{"id":805,"date":"2026-07-10T10:44:24","date_gmt":"2026-07-10T02:44:24","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-customer-identification\/"},"modified":"2026-07-10T10:44:24","modified_gmt":"2026-07-10T02:44:24","slug":"ai-customer-identification","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-customer-identification\/","title":{"rendered":"AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\uff1a\u8868\u5355\u3001\u5ba2\u670d\u548c CRM \u5b57\u6bb5\u600e\u4e48\u8bbe\u8ba1"},"content":{"rendered":"<p>AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\u7684\u6838\u5fc3\uff0c\u4e0d\u662f\u628a\u7ebf\u7d22\u7b80\u5355\u6807\u6210\u201c\u6765\u81ea AI\u201d\uff0c\u800c\u662f\u7528\u5165\u53e3\u3001\u8868\u5355\u3001\u5ba2\u670d\u3001AI\u7b54\u6848\u8bc1\u636e\u548c\u6210\u4ea4\u8bb0\u5f55\u5224\u65ad\uff1aDeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Perplexity \u7b49 AI \u5e73\u53f0\u662f\u5426\u5f71\u54cd\u4e86\u5ba2\u6237\u7684\u8ba4\u77e5\u3001\u6bd4\u8f83\u548c\u8d2d\u4e70\u51b3\u7b56\u3002<\/p>\n<p>\u5bf9\u589e\u957f\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u4ef6\u4e8b\u6700\u7ec8\u8981\u56de\u7b54\u4e09\u4e2a\u5546\u4e1a\u95ee\u9898\uff1a<strong>AI \u641c\u7d22\u6709\u6ca1\u6709\u5e26\u6765\u9ad8\u8d28\u91cf\u7ebf\u7d22\uff1f\u54ea\u4e9b AI \u5e73\u53f0\u548c\u95ee\u9898\u573a\u666f\u5728\u5f71\u54cd\u5ba2\u6237\uff1fAEO \u548c AI \u53ef\u89c1\u5ea6\u6295\u5165\u662f\u5426\u771f\u7684\u8d21\u732e\u6536\u5165\uff1f<\/strong><\/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\/1783617643177-14-43191-1.jpg\" alt=\"AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\u5b57\u6bb5\u6d41\u8f6c\u56fe\uff1a\u8868\u5355\u3001\u5ba2\u670d\u3001CRM\u548c\u6210\u4ea4\u590d\u76d8\u56db\u5c42\u8bc1\u636e\"><\/figure>\n<h2>\u4e00\u53e5\u8bdd\u7b54\u6848\uff1a\u600e\u4e48\u8bc6\u522b AI \u63a8\u8350\u5ba2\u6237\uff1f<\/h2>\n<p>AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\u8981\u540c\u65f6\u770b\u56db\u5c42\u8bc1\u636e\uff1a<strong>\u8bbf\u95ee\u5165\u53e3\u662f\u5426\u6765\u81ea AI\u3001\u8868\u5355\u662f\u5426\u81ea\u62a5 AI \u63a8\u8350\u3001\u5ba2\u670d\u662f\u5426\u8bb0\u5f55 AI \u7b54\u6848\u5f71\u54cd\u70b9\u3001CRM \u662f\u5426\u5173\u8054\u6210\u4ea4\u7ed3\u679c<\/strong>\u3002\u56db\u5c42\u8bc1\u636e\u8d8a\u5b8c\u6574\uff0cAI \u5f52\u56e0\u8d8a\u53ef\u4fe1\u3002<\/p>\n<p>\u6700\u5c0f\u53ef\u884c\u65b9\u6848\u5982\u4e0b\uff1a<\/p>\n<ol>\n<li>\u5728\u8868\u5355\u91cc\u589e\u52a0\u201c\u9996\u6b21\u4e86\u89e3\u6765\u6e90\u201d\uff0c\u9009\u9879\u5305\u542b\u201cAI\u5de5\u5177\u63a8\u8350\u201d\u3002<\/li>\n<li>\u9009\u62e9 AI \u540e\uff0c\u8ffd\u95ee\u5e73\u53f0\u3001\u95ee\u9898\u7c7b\u578b\u3001\u662f\u5426\u770b\u5230\u672c\u54c1\u724c\u3002<\/li>\n<li>\u5728\u5ba2\u670d\u548c\u9500\u552e\u8bdd\u672f\u4e2d\u786e\u8ba4\u201cAI \u7b54\u6848\u5f71\u54cd\u4e86\u54ea\u4e00\u70b9\u201d\u3002<\/li>\n<li>\u5728 CRM \u4e2d\u65b0\u589e <code>ai_influenced<\/code>\u3001<code>ai_platform<\/code>\u3001<code>ai_prompt_intent<\/code>\u3001<code>ai_confidence_score<\/code>\u3002<\/li>\n<li>\u6210\u4ea4\u540e\u53ea\u7edf\u8ba1\u201cAI \u5f71\u54cd\u6536\u5165\u201d\uff0c\u4e0d\u8981\u628a\u5b83\u8bef\u5199\u6210\u201cAI \u552f\u4e00\u6765\u6e90\u6536\u5165\u201d\u3002<\/li>\n<\/ol>\n<h2>\u4ec0\u4e48\u662f AI \u63a8\u8350\u5ba2\u6237\u8bc6\u522b\uff1f<\/h2>\n<p>AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\uff0c\u662f\u7528\u7ed3\u6784\u5316\u5b57\u6bb5\u5224\u65ad\u5ba2\u6237\u662f\u5426\u901a\u8fc7 AI \u5e73\u53f0\u4ea7\u751f\u54c1\u724c\u8ba4\u77e5\u3001\u6bd4\u8f83\u504f\u597d\u6216\u8d2d\u4e70\u610f\u5411\u7684\u7ebf\u7d22\u5f52\u56e0\u65b9\u6cd5\u3002\u5b83\u5173\u6ce8\u201cAI \u662f\u5426\u5f71\u54cd\u51b3\u7b56\u201d\uff0c\u4e0d\u53ea\u770b\u201c\u6700\u540e\u4e00\u6b21\u8bbf\u95ee\u6765\u6e90\u201d\u3002<\/p>\n<p>\u4f20\u7edf\u5f52\u56e0\u66f4\u64c5\u957f\u56de\u7b54\u201c\u5ba2\u6237\u4ece\u54ea\u91cc\u70b9\u8fdb\u6765\u201d\uff1a\u5e7f\u544a\u3001\u81ea\u7136\u641c\u7d22\u3001\u793e\u5a92\u3001\u63a8\u8350\u94fe\u63a5\u3001Direct\u3002AI \u641c\u7d22\u6539\u53d8\u4e86\u8fd9\u4e2a\u8def\u5f84\u3002\u5ba2\u6237\u53ef\u80fd\u5148\u5728\u8c46\u5305\u91cc\u95ee\u201c\u9002\u5408\u6d88\u8d39\u54c1\u724c\u7684 AI \u54c1\u724c\u76d1\u6d4b\u5de5\u5177\u6709\u54ea\u4e9b\u201d\uff0c\u770b\u5230 MaxAEO \u548c\u7ade\u54c1\u5bf9\u6bd4\uff0c\u4e09\u5929\u540e\u518d\u901a\u8fc7 Google \u641c\u7d22\u54c1\u724c\u540d\uff0c\u6700\u540e\u76f4\u63a5\u8fdb\u5165\u5b98\u7f51\u9884\u7ea6\u6f14\u793a\u3002<\/p>\n<p>\u5982\u679c CRM \u91cc\u53ea\u7559\u4e0b <code>Organic Search<\/code> \u6216 <code>Direct<\/code>\uff0c\u5e02\u573a\u56e2\u961f\u4f1a\u4f4e\u4f30 AI \u63a8\u8350\u7684\u5f71\u54cd\uff1b\u5982\u679c\u53ea\u51ed\u4e00\u53e5\u201c\u5ba2\u6237\u8bf4 AI \u63a8\u8350\u8fc7\u201d\u5c31\u7b97\u6536\u5165\uff0c\u53c8\u4f1a\u9ad8\u4f30 AI \u8d21\u732e\u3002\u6b63\u786e\u505a\u6cd5\u662f\u5efa\u7acb\u8bc1\u636e\u94fe\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u53ea\u770b GA4 \u6216 referrer \u4f1a\u6f0f\u6389 AI \u5f71\u54cd\uff1f<\/h2>\n<p>\u53ea\u770b GA4 \u6216 referrer\uff0c\u53ea\u80fd\u8bc6\u522b\u201c\u4ece AI \u5e73\u53f0\u70b9\u51fb\u8fc7\u6765\u201d\u7684\u8bbf\u95ee\uff0c\u8bc6\u522b\u4e0d\u4e86\u201c\u5148\u88ab AI \u5f71\u54cd\u3001\u540e\u7eed\u901a\u8fc7\u641c\u7d22\u3001\u54c1\u724c\u8bcd\u6216\u76f4\u8bbf\u63d0\u4ea4\u8868\u5355\u201d\u7684\u5ba2\u6237\u3002<\/p>\n<p><a href=\"https:\/\/support.google.com\/analytics\/answer\/9756891\">Google Analytics \u9ed8\u8ba4\u6e20\u9053\u7ec4\u6587\u6863<\/a> \u5df2\u628a ChatGPT\u3001Gemini\u3001Deepseek\u3001Copilot\u3001Grok \u7b49\u6765\u6e90\u5f52\u5165 \u201cAI Assistants\u201d \u6e20\u9053\uff0c\u4f46\u540c\u4e00\u6587\u6863\u4e5f\u8bf4\u660e\uff0cGoogle AI Overviews \u548c AI Mode \u7684\u975e\u5e7f\u544a\u8bbf\u95ee\u4f1a\u5f52\u5165 Organic Search\u3002\u8fd9\u610f\u5473\u7740 AI \u5f71\u54cd\u5e76\u4e0d\u603b\u662f\u663e\u793a\u6210\u72ec\u7acb\u6e20\u9053\u3002<\/p>\n<p>\u5e38\u89c1\u6f0f\u6570\u8def\u5f84\u6709\u56db\u79cd\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5ba2\u6237\u8def\u5f84<\/th>\n<th>GA4 \u5e38\u89c1\u663e\u793a<\/th>\n<th>\u5b9e\u9645 AI \u5f71\u54cd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI \u6bd4\u8f83\u7ade\u54c1\u540e\u7531\u540c\u4e8b\u8f6c\u53d1\u622a\u56fe<\/td>\n<td>Direct \/ Referral<\/td>\n<td>AI \u5f71\u54cd\u8bc4\u4f30\u6807\u51c6<\/td>\n<\/tr>\n<tr>\n<td>Google AI Overview \u4e2d\u770b\u5230\u4fe1\u606f\u540e\u518d\u70b9\u81ea\u7136\u7ed3\u679c<\/td>\n<td>Organic Search<\/td>\n<td>AI \u4e0e\u4f20\u7edf\u641c\u7d22\u6df7\u5408\u5f71\u54cd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u8868\u5355\u5e94\u8be5\u52a0\u54ea\u4e9b\u5b57\u6bb5\uff1f<\/h2>\n<p>\u8868\u5355\u5b57\u6bb5\u8981\u5c11\u800c\u51c6\uff1a<strong>\u53ea\u8ba9\u5ba2\u6237\u56de\u7b54\u4ed6\u77e5\u9053\u7684\u4e8b\uff0c\u628a\u590d\u6742\u5224\u65ad\u7559\u7ed9\u9690\u85cf\u5b57\u6bb5\u548c CRM<\/strong>\u3002\u63a8\u8350\u7ed3\u6784\u662f\u201c1 \u4e2a\u5fc5\u586b\u6765\u6e90\u9898 + 3 \u4e2a\u6761\u4ef6\u9898 + \u81ea\u52a8\u91c7\u96c6\u5b57\u6bb5\u201d\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u7c7b\u578b<\/th>\n<th>\u63a8\u8350\u6587\u6848<\/th>\n<th>\u9009\u9879\u6216\u89c4\u5219<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u9996\u6b21\u4e86\u89e3\u6765\u6e90<\/td>\n<td>\u5355\u9009\uff0c\u5fc5\u586b<\/td>\n<td>\u4f60\u6700\u65e9\u662f\u5728\u54ea\u91cc\u4e86\u89e3\u5230\u6211\u4eec\u7684\uff1f<\/td>\n<td>AI\u5de5\u5177\u63a8\u8350\u3001\u641c\u7d22\u5f15\u64ce\u3001\u670b\u53cb\/\u540c\u4e8b\u63a8\u8350\u3001\u793e\u5a92\u5185\u5bb9\u3001\u5e7f\u544a\u3001\u5a92\u4f53\/\u6d3b\u52a8\u3001\u5176\u4ed6<\/td>\n<\/tr>\n<tr>\n<td>AI\u5e73\u53f0<\/td>\n<td>\u5355\u9009\uff0c\u6761\u4ef6\u663e\u793a<\/td>\n<td>\u5982\u679c\u4f60\u4f7f\u7528\u8fc7 