e\u4e8e\u8c01\u3002\u5173\u952e\u9875\u9762\u5e94\u7a33\u5b9a\u51fa\u73b0\uff1a<\/p>\n<ul>\n<li>\u54c1\u724c\u540d\uff1aMaxAEO\u3002<\/li>\n<li>\u4ea7\u54c1\u7c7b\u522b\uff1aAI \u641c\u7d22\u53ef\u89c1\u5ea6\u76d1\u6d4b\u3001AEO\/GEO \u76d1\u6d4b\u3001AI \u54c1\u724c\u76d1\u6d4b\u3002<\/li>\n<li>\u9002\u7528\u4eba\u7fa4\uff1a\u6d88\u8d39\u54c1\u724c\u3001\u7535\u5546\u54c1\u724c\u3001B2B\u3001SaaS\u3001\u5185\u5bb9\u548c\u589e\u957f\u56e2\u961f\u3002<\/li>\n<li>\u80fd\u529b\u8fb9\u754c\uff1a\u76d1\u6d4b\u3001\u8bca\u65ad\u3001\u5f52\u56e0\u3001\u7ade\u54c1\u5bf9\u6bd4\u3001\u590d\u6d4b\uff0c\u4e0d\u627f\u8bfa\u63a7\u5236 AI \u7b54\u6848\u3002<\/li>\n<li>\u5173\u8054\u5b9e\u4f53\uff1a\u5b98\u7f51\u3001\u4f5c\u8005\u3001\u6848\u4f8b\u3001\u62a5\u544a\u3001\u4ea7\u54c1\u9875\u3001\u7ec4\u7ec7\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p>\u7ed3\u6784\u5316\u6570\u636e\u53ef\u4ee5\u8f85\u52a9\u89e3\u6790\uff0c\u4f46\u4e0d\u662f\u4e13\u7528\u5f00\u5173\u3002Google \u5728 AI features \u6587\u6863\u4e2d\u660e\u786e\u8bf4\u660e\uff0c\u4e0d\u9700\u8981\u989d\u5916\u7684\u7279\u6b8a schema.org \u6807\u8bb0\uff1b\u66f4\u91cd\u8981\u7684\u662f\u7ed3\u6784\u5316\u6570\u636e\u4e0e\u9875\u9762\u53ef\u89c1\u5185\u5bb9\u4e00\u81f4\u3002<\/p>\n<h3>5. \u5904\u7406\u5185\u5bb9\u65b0\u9c9c\u5ea6<\/h3>\n<p>AI \u641c\u7d22\u5bf9\u8fc7\u671f\u4fe1\u606f\u5f88\u654f\u611f\uff0c\u5c24\u5176\u662f\u5de5\u5177\u6e05\u5355\u3001\u5e73\u53f0\u80fd\u529b\u3001\u4ef7\u683c\u3001\u6a21\u578b\u529f\u80fd\u3001\u96c6\u6210\u65b9\u5f0f\u3002\u66f4\u65b0\u65f6\u4e0d\u8981\u53ea\u6539\u65e5\u671f\uff0c\u8981\u5b9e\u8d28\u66f4\u65b0\uff1a<\/p>\n<ul>\n<li>\u589e\u52a0\u65b0\u5e73\u53f0\u6216\u5220\u9664\u5931\u6548\u5e73\u53f0\u3002<\/li>\n<li>\u66f4\u65b0\u622a\u56fe\u548c\u529f\u80fd\u8fb9\u754c\u3002<\/li>\n<li>\u8865\u5145\u6700\u8fd1\u4e00\u6b21\u590d\u6d4b\u7ed3\u679c\u3002<\/li>\n<li>\u6807\u660e\u65e7\u7ed3\u8bba\u662f\u5426\u4ecd\u7136\u6210\u7acb\u3002<\/li>\n<li>\u5728\u9875\u9762\u4e2d\u4fdd\u7559\u201c\u66f4\u65b0\u4e86\u4ec0\u4e48\u201d\u3002<\/li>\n<\/ul>\n<p>\u65e7\u6587\u7ae0\u662f\u5426\u503c\u5f97\u7ffb\u65b0\uff0c\u53ef\u6309 <a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-refresh\">\u5185\u5bb9\u65b0\u9c9c\u5ea6\u5bf9 AI \u5f15\u7528\u7684\u5f71\u54cd\u4e0e\u66f4\u65b0\u4f18\u5148\u7ea7<\/a> \u505a\u6392\u5e8f\u3002<\/p>\n<h2>\u4e00\u4e2a\u53ef\u590d\u7528\u7684 URL \u7ea7\u8bca\u65ad\u6a21\u677f<\/h2>\n<p><strong>URL \u7ea7\u8bca\u65ad\u8868\u8981\u628a\u201c\u95ee\u9898\u3001\u6765\u6e90\u3001\u8bc1\u636e\u3001\u5224\u65ad\u3001\u52a8\u4f5c\u201d\u653e\u5728\u540c\u4e00\u884c\u3002\u8fd9\u6837 SEO\u3001\u5185\u5bb9\u3001\u516c\u5173\u548c\u589e\u957f\u56e2\u961f\u770b\u5230\u7684\u662f\u540c\u4e00\u7ec4\u4e8b\u5b9e\uff0c\u800c\u4e0d\u662f\u5404\u81ea\u89e3\u91ca AI \u56de\u7b54\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u793a\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Prompt<\/td>\n<td>\u201c\u9002\u5408 SaaS \u4f01\u4e1a\u505a AI \u54c1\u724c\u76d1\u6d4b\u7684\u5e73\u53f0\u6709\u54ea\u4e9b\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u53f0<\/td>\n<td>ChatGPT \/ Gemini \/ Perplexity \/ DeepSeek \/ Kimi \/ \u8c46\u5305<\/td>\n<\/tr>\n<tr>\n<td>\u91c7\u6837\u6761\u4ef6<\/td>\n<td>\u8054\u7f51\u3001\u5730\u533a\u3001\u65f6\u95f4\u3001\u8d26\u53f7\u72b6\u6001\u3001\u662f\u5426\u6df1\u5ea6\u641c\u7d22<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u724c\u4f4d\u7f6e<\/td>\n<td>\u7b2c 2 \u4f4d\u63a8\u8350 \/ \u4ec5\u88ab\u63d0\u53ca \/ \u672a\u51fa\u73b0<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528 URL<\/td>\n<td>\u5b98\u7f51\u9875\u3001\u535a\u5ba2\u9875\u3001\u62a5\u544a\u9875\u3001\u7b2c\u4e09\u65b9\u8bc4\u6d4b\u9875\u3001\u793e\u533a\u9875<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u53e5<\/td>\n<td>\u201c\u53ef\u76d1\u6d4b\u63d0\u53ca\u7387\u3001\u6392\u540d\u3001\u60c5\u611f\u3001\u5f15\u7528\u6765\u6e90\u548c\u7ade\u54c1\u8868\u73b0\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u7c7b\u578b<\/td>\n<td>\u529f\u80fd\u63cf\u8ff0 \/ \u6570\u636e \/ \u5bf9\u6bd4 \/ \u6848\u4f8b \/ \u53e3\u7891<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u5339\u914d<\/td>\n<td>\u5b8c\u5168\u5339\u914d \/ \u90e8\u5206\u5339\u914d \/ \u4e0d\u5339\u914d \/ \u65e0\u6cd5\u5224\u65ad<\/td>\n<\/tr>\n<tr>\n<td>\u5f52\u56e0\u7b49\u7ea7<\/td>\n<td>A \/ B \/ C \/ D<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u65b9\u5411<\/td>\n<td>\u6b63\u9762 \/ \u4e2d\u6027 \/ \u8d1f\u9762 \/ \u98ce\u9669\u63d0\u793a<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u5148\u52a8\u4f5c<\/td>\n<td>\u66f4\u65b0\u9875\u9762\u3001\u8865\u6570\u636e\u3001\u4fee\u539f\u521b\u5f52\u5c5e\u3001\u505a\u5916\u90e8\u6f84\u6e05<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6d4b\u65e5\u671f<\/td>\n<td>\u4e0b\u4e00\u8f6e\u56fa\u5b9a\u91c7\u6837\u65f6\u95f4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5efa\u8bae\u6bcf\u6b21\u66f4\u65b0\u540e\u81f3\u5c11\u8fde\u7eed\u89c2\u5bdf 2\u20134 \u5468\u3002\u4e0d\u8981\u6bcf\u5929\u6539 Prompt\uff0c\u4e5f\u4e0d\u8981\u628a\u4e00\u6b21\u56de\u7b54\u6ce2\u52a8\u5f53\u6210\u6548\u679c\u53d8\u5316\u3002<\/p>\n<h2>\u4f18\u5316\u524d\u540e\u5e94\u8be5\u770b\u4ec0\u4e48\u53d8\u5316\uff1f<\/h2>\n<p><strong>\u6709\u6548\u4f18\u5316\u4e0d\u4e00\u5b9a\u7acb\u523b\u5e26\u6765\u66f4\u591a\u70b9\u51fb\uff0c\u4f46\u4f1a\u5148\u4f53\u73b0\u5728\u5f15\u7528\u8d28\u91cf\u4e0a\uff1a\u6765\u6e90\u66f4\u96c6\u4e2d\u3001\u54c1\u724c\u548c\u8bc1\u636e\u540c\u5c4f\u3001\u63a8\u8350\u7406\u7531\u66f4\u5177\u4f53\u3001\u9519\u8bef\u63cf\u8ff0\u51cf\u5c11\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u89c2\u5bdf\u70b9<\/th>\n<th>\u4fee\u590d\u524d<\/th>\n<th>\u4fee\u590d\u540e\u76ee\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90<\/td>\n<td>\u8f6c\u8f7d\u9875\u3001\u8bba\u575b\u9875\u3001\u6e05\u5355\u9875\u5206\u6563\u51fa\u73b0<\/td>\n<td>\u5b98\u7f51\u539f\u6587\u3001\u62a5\u544a\u9875\u3001\u6743\u5a01\u7b2c\u4e09\u65b9\u5171\u540c\u51fa\u73b0<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u724c\u7ed1\u5b9a<\/td>\n<td>\u5f15\u7528\u4e86\u5185\u5bb9\u4f46\u6ca1\u51fa\u73b0\u54c1\u724c\u540d<\/td>\n<td>\u5185\u5bb9\u8bc1\u636e\u548c\u54c1\u724c\u540d\u540c\u6b65\u51fa\u73b0<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u8350\u7406\u7531<\/td>\n<td>\u201c\u529f\u80fd\u8f83\u5168\u201d\u201c\u9002\u5408\u4f01\u4e1a\u201d<\/td>\n<td>\u51fa\u73b0\u5177\u4f53\u6307\u6807\u3001\u573a\u666f\u3001\u5e73\u53f0\u8986\u76d6\u548c\u8fb9\u754c<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u6bd4\u8f83<\/td>\n<td>\u628a\u7ade\u54c1\u4f18\u52bf\u5f53\u6210\u884c\u4e1a\u4e8b\u5b9e<\/td>\n<td>\u80fd\u533a\u5206\u4e0d\u540c\u54c1\u724c\u80fd\u529b\u548c\u9002\u7528\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>\u8206\u60c5\u98ce\u9669<\/td>\n<td>\u9519\u8bef\u4fe1\u606f\u957f\u671f\u91cd\u590d<\/td>\n<td>\u9519\u8bef\u6765\u6e90\u88ab\u66ff\u4ee3\u6216\u56de\u7b54\u63aa\u8f9e\u88ab\u4fee\u6b63<\/td>\n<\/tr>\n<tr>\n<td>CRM \u4fe1\u53f7<\/td>\n<td>\u53ea\u6709\u7b3c\u7edf direct\/referral<\/td>\n<td>\u80fd\u8bc6\u522b AI \u76f8\u5173\u8bbf\u95ee\u548c\u540e\u7eed\u7ebf\u7d22<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e00\u6b65\u7684\u5173\u952e\u4e0d\u662f\u8ffd\u6c42\u201c\u66f4\u591a\u5f15\u7528\u201d\uff0c\u800c\u662f\u8ffd\u6c42<strong>\u66f4\u51c6\u786e\u7684\u5f52\u56e0<\/strong>\u3002\u5982\u679c\u67d0\u7bc7\u9875\u9762\u6301\u7eed\u8ba9 AI \u4ea7\u751f\u9519\u8bef\u7406\u89e3\uff0c\u964d\u4f4e\u5b83\u7684\u5f71\u54cd\u529b\u6bd4\u589e\u52a0\u5f15\u7528\u66f4\u91cd\u8981\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>AI \u5e73\u53f0\u6ca1\u6709\u663e\u793a\u94fe\u63a5\uff0c\u8fd8\u80fd\u505a\u6765\u6e90\u5f52\u56e0\u5417\uff1f<\/h3>\n<p>\u53ef\u4ee5\uff0c\u4f46\u7f6e\u4fe1\u5ea6\u8981\u964d\u4f4e\u3002\u6ca1\u6709\u94fe\u63a5\u65f6\uff0c\u5e94\u8bb0\u5f55\u56de\u7b54\u4e2d\u7684\u6807\u9898\u7ebf\u7d22\u3001\u4e13\u6709\u540d\u8bcd\u3001\u6570\u636e\u53e5\u3001\u63aa\u8f9e\u76f8\u4f3c\u5ea6\u548c\u53ef\u80fd\u6765\u6e90\uff0c\u518d\u7528\u7ad9\u5185\u641c\u7d22\u3001\u641c\u7d22\u5f15\u64ce\u548c\u9875\u9762\u6587\u672c\u6bd4\u5bf9\u3002\u7ed3\u8bba\u5e94\u6807\u4e3a\u201c\u63a8\u65ad\u6765\u6e90\u201d\uff0c\u4e0d\u80fd\u5f53\u6210\u786e\u5b9a\u5f15\u7528\u3002<\/p>\n<h3>\u540c\u4e00\u4e2a Prompt \u591a\u6b21\u7b54\u6848\u4e0d\u4e00\u6837\uff0c\u5f52\u56e0\u8fd8\u53ef\u4fe1\u5417\uff1f<\/h3>\n<p>\u53ef\u4fe1\uff0c\u4f46\u5fc5\u987b\u7528\u62bd\u6837\u53e3\u5f84\u3002\u5355\u6b21\u56de\u7b54\u53ea\u9002\u5408\u53d1\u73b0\u7ebf\u7d22\uff0c\u4e0d\u9002\u5408\u505a\u7ed3\u8bba\u3002\u5efa\u8bae\u540c\u4e00 Prompt \u81f3\u5c11\u8de8\u5e73\u53f0\u3001\u8de8\u65f6\u95f4\u3001\u91cd\u590d 3 \u8f6e\u4ee5\u4e0a\uff0c\u518d\u770b\u7a33\u5b9a\u51fa\u73b0\u7684 URL\u3001\u54c1\u724c\u4f4d\u7f6e\u548c\u8bc1\u636e\u7c7b\u578b\u3002<\/p>\n<h3>\u5b98\u7f51\u5185\u5bb9\u548c\u7b2c\u4e09\u65b9\u5185\u5bb9\uff0c\u54ea\u4e2a\u66f4\u5bb9\u6613\u88ab AI 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