{"id":2652,"date":"2026-10-01T11:16:03","date_gmt":"2026-10-01T03:16:03","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/no-referrer-ai-search-attribution\/"},"modified":"2026-10-01T11:16:03","modified_gmt":"2026-10-01T03:16:03","slug":"no-referrer-ai-search-attribution","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/no-referrer-ai-search-attribution\/","title":{"rendered":"\u65e0Referrer\u7684AI\u641c\u7d22\u6d41\u91cf\u5982\u4f55\u5f52\u56e0\uff1a\u4ece\u66dd\u5149\u5230\u8f6c\u5316\u7684\u6d4b\u91cf\u6a21\u578b"},"content":{"rendered":"<p><em>\u4f5c\u8005\uff1amaxaeo.cn\uff5c\u53d1\u5e03\u65e5\u671f\uff1a2026-10-01\uff5c\u66f4\u65b0\u65e5\u671f\uff1a2026-10-01<\/em><\/p>\n<p>\u65e0Referrer\u7684AI\u641c\u7d22\u6d41\u91cf\u5982\u4f55\u5f52\u56e0\uff1f\u6838\u5fc3\u4e0d\u662f\u628a\u6240\u6709 Direct \u6d41\u91cf\u90fd\u7b97\u6210 AI \u6d41\u91cf\uff0c\u800c\u662f\u628a<strong>\u53ef\u89c2\u6d4b\u70b9\u51fb\u3001\u65e0\u6765\u6e90\u8bbf\u95ee\u3001AI\u66dd\u5149\u548c\u540e\u7eed\u8f6c\u5316<\/strong>\u62c6\u6210\u4e0d\u540c\u8bc1\u636e\u5c42\uff0c\u518d\u7528\u65f6\u95f4\u5e8f\u5217\u548c\u8f6c\u5316\u6ce2\u52a8\u5efa\u7acb\u53ef\u590d\u6838\u7684\u5173\u8054\u3002<\/p>\n<figure class=\"wp-block-image size-large\" style=\"margin:1.5em 0;\"><img decoding=\"async\" src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/10\/backend-4617-1.jpg\" alt=\"\u65e0Referrer\u7684AI\u641c\u7d22\u6d41\u91cf\u5982\u4f55\u5f52\u56e0\u793a\u610f\u56fe\" style=\"max-width:100%;height:auto;\"><\/figure>\n<h2>\u4e3a\u4ec0\u4e48AI\u641c\u7d22\u6d41\u91cf\u4f1a\u4e22\u5931Referrer\uff1f<\/h2>\n<p>\u65e0Referrer\u6d41\u91cf\u901a\u5e38\u6307\u8bbf\u95ee\u8bf7\u6c42\u6ca1\u6709\u643a\u5e26\u53ef\u8bc6\u522b\u7684\u6765\u6e90\u9875\u9762\u3002GA4\u4f1a\u5c06\u8fd9\u7c7b\u8bbf\u95ee\u5f52\u5165<code>(direct)\/(none)<\/code>\uff0c\u4f46\u5b83\u4e0d\u7b49\u4e8e\u7528\u6237\u624b\u52a8\u8f93\u5165\u7f51\u5740\uff0c\u4e5f\u53ef\u80fd\u6765\u81ea\u5e94\u7528\u5185\u6d4f\u89c8\u5668\u3001\u590d\u5236\u94fe\u63a5\u3001\u9690\u79c1\u7b56\u7565\u3001\u8df3\u8f6c\u94fe\u8def\u6216\u7f3a\u5c11UTM\u53c2\u6570\u7684\u9875\u9762\u3002Google\u5bf9 Direct \u6d41\u91cf\u7684\u5b9a\u4e49\u4e5f\u662f\u201c\u6ca1\u6709\u660e\u786e\u5f15\u8350\u6765\u6e90\u201d\uff0c\u800c\u4e0d\u662f\u201c\u786e\u5b9a\u6765\u81ea\u76f4\u63a5\u8bbf\u95ee\u201d\u3002(<a href=\"https:\/\/support.google.com\/analytics\/answer\/15258820?hl=en\">support.google.com<\/a>)<\/p>\n<p>AI\u641c\u7d22\u573a\u666f\u8fdb\u4e00\u6b65\u653e\u5927\u4e86\u8fd9\u4e2a\u95ee\u9898\uff1a<\/p>\n<ul>\n<li>\u7528\u6237\u5728\u8c46\u5305\u3001DeepSeek\u3001Kimi\u3001ChatGPT\u7b49\u5e73\u53f0\u770b\u5230\u54c1\u724c\u540e\uff0c\u53ef\u80fd\u590d\u5236\u54c1\u724c\u540d\uff0c\u7a0d\u540e\u518d\u8bbf\u95ee\u5b98\u7f51\uff1b<\/li>\n<li>\u79fb\u52a8\u7aef\u5e94\u7528\u6216\u684c\u9762\u5ba2\u6237\u7aef\u53ef\u80fd\u4e0d\u4f20\u9012\u5b8c\u6574\u7684<code>Referer<\/code>\uff1b<\/li>\n<li>AI\u56de\u7b54\u4e2d\u7684\u94fe\u63a5\u7ecf\u8fc7\u4e2d\u95f4\u8df3\u8f6c\u540e\uff0c\u6765\u6e90\u53c2\u6570\u53ef\u80fd\u88ab\u6e05\u9664\uff1b<\/li>\n<li>\u7528\u6237\u5148\u88abAI\u5f71\u54cd\uff0c\u968f\u540e\u901a\u8fc7\u54c1\u724c\u641c\u7d22\u3001\u4e66\u7b7e\u6216\u9500\u552e\u4eba\u5458\u94fe\u63a5\u5b8c\u6210\u8f6c\u5316\u3002<\/li>\n<\/ul>\n<p>\u56e0\u6b64\uff0cGA4\u91cc\u80fd\u8bc6\u522b\u51fa\u7684AI