AI \u5de5\u5177\uff0c\u4e3b\u8981\u662f\u54ea\u4e00\u4e2a\uff1f<\/td>\n<td>DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Perplexity\u3001Gemini\u3001\u4e0d\u786e\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>AI\u95ee\u9898\u7c7b\u578b<\/td>\n<td>\u591a\u9009\uff0c\u6761\u4ef6\u663e\u793a<\/td>\n<td>\u4f60\u5f53\u65f6\u5927\u6982\u5728\u95ee\u54ea\u7c7b\u95ee\u9898\uff1f<\/td>\n<td>\u5de5\u5177\u63a8\u8350\u3001\u54c1\u724c\u5bf9\u6bd4\u3001\u4ef7\u683c\u9884\u7b97\u3001\u7ade\u54c1\u66ff\u4ee3\u3001\u884c\u4e1a\u65b9\u6848\u3001\u6848\u4f8b\u9a8c\u8bc1\u3001\u6280\u672f\u96c6\u6210<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u770b\u5230\u672c\u54c1\u724c<\/td>\n<td>\u5355\u9009\uff0c\u6761\u4ef6\u663e\u793a<\/td>\n<td>AI \u56de\u7b54\u91cc\u662f\u5426\u63d0\u5230\u4e86 MaxAEO\uff1f<\/td>\n<td>\u660e\u786e\u63a8\u8350\u3001\u53ea\u662f\u63d0\u5230\u3001\u6ca1\u6709\u63d0\u5230\u3001\u4e0d\u786e\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u770b\u5230\u7ade\u54c1<\/td>\n<td>\u591a\u9009\uff0c\u6761\u4ef6\u663e\u793a<\/td>\n<td>AI \u56de\u7b54\u91cc\u662f\u5426\u540c\u65f6\u63d0\u5230\u5176\u4ed6\u5de5\u5177\uff1f<\/td>\n<td>\u7ade\u54c1 A\u3001\u7ade\u54c1 B\u3001\u7ade\u54c1 C\u3001\u8bb0\u4e0d\u6e05\u3001\u6ca1\u6709<\/td>\n<\/tr>\n<tr>\n<td>\u9690\u85cf\u8bbf\u95ee\u6765\u6e90<\/td>\n<td>\u9690\u85cf\u5b57\u6bb5<\/td>\n<td>\u81ea\u52a8\u91c7\u96c6<\/td>\n<td><code>session_channel<\/code>\u3001<code>source_medium<\/code>\u3001<code>landing_page<\/code>\u3001<code>utm_source<\/code>\u3001<code>referrer_domain<\/code><\/td>\n<\/tr>\n<tr>\n<td>AI\u52a9\u624b\u8bc6\u522b<\/td>\n<td>\u9690\u85cf\u5b57\u6bb5<\/td>\n<td>\u81ea\u52a8\u91c7\u96c6<\/td>\n<td>\u6765\u6e90\u5339\u914d AI Assistant\u3001AI referrer \u6216\u81ea\u5b9a\u4e49 UTM \u65f6\u6807\u8bb0\u4e3a <code>true<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0d\u8981\u5728\u7b2c\u4e00\u7248\u8868\u5355\u91cc\u95ee\u201c\u8bf7\u7c98\u8d34\u5b8c\u6574 Prompt\u201d\u3002\u8fd9\u4f1a\u964d\u4f4e\u8f6c\u5316\u7387\uff0c\u4e5f\u53ef\u80fd\u5e26\u6765\u9690\u79c1\u98ce\u9669\u3002\u66f4\u597d\u7684\u505a\u6cd5\u662f\u8bb0\u5f55\u201c\u95ee\u9898\u7c7b\u578b\u201d\u548c\u201c\u662f\u5426\u770b\u5230\u54c1\u724c\/\u7ade\u54c1\u201d\uff0c\u5fc5\u8981\u65f6\u7531\u9500\u552e\u5728\u540e\u7eed\u6c9f\u901a\u4e2d\u8865\u5145\u3002<\/p>\n<p>\u5982\u679c\u56e2\u961f\u6b63\u5728\u8bc4\u4f30 <a href=\"https:\/\/maxaeo.ai\/blog\/ai-visibility-tools\">AI\u53ef\u89c1\u5ea6\u76d1\u6d4b\u5de5\u5177<\/a>\uff0c\u8868\u5355\u5b57\u6bb5\u5e94\u5c3d\u91cf\u4e0e\u76d1\u6d4b\u7ef4\u5ea6\u4e00\u81f4\uff1a\u5e73\u53f0\u3001Prompt \u610f\u56fe\u3001\u54c1\u724c\u662f\u5426\u88ab\u63a8\u8350\u3001\u7ade\u54c1\u662f\u5426\u540c\u5c4f\u51fa\u73b0\u3001\u5f15\u7528\u6765\u6e90\u662f\u5426\u53ef\u8ffd\u6eaf\u3002<\/p>\n<h2>\u5ba2\u670d\u548c\u9500\u552e\u8be5\u600e\u4e48\u95ee\uff1f<\/h2>\n<p>\u5ba2\u670d\u548c\u9500\u552e\u4e0d\u8981\u95ee\u201c\u4f60\u662f\u4e0d\u662f AI \u6d41\u91cf\u201d\uff0c\u800c\u8981\u81ea\u7136\u786e\u8ba4\u201c\u4f60\u6700\u65e9\u5728\u54ea\u91cc\u770b\u5230\u6211\u4eec\uff0c\u4ee5\u53ca\u4eca\u5929\u60f3\u9a8c\u8bc1\u4ec0\u4e48\u201d\u3002\u8fd9\u80fd\u51cf\u5c11\u8bf1\u5bfc\uff0c\u4e5f\u80fd\u7559\u4e0b\u66f4\u6709\u7528\u7684\u8d2d\u4e70\u4fe1\u53f7\u3002<\/p>\n<p>\u53ef\u76f4\u63a5\u4f7f\u7528\u8fd9 5 \u53e5\uff1a<\/p>\n<ol>\n<li>\u201c\u65b9\u4fbf\u95ee\u4e00\u4e0b\uff0c\u4f60\u6700\u65e9\u662f\u901a\u8fc7\u641c\u7d22\u3001\u670b\u53cb\u63a8\u8350\uff0c\u8fd8\u662f AI \u5de5\u5177\u770b\u5230\u6211\u4eec\u7684\uff1f\u201d<\/li>\n<li>\u201c\u5982\u679c\u662f AI \u5de5\u5177\uff0c\u5b83\u5f53\u65f6\u66f4\u50cf\u662f\u5728\u63a8\u8350\u54c1\u724c\u3001\u505a\u5bf9\u6bd4\uff0c\u8fd8\u662f\u56de\u7b54\u67d0\u4e2a\u5177\u4f53\u95ee\u9898\uff1f\u201d<\/li>\n<li>\u201cAI \u7b54\u6848\u91cc\u6709\u6ca1\u6709\u540c\u65f6\u63d0\u5230\u5176\u4ed6\u5de5\u5177\u6216\u7ade\u54c1\uff1f\u201d<\/li>\n<li>\u201c\u5b83\u6709\u6ca1\u6709\u5f15\u7528\u5b98\u7f51\u3001\u8bc4\u6d4b\u6587\u7ae0\u3001\u5a92\u4f53\u62a5\u9053\u6216\u67d0\u4e2a\u4ea7\u54c1\u9875\uff1f\u201d<\/li>\n<li>\u201c\u4f60\u4eca\u5929\u6765\u54a8\u8be2\uff0c\u4e3b\u8981\u662f\u60f3\u9a8c\u8bc1 AI \u7b54\u6848\u91cc\u7684\u54ea\u4e00\u70b9\uff1f\u201d<\/li>\n<\/ol>\n<p>\u4e00\u6761\u6709\u4ef7\u503c\u7684\u5ba2\u670d\u8bb0\u5f55\u4e0d\u5e94\u53ea\u5199\u201cAI \u63a8\u8350\u6765\u7684\u201d\u3002\u66f4\u597d\u7684\u8bb0\u5f55\u662f\uff1a<\/p>\n<blockquote>\n<p>\u5ba2\u6237\u79f0\u5728\u8c46\u5305\u91cc\u641c\u7d22\u201c\u9002\u5408\u6d88\u8d39\u54c1\u724c\u7684 AI \u54c1\u724c\u76d1\u6d4b\u5de5\u5177\u201d\uff0c\u770b\u5230 MaxAEO \u4e0e\u4e24\u5bb6\u7ade\u54c1\u540c\u5c4f\u51fa\u73b0\uff1b\u5ba2\u6237\u5173\u6ce8\u662f\u5426\u8986\u76d6 DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\uff0c\u5e76\u5e0c\u671b\u9a8c\u8bc1\u662f\u5426\u80fd\u6309\u5f15\u7528\u6765\u6e90\u8ffd\u8e2a\u54c1\u724c\u63d0\u53ca\u3002<\/p>\n<\/blockquote>\n<p>\u8fd9\u6bb5\u8bb0\u5f55\u53ef\u4ee5\u76f4\u63a5\u8f6c\u6210 CRM \u5b57\u6bb5\uff1a\u5e73\u53f0\u3001Prompt \u610f\u56fe\u3001\u7ade\u54c1\u3001\u6838\u5fc3\u9700\u6c42\u3001\u9500\u552e\u9636\u6bb5\u548c\u53ef\u4fe1\u5ea6\u8bc4\u5206\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\/1783617643177-14-43191-2.jpg\" alt=\"DeepSeek\u54c1\u724c\u63a8\u8350\u7b54\u6848\u4e2d\u7684AI\u5f15\u7528\u6765\u6e90\u3001\u7ade\u54c1\u63d0\u53ca\u548c\u5ba2\u6237\u54a8\u8be2\u95ee\u9898\u793a\u4f8b\"><\/figure>\n<h2>CRM \u5e94\u8be5\u843d\u54ea\u4e9b\u5b57\u6bb5\uff1f<\/h2>\n<p>CRM \u5b57\u6bb5\u8981\u80fd\u652f\u6301\u7b5b\u9009\u3001\u8bc4\u5206\u3001\u5206\u914d\u548c\u590d\u76d8\u3002\u5efa\u8bae\u628a AI \u76f8\u5173\u5b57\u6bb5\u653e\u5728 Lead\u3001Contact\u3001Opportunity \u4e09\u5c42\uff0c\u800c\u4e0d\u662f\u5168\u90e8\u585e\u8fdb\u5907\u6ce8\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>CRM\u5b57\u6bb5\u540d<\/th>\n<th>\u7c7b\u578b<\/th>\n<th>\u5efa\u8bae\u503c<\/th>\n<th>\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>lead_source_primary<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>AI Assistant\u3001Organic Search\u3001Paid\u3001Referral\u3001Direct \u7b49<\/td>\n<td>\u4fdd\u7559\u539f\u6709\u4e3b\u6765\u6e90\u53e3\u5f84<\/td>\n<\/tr>\n<tr>\n<td><code>ai_influenced<\/code><\/td>\n<td>\u5e03\u5c14<\/td>\n<td>\u662f\/\u5426<\/td>\n<td>\u5224\u65ad\u662f\u5426\u8fdb\u5165 AI \u5f71\u54cd\u5f52\u56e0\u6c60<\/td>\n<\/tr>\n<tr>\n<td><code>ai_platform<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Perplexity\u3001Gemini\u3001\u4e0d\u786e\u5b9a<\/td>\n<td>\u5206\u6790\u5e73\u53f0\u8d21\u732e<\/td>\n<\/tr>\n<tr>\n<td><code>ai_prompt_intent<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>\u54c1\u724c\u63a8\u8350\u3001\u7ade\u54c1\u5bf9\u6bd4\u3001\u4ef7\u683c\u9884\u7b97\u3001\u65b9\u6848\u9009\u578b\u3001\u6848\u4f8b\u9a8c\u8bc1\u3001\u98ce\u9669\u8206\u60c5<\/td>\n<td>\u6620\u5c04\u8d2d\u4e70\u610f\u56fe<\/td>\n<\/tr>\n<tr>\n<td><code>ai_mention_type<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>\u660e\u786e\u63a8\u8350\u3001\u5217\u8868\u63d0\u53ca\u3001\u5f15\u7528\u6765\u6e90\u3001\u8d1f\u9762\u63d0\u53ca\u3001\u672a\u63d0\u53ca<\/td>\n<td>\u8861\u91cf AI \u63d0\u53ca\u8d28\u91cf<\/td>\n<\/tr>\n<tr>\n<td><code>ai_answer_sentiment<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>\u6b63\u5411\u3001\u4e2d\u6027\u3001\u8d1f\u5411\u3001\u6df7\u5408\u3001\u4e0d\u786e\u5b9a<\/td>\n<td>\u652f\u6301 AI \u8206\u60c5\u590d\u76d8<\/td>\n<\/tr>\n<tr>\n<td><code>ai_competitors_mentioned<\/code><\/td>\n<td>\u591a\u9009<\/td>\n<td>\u7ade\u54c1\u540d\u79f0<\/td>\n<td>\u652f\u6301 AI \u641c\u7d22\u7ade\u54c1\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td><code>ai_citation_source_url<\/code><\/td>\n<td>URL\/\u6587\u672c<\/td>\n<td>\u5b98\u7f51\u9875\u3001\u535a\u5ba2\u3001\u5a92\u4f53\u9875\u3001\u8bc4\u6d4b\u9875<\/td>\n<td>\u8ffd\u8e2a AI \u5f15\u7528\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td><code>ai_evidence_summary<\/code><\/td>\n<td>\u957f\u6587\u672c<\/td>\n<td>\u5ba2\u6237\u8f6c\u8ff0\u6458\u8981\uff0c\u4e0d\u5b58\u5b8c\u6574\u9690\u79c1\u5bf9\u8bdd<\/td>\n<td>\u7ed9\u9500\u552e\u548c\u7ba1\u7406\u5c42\u590d\u76d8<\/td>\n<\/tr>\n<tr>\n<td><code>ai_confidence_score<\/code><\/td>\n<td>\u6570\u5b57<\/td>\n<td>0\u2013100<\/td>\n<td>\u8861\u91cf\u5f52\u56e0\u53ef\u4fe1\u5ea6<\/td>\n<\/tr>\n<tr>\n<td><code>ai_influence_stage<\/code><\/td>\n<td>\u5355\u9009<\/td>\n<td>\u8ba4\u77e5\u3001\u8bc4\u4f30\u3001\u51b3\u7b56\u3001\u590d\u8d2d<\/td>\n<td>\u6620\u5c04\u9500\u552e\u9636\u6bb5<\/td>\n<\/tr>\n<tr>\n<td><code>ai_influenced_revenue<\/code><\/td>\n<td>\u91d1\u989d<\/td>\n<td>\u6210\u4ea4\u540e\u56de\u586b<\/td>\n<td>\u590d\u76d8 AI \u5f71\u54cd\u6536\u5165<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5173\u952e\u539f\u5219\u662f\uff1a<strong>\u4e0d\u8981\u7528 AI \u5b57\u6bb5\u8986\u76d6\u539f\u6709\u6e20\u9053\u5b57\u6bb5<\/strong>\u3002\u4f8b\u5982\u4e00\u6761\u7ebf\u7d22\u53ef\u4ee5\u540c\u65f6\u662f <code>lead_source_primary=Organic Search<\/code>\u3001<code>ai_influenced=true<\/code>\u3001<code>ai_platform=Kimi<\/code>\u3002\u8fd9\u6837\u65e2\u4fdd\u7559\u5386\u53f2\u6e20\u9053\u62a5\u8868\uff0c\u53c8\u80fd\u770b\u89c1 AI \u5bf9\u9500\u552e\u673a\u4f1a\u7684\u5f71\u54cd\u3002<\/p>\n<h2>\u539f\u521b\u6846\u67b6\uff1a\u7528 AICS \u7ed9 AI \u5f71\u54cd\u6253\u5206<\/h2>\n<p>AICS\uff0c\u5373 AI Influence Confidence Score\uff0c\u662f MaxAEO \u5efa\u8bae\u7528\u4e8e AI \u63a8\u8350\u5ba2\u6237\u8bc6\u522b\u7684\u53ef\u4fe1\u5ea6\u8bc4\u5206\u3002\u5b83\u4e0d\u5224\u65ad\u201c\u552f\u4e00\u6765\u6e90\u201d\uff0c\u53ea\u5224\u65ad\u201cAI \u5f71\u54cd\u8fd9\u6761\u7ebf\u7d22\u7684\u8bc1\u636e\u6709\u591a\u5f3a\u201d\u3002<\/p>\n<p>\u8ba1\u7b97\u65b9\u5f0f\uff1a<\/p>\n<p><code>ai_confidence_score = min(100, \u5165\u53e3\u8bc1\u636e + \u8868\u5355\u81ea\u62a5 + \u5bf9\u8bdd\u8bc1\u636e + \u5185\u5bb9\u8bc1\u636e - \u98ce\u9669\u6263\u5206)<\/code><\/p>\n<table>\n<thead>\n<tr>\n<th>\u8bc1\u636e\u5c42<\/th>\n<th align=\"right\">\u6743\u91cd<\/th>\n<th>\u6ee1\u5206\u6761\u4ef6<\/th>\n<th>\u793a\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5165\u53e3\u8bc1\u636e<\/td>\n<td align=\"right\">30<\/td>\n<td>referrer\u3001GA4 AI Assistants\u3001UTM \u6216 AI \u4e13\u5c5e\u843d\u5730\u9875\u53ef\u8bc6\u522b<\/td>\n<td><code>source_medium=chatgpt.com \/ referral<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u8868\u5355\u81ea\u62a5<\/td>\n<td align=\"right\">25<\/td>\n<td>\u5ba2\u6237\u9009\u62e9 AI \u5de5\u5177\uff0c\u5e76\u586b\u5199\u5e73\u53f0\u6216\u95ee\u9898\u7c7b\u578b<\/td>\n<td>\u201cDeepSeek + \u54c1\u724c\u63a8\u8350\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5bf9\u8bdd\u8bc1\u636e<\/td>\n<td align=\"right\">25<\/td>\n<td>\u5ba2\u670d\u8bb0\u5f55\u5ba2\u6237\u8f6c\u8ff0\u7684 AI \u63a8\u8350\u3001\u7ade\u54c1\u6216\u7591\u95ee<\/td>\n<td>\u201cKimi \u540c\u65f6\u63a8\u8350\u4e86 A\u3001B\u3001MaxAEO\u201d<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5bb9\u8bc1\u636e<\/td>\n<td align=\"right\">20<\/td>\n<td>\u53ef\u5b9a\u4f4d\u5230 AI \u5f15\u7528\u6765\u6e90\u6216\u88ab\u5f15\u7528\u9875\u9762<\/td>\n<td>\u4ea7\u54c1\u9875\u3001\u8bc4\u6d4b\u9875\u3001FAQ \u9875\u88ab\u63d0\u53ca<\/td>\n<\/tr>\n<tr>\n<td>\u98ce\u9669\u6263\u5206<\/td>\n<td