Referral\u53ea\u80fd\u4ee3\u8868<strong>\u53ef\u89c1\u4e0b\u9650<\/strong>\uff0c\u4e0d\u80fd\u4ee3\u8868AI\u5f71\u54cd\u7684\u5168\u90e8\u89c4\u6a21\u3002<\/p>\n<h2>\u53ef\u89c1\u70b9\u51fb\u4e0eAI\u5f71\u54cd\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/h2>\n<p>\u53ef\u89c1\u70b9\u51fb\u662f\u6307\u7f51\u7ad9\u80fd\u591f\u76f4\u63a5\u8bc6\u522b\u6765\u6e90\u7684\u8bbf\u95ee\uff0c\u4f8b\u5982\u6765\u6e90\u4e2d\u51fa\u73b0<code>chatgpt.com<\/code>\u3001<code>perplexity.ai<\/code>\u6216\u5176\u4ed6AI\u5e73\u53f0\u57df\u540d\u3002AI\u5f71\u54cd\u5219\u66f4\u5bbd\uff0c\u5305\u542b\u7528\u6237\u770b\u8fc7AI\u63a8\u8350\u540e\u4ea7\u751f\u7684\u54c1\u724c\u641c\u7d22\u3001\u76f4\u63a5\u8bbf\u95ee\u3001\u6ce8\u518c\u6216\u7ebf\u4e0b\u54a8\u8be2\u3002<\/p>\n<p>\u4e24\u8005\u4e0d\u80fd\u6df7\u4e3a\u4e00\u8c08\u3002\u524d\u8005\u9002\u5408\u8ba1\u7b97\u4f1a\u8bdd\u3001\u843d\u5730\u9875\u548c\u8f6c\u5316\u7387\uff1b\u540e\u8005\u9700\u8981\u7ed3\u5408AI\u66dd\u5149\u8bb0\u5f55\u3001\u54c1\u724c\u641c\u7d22\u53d8\u5316\u3001CRM\u95ee\u5377\u548c\u8f6c\u5316\u65f6\u95f4\u5dee\u8fdb\u884c\u4f30\u8ba1\u3002<\/p>\n<div style=\"overflow-x:auto;\">\n<table style=\"width:100%;border-collapse:collapse;margin:1.5em 0;font-size:0.95em;\">\n<thead>\n<tr>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u8bc1\u636e\u5c42<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u5178\u578b\u6570\u636e<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u80fd\u56de\u7b54\u7684\u95ee\u9898<\/th>\n<th style=\"border:1px solid #e3e6ea;padding:8px 12px;background:#f6f8fa;text-align:left;font-weight:600;\">\u53ef\u4fe1\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u76f4\u63a5\u6765\u6e90<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">Referrer\u3001UTM\u3001GA4\u6765\u6e90<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">AI\u5e73\u53f0\u5e26\u6765\u4e86\u591a\u5c11\u53ef\u8bc6\u522b\u8bbf\u95ee\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u9ad8<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u884c\u4e3a\u4fe1\u53f7<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u7740\u9646\u9875\u3001\u505c\u7559\u3001\u6ce8\u518c\u3001\u8def\u5f84<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u8fd9\u4e9b\u8bbf\u95ee\u662f\u5426\u5177\u6709\u8d2d\u4e70\u610f\u56fe\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u9ad8<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u66dd\u5149\u4fe1\u53f7<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u63d0\u53ca\u7387\u3001\u63a8\u8350\u4f4d\u3001\u5f15