align=\"right\">-5 \u81f3 -30<\/td>\n<td>\u8bc1\u636e\u542b\u7cca\u3001\u9500\u552e\u8bf1\u5bfc\u3001\u5ba2\u6237\u4e0d\u786e\u5b9a\u3001\u6765\u6e90\u51b2\u7a81<\/td>\n<td>\u53ea\u8bf4\u201c\u597d\u50cf\u5728 AI \u4e0a\u770b\u5230\u8fc7\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bc4\u5206\u89e3\u91ca\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"right\">\u5206\u6570<\/th>\n<th>\u5f52\u56e0\u5224\u65ad<\/th>\n<th>\u5904\u7406\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"right\">0\u201339<\/td>\n<td>\u8bc1\u636e\u5f31<\/td>\n<td>\u4e0d\u8ba1\u5165 AI \u5f71\u54cd\u6536\u5165\uff0c\u53ea\u4fdd\u7559\u89c2\u5bdf<\/td>\n<\/tr>\n<tr>\n<td align=\"right\">40\u201369<\/td>\n<td>\u4e2d\u7b49\u53ef\u4fe1<\/td>\n<td>\u8ba1\u5165 AI \u5f71\u54cd\u7ebf\u7d22\uff0c\u6210\u4ea4\u540e\u590d\u6838<\/td>\n<\/tr>\n<tr>\n<td align=\"right\">70\u2013100<\/td>\n<td>\u9ad8\u53ef\u4fe1<\/td>\n<td>\u8ba1\u5165 AI \u5f71\u54cd\u7ebf\u7d22\u548c AI \u5f71\u54cd\u6536\u5165<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u793a\u4f8b\uff1a\u5ba2\u6237\u8868\u5355\u9009\u62e9\u201cAI\u5de5\u5177\u63a8\u8350 + \u8c46\u5305 + \u7ade\u54c1\u5bf9\u6bd4\u201d\uff0c\u9500\u552e\u8bb0\u5f55\u201c\u8c46\u5305\u540c\u65f6\u63d0\u5230\u4e24\u5bb6\u7ade\u54c1\uff0c\u5ba2\u6237\u60f3\u786e\u8ba4 MaxAEO \u662f\u5426\u80fd\u76d1\u6d4b\u4e2d\u6587 AI \u5e73\u53f0\u201d\uff0cGA4 \u663e\u793a Direct\uff0c\u65e0\u53ef\u5b9a\u4f4d\u5f15\u7528\u9875\u3002\u53ef\u8bc4\u5206\u4e3a\uff1a\u5165\u53e3 0 + \u8868\u5355 25 + \u5bf9\u8bdd 25 + \u5185\u5bb9 0 &#8211; \u98ce\u9669 5 = 45\u3002\u5b83\u662f AI \u5f71\u54cd\u7ebf\u7d22\uff0c\u4f46\u8fd8\u4e0d\u5e94\u76f4\u63a5\u7b97\u4f5c\u9ad8\u53ef\u4fe1 AI \u5f71\u54cd\u6536\u5165\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u793a\u4f8b\uff1a\u5ba2\u6237\u4ece ChatGPT referrer \u8fdb\u5165\u4ea7\u54c1\u9875\uff0c\u8868\u5355\u9009\u62e9\u201cAI\u5de5\u5177\u63a8\u8350 + ChatGPT + \u5de5\u5177\u63a8\u8350\u201d\uff0c\u9500\u552e\u8bb0\u5f55 AI \u7b54\u6848\u5f15\u7528\u4e86\u5b98\u7f51\u4ea7\u54c1\u9875\u3002\u53ef\u8bc4\u5206\u4e3a\uff1a\u5165\u53e3 30 + \u8868\u5355 25 + \u5bf9\u8bdd 20 + \u5185\u5bb9 20 = 95\u3002\u5b83\u53ef\u4ee5\u8fdb\u5165\u9ad8\u53ef\u4fe1 AI \u5f71\u54cd\u6536\u5165\u6c60\u3002<\/p>\n<h2>\u7528\u54ea\u4e9b Prompt \u9a8c\u8bc1 AI \u63a8\u8350\u94fe\u8def\uff1f<\/h2>\n<p>Prompt \u9a8c\u8bc1\u7684\u76ee\u6807\u4e0d\u662f\u64cd\u63a7\u7b54\u6848\uff0c\u800c\u662f\u590d\u73b0\u5ba2\u6237\u53ef\u80fd\u63d0\u51fa\u7684\u95ee\u9898\uff0c\u68c0\u67e5\u54c1\u724c\u662f\u5426\u88ab\u63a8\u8350\u3001\u6392\u5e8f\u662f\u5426\u9760\u524d\u3001\u63a8\u8350\u7406\u7531\u662f\u5426\u51c6\u786e\u3001\u5f15\u7528\u6765\u6e90\u662f\u5426\u53ef\u4fe1\u3002<\/p>\n<p>\u5efa\u8bae\u6bcf\u6708\u6309\u201c\u5e73\u53f0 \u00d7 \u610f\u56fe \u00d7 \u5730\u533a\/\u8bed\u8a00\u201d\u62bd\u6837\u3002\u6bcf\u4e2a\u5e73\u53f0\u81f3\u5c11\u8dd1 10 \u4e2a\u5546\u4e1a\u610f\u56fe Prompt\uff0c\u6bcf\u4e2a Prompt \u91cd\u590d 3 \u6b21\uff0c\u8bb0\u5f55\u63a8\u8350\u5217\u8868\u3001\u54c1\u724c\u6392\u540d\u3001\u7ade\u54c1\u3001\u60c5\u611f\u3001\u5f15\u7528\u6765\u6e90\u548c\u7b54\u6848\u7a33\u5b9a\u6027\u3002<\/p>\n<p>\u53ef\u7528\u8fd9\u4e9b Prompt \u505a\u8d77\u70b9\uff1a<\/p>\n<ol>\n<li>\u201c\u6211\u662f\u6d88\u8d39\u54c1\u724c\u5e02\u573a\u8d1f\u8d23\u4eba\uff0c\u60f3\u76d1\u6d4b\u54c1\u724c\u5728 AI \u641c\u7d22\u91cc\u7684\u63d0\u53ca\u548c\u60c5\u611f\uff0c\u6709\u54ea\u4e9b\u5de5\u5177\u9002\u5408\uff1f\u201d<\/li>\n<li>\u201c\u8bf7\u6bd4\u8f83\u51e0\u6b3e AI \u54c1\u724c\u76d1\u6d4b\u5de5\u5177\uff0c\u91cd\u70b9\u770b DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u8986\u76d6\u60c5\u51b5\u3002\u201d<\/li>\n<li>\u201c\u505a GEO \u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\u65f6\uff0c\u5982\u4f55\u5224\u65ad\u54c1\u724c\u6709\u6ca1\u6709\u88ab AI \u63a8\u8350\uff1f\u201d<\/li>\n<li>\u201cMaxAEO \u9002\u5408\u54ea\u4e9b\u56e2\u961f\uff1f\u548c\u4f20\u7edf SEO \u5de5\u5177\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f\u201d<\/li>\n<li>\u201c\u5982\u679c\u6211\u8981\u505a AI \u641c\u7d22\u7ade\u54c1\u5206\u6790\uff0c\u5e94\u8be5\u770b\u54ea\u4e9b\u6307\u6807\u548c\u5f15\u7528\u6765\u6e90\uff1f\u201d<\/li>\n<\/ol>\n<p>\u8bb0\u5f55\u7ed3\u679c\u65f6\uff0c\u4e0d\u8981\u53ea\u770b\u6709\u6ca1\u6709\u51fa\u73b0\u54c1\u724c\u540d\u3002\u66f4\u91cd\u8981\u7684\u662f\u56db\u4e2a\u6307\u6807\uff1a<strong>\u662f\u5426\u8fdb\u5165\u63a8\u8350\u5217\u8868\u3001\u6392\u540d\u4f4d\u7f6e\u3001\u63a8\u8350\u7406\u7531\u662f\u5426\u51c6\u786e\u3001\u5f15\u7528\u6765\u6e90\u662f\u5426\u6307\u5411\u53ef\u63a7\u5185\u5bb9<\/strong>\u3002<\/p>\n<p>Google \u5728 <a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide\">\u751f\u6210\u5f0f AI \u641c\u7d22\u4f18\u5316\u6307\u5357<\/a> \u4e2d\u8bf4\u660e\uff0cAI Overviews \u548c AI Mode \u4f9d\u8d56 RAG \u4e0e query fan-out \u4ece\u641c\u7d22\u7d22\u5f15\u4e2d\u68c0\u7d22\u76f8\u5173\u9875\u9762\u3002\u5bf9\u54c1\u724c\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u5b98\u7f51\u4ea7\u54c1\u9875\u3001\u5bf9\u6bd4\u9875\u3001\u6848\u4f8b\u9875\u3001FAQ \u548c\u77e5\u8bc6\u5e93\u90fd\u9700\u8981\u63d0\u4f9b\u53ef\u62bd\u53d6\u7684\u8bc1\u636e\u3002\u53ef\u53c2\u8003 MaxAEO \u7684 <a href=\"https:\/\/maxaeo.ai\/blog\/product-page-aeo\">\u4ea7\u54c1\u9875 AEO \u8bc1\u636e\u7ed3\u6784<\/a> \u548c <a href=\"https:\/\/maxaeo.ai\/blog\/aeo-content-structure\">AEO \u5185\u5bb9\u7ed3\u6784\u65b9\u6cd5<\/a>\u3002<\/p>\n<h2>\u624b\u5de5\u8bc6\u522b\u548c\u5e73\u53f0\u5316\u76d1\u6d4b\u600e\u4e48\u5206\u5de5\uff1f<\/h2>\n<p>\u65e9\u671f\u53ef\u4ee5\u5148\u7528\u8868\u5355\u3001\u5ba2\u670d\u548c CRM \u5b8c\u6210 AI\u63a8\u8350\u5ba2\u6237\u8bc6\u522b\uff1b\u5f53\u7ebf\u7d22\u91cf\u3001\u5e73\u53f0\u6570\u91cf\u548c\u7ade\u54c1\u6570\u91cf\u4e0a\u6765\u540e\uff0c\u518d\u63a5\u5165 AI \u53ef\u89c1\u5ea6\u5e73\u53f0\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9636\u6bb5<\/th>\n<th>\u624b\u5de5\u662f\u5426\u591f\u7528<\/th>\n<th>\u5e94\u8be5\u505a\u4ec0\u4e48<\/th>\n<th>\u5e73\u53f0\u4ef7\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6bcf\u6708\u5c11\u4e8e 30 \u6761\u7ebf\u7d22<\/td>\n<td>\u57fa\u672c\u591f\u7528<\/td>\n<td>\u52a0\u5b57\u6bb5\u3001\u8bad\u8bdd\u672f\u3001\u624b\u5de5\u590d\u76d8\u9ad8\u610f\u5411\u7ebf\u7d22<\/td>\n<td>\u6682\u65f6\u4e0d\u662f\u521a\u9700<\/td>\n<\/tr>\n<tr>\n<td>\u6bcf\u6708 30\u2013200 \u6761\u7ebf\u7d22<\/td>\n<td>\u90e8\u5206\u591f\u7528<\/td>\n<td>\u5efa\u7acb AICS \u8bc4\u5206\u3001\u62bd\u6837\u6d4b\u8bd5 Prompt<\/td>\n<td>\u51cf\u5c11\u4eba\u5de5\u8bef\u5dee<\/td>\n<\/tr>\n<tr>\n<td>\u591a\u54c1\u724c\/\u591a\u5e02\u573a\/\u591a\u7ade\u54c1<\/td>\n<td>\u4e0d\u591f\u7528<\/td>\n<td>\u6309\u5e73\u53f0\u3001\u8bed\u8a00\u3001\u5730\u533a\u76d1\u6d4b AI \u63a8\u8350\u53d8\u5316<\/td>\n<td>\u8ffd\u8e2a\u63d0\u53ca\u7387\u3001\u6392\u540d\u3001\u60c5\u611f\u548c\u5f15\u7528\u6765\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u7ba1\u7406\u5c42\u8981\u6c42 ROI<\/td>\n<td>\u4e0d\u591f\u7528<\/td>\n<td>\u6253\u901a CRM\u3001\u6210\u4ea4\u91d1\u989d\u548c AI \u53ef\u89c1\u5ea6\u6570\u636e<\/td>\n<td>\u590d\u76d8 AI \u5f71\u54cd\u6536\u5165\u548c\u5185\u5bb9\u7f3a\u53e3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5e73\u53f0\u4e0d\u662f\u66ff\u4ee3 CRM\uff0c\u800c\u662f\u63d0\u4f9b\u66f4\u7a33\u5b9a\u7684\u5916\u90e8\u89c2\u6d4b\uff1a\u54ea\u4e9b Prompt \u4f1a\u89e6\u53d1\u54c1\u724c\u63a8\u8350\uff0c\u7ade\u54c1\u662f\u5426\u538b\u8fc7\u4f60\uff0cAI \u5f15\u7528\u4e86\u54ea\u4e9b\u9875\u9762\uff0c\u54ea\u4e9b\u5185\u5bb9\u7f3a\u53e3\u5f71\u54cd\u63a8\u8350\u7406\u7531\u3002\u505a\u5185\u5bb9\u8865\u5f3a\u65f6\uff0c\u53ef\u4ee5\u7528 <a href=\"https:\/\/maxaeo.ai\/blog\/ai-search-content-gap-analysis\">AI Search Content Gap Analysis<\/a> \u628a\u201cAI \u6ca1\u6709\u5f15\u7528\u6211\u4eec\u201d\u7684\u95ee\u9898\u62c6\u6210\u9875\u9762\u3001\u8bc1\u636e\u548c\u7ed3\u6784\u7f3a\u53e3\u3002<\/p>\n<h2>\u6570\u636e\u548c\u9690\u79c1\u8981\u600e\u4e48\u63a7\u5236\uff1f<\/h2>\n<p>AI \u6765\u6e90\u5b57\u6bb5\u5e94\u9075\u5faa\u6700\u5c0f\u5fc5\u8981\u539f\u5219\uff1a<strong>\u8bb0\u5f55\u5f52\u56e0\u6240\u9700\u7684\u7ed3\u6784\u5316\u6458\u8981\uff0c\u4e0d\u4fdd\u5b58\u5ba2\u6237\u5b8c\u6574 Prompt\u3001\u4e2a\u4eba\u9690\u79c1\u3001\u5546\u4e1a\u673a\u5bc6\u6216\u672a\u7ecf\u6388\u6743\u7684\u804a\u5929\u622a\u56fe<\/strong>\u3002<\/p>\n<p>\u5efa\u8bae\u8bbe\u7f6e\u4e09\u6761\u89c4\u5219\uff1a<\/p>\n<ol>\n<li>\u8868\u5355\u53ea\u91c7\u96c6\u5ba2\u6237\u613f\u610f\u4e3b\u52a8\u63d0\u4f9b\u7684\u4fe1\u606f\uff0cAI \u5e73\u53f0\u548c\u95ee\u9898\u7c7b\u578b\u8bbe\u4e3a\u6761\u4ef6\u663e\u793a\u3002<\/li>\n<li>\u5ba2\u670d\u53ea\u8bb0\u5f55\u201c\u5ba2\u6237\u8f6c\u8ff0\u6458\u8981\u201d\uff0c\u4e0d\u8981\u590d\u5236\u5b8c\u6574\u804a\u5929\u8bb0\u5f55\u3002<\/li>\n<li>CRM \u7684 <code>ai_evidence_summary<\/code> \u907f\u514d\u624b\u673a\u53f7\u3001\u8eab\u4efd\u8bc1\u53f7\u3001\u5408\u540c\u4ef7\u683c\u3001\u5185\u90e8\u9879\u76ee\u4ee3\u53f7\u7b49\u654f\u611f\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<p>\u5982\u679c\u56e2\u961f\u91c7\u8d2d AI \u53ef\u89c1\u5ea6\u6216 AEO \u5e73\u53f0\uff0c\u8fd8\u8981\u786e\u8ba4\u6570\u636e\u7559\u5b58\u3001Prompt \u5b58\u50a8\u3001\u6210\u5458\u6743\u9650\u3001\u5bfc\u51fa\u8303\u56f4\u548c\u5220\u9664\u673a\u5236\u3002\u91c7\u8d2d\u524d\u53ef\u5bf9\u7167 <a href=\"https:\/\/maxaeo.ai\/blog\/ai-visibility-tool-data-privacy\">AI Visibility Tool Data Privacy<\/a> \u68c0\u67e5\u4f9b\u5e94\u5546\u662f\u5426\u8bf4\u660e\u6570\u636e\u4fdd\u7559\u671f\u9650\u3001\u5e73\u53f0\u8986\u76d6\u548c\u8bbf\u95ee\u63a7\u5236\u3002<\/p>\n<h2>\u4e0a\u7ebf\u524d\u68c0\u67e5\u6e05\u5355<\/h2>\n<p>\u4e0a\u7ebf\u524d\u5148\u505a\u5b57\u6bb5\u9a8c\u6536\uff0c\u4e0d\u8981\u7b49\u5b63\u5ea6\u590d\u76d8\u65f6\u624d\u53d1\u73b0\u6570\u636e\u4e0d\u53ef\u7528\u3002\u4e00\u4e2a\u5408\u683c\u7684 AI \u63a8\u8350\u5f52\u56e0\u7cfb\u7edf\uff0c\u5e94\u80fd\u56de\u7b54\u4e0b\u9762 10 \u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u8868\u5355\u662f\u5426\u80fd\u533a\u5206\u201cAI\u5de5\u5177\u63a8\u8350\u201d\u548c\u201c\u4f20\u7edf\u641c\u7d22\u201d\uff1f<\/li>\n<li>\u662f\u5426\u8986\u76d6 DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u6838\u5fc3\u4e2d\u6587\u5e73\u53f0\uff1f<\/li>\n<li>GA4\u3001\u8868\u5355\u3001\u5ba2\u670d\u548c CRM \u7684\u5b57\u6bb5\u547d\u540d\u662f\u5426\u4e00\u81f4\uff1f<\/li>\n<li>\u9500\u552e\u662f\u5426\u77e5\u9053\u600e\u6837\u95ee\uff0c\u4e0d\u4f1a\u8bf1\u5bfc\u5ba2\u6237\u56de\u7b54\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u8bb0\u5f55 Prompt \u610f\u56fe\uff0c\u800c\u4e0d\u662f\u53ea\u8bb0\u5f55\u5e73\u53f0\u540d\u79f0\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u8bb0\u5f55 AI \u7b54\u6848\u4e2d\u7684\u7ade\u54c1\u548c\u60c5\u611f\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u8ffd\u8e2a AI \u5f15\u7528\u6765\u6e90\uff0c\u5224\u65ad\u5b98\u7f51\u54ea\u7c7b\u5185\u5bb9\u88ab\u4f7f\u7528\uff1f<\/li>\n<li>\u662f\u5426\u6709 <code>ai_confidence_score<\/code>\uff0c\u907f\u514d\u6240\u6709\u81ea\u62a5\u7ebf\u7d22\u90fd\u88ab\u9ad8\u4f30\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u6309\u9500\u552e\u9636\u6bb5\u770b AI \u5f71\u54cd\uff1a\u8ba4\u77e5\u3001\u8bc4\u4f30\u3001\u51b3\u7b56\u8fd8\u662f\u590d\u8d2d\uff1f<\/li>\n<li>\u662f\u5426\u80fd\u5728\u6210\u4ea4\u540e\u590d\u76d8 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