\u7528\u6765\u6e90<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u54c1\u724c\u662f\u5426\u88abAI\u6301\u7eed\u770b\u89c1\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4e2d\u9ad8<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u5173\u8054\u4fe1\u53f7<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u54c1\u724c\u641c\u7d22\u3001Direct\u6ce2\u52a8\u3001CRM\u53cd\u9988<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">AI\u662f\u5426\u53ef\u80fd\u5f71\u54cd\u4e86\u65e0\u6765\u6e90\u8f6c\u5316\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u4e2d<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u63a8\u65ad\u4fe1\u53f7<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\u3001\u5bf9\u7167\u7ec4<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">AI\u66dd\u5149\u53d8\u5316\u5e26\u6765\u4e86\u591a\u5c11\u589e\u91cf\uff1f<\/td>\n<td style=\"border:1px solid #e3e6ea;padding:8px 12px;vertical-align:top;\">\u9700\u8c28\u614e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>Google\u5efa\u8bae\u5c06Search Console\u7528\u4e8e\u89c2\u5bdf\u641c\u7d22\u524d\u7684\u66dd\u5149\u4e0e\u70b9\u51fb\uff0c\u5c06Google Analytics\u7528\u4e8e\u5206\u6790\u8fdb\u5165\u7f51\u7ad9\u540e\u7684\u884c\u4e3a\u548c\u8f6c\u5316\uff1b\u4e24\u8005\u6307\u6807\u53e3\u5f84\u4e0d\u540c\uff0c\u4e0d\u5e94\u7b80\u5355\u76f8\u52a0\u3002(<a href=\"https:\/\/developers.google.com\/search\/docs\/monitor-debug\/google-analytics-search-console\">developers.google.com<\/a>)<\/p>\n<h2>\u65e0Referrer\u7684AI\u641c\u7d22\u6d41\u91cf\u5982\u4f55\u5f52\u56e0\uff1f<\/h2>\n<p>\u66f4\u7a33\u59a5\u7684\u505a\u6cd5\u662f\u91c7\u7528\u201c<strong>\u76f4\u63a5\u5f52\u56e0 + \u5f71\u54cd\u5f52\u56e0 + \u589e\u91cf\u9a8c\u8bc1<\/strong>\u201d\u4e09\u5c42\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u7ed9Direct\u6d41\u91cf\u8bbe\u7f6e\u4e00\u4e2a\u6b66\u65ad\u7684AI\u5360\u6bd4\u3002<\/p>\n<h3>\u7b2c\u4e00\u5c42\uff1a\u8bb0\u5f55\u53ef\u8bc6\u522b\u7684AI\u70b9\u51fb<\/h3>\n<p>\u5728GA4\u4e2d\u5efa\u7acb\u72ec\u7acb\u7684AI\u6765\u6e90\u9891\u9053\uff0c\u81f3\u5c11\u8986\u76d6\u5df2\u7ecf\u786e\u8ba4\u4f1a\u4ea7\u751f\u63a8\u8350\u70b9\u51fb\u7684\u5e73\u53f0\u57df\u540d\u3002\u5efa\u8bae\u540c\u65f6\u4fdd\u7559\u539f\u59cb<code>source<\/code>\u3001<code>medium<\/code>\u3001\u7740\u9646\u9875\u3001\u8bbe\u5907\u3001\u56fd\u5bb6\u5730\u533a\u548c\u8f6c\u5316\u4e8b\u4ef6\u3002<\/p>\n<p>\u5bf9\u4e8e\u81ea\u6709\u5185\u5bb9\u3001\u767d\u76ae\u4e66\u3001\u6848\u4f8b\u9875\u6216\u6570\u636e\u62a5\u544a\uff0c\u53ef\u4ee5\u4f7f\u7528\u7edf\u4e00\u7684UTM\u89c4\u5219\uff0c\u4f8b\u5982\uff1a<\/p>\n<pre><code class=\"language-text\">utm_source=ai_citation\nutm_medium=referral\nutm_campaign=content_asset\n<\/code><\/pre>\n<p>\u4f46UTM\u53ea\u80fd\u7528\u4e8e\u4f60\u80fd\u63a7\u5236\u94fe\u63a5\u7684\u573a\u666f\uff0c\u4e0d\u80fd\u5f3a\u884c\u6539\u53d8\u7b2c\u4e09\u65b9AI\u5e73\u53f0\u5df2\u7ecf\u751f\u6210\u7684\u94fe\u63a5\u3002<\/p>\n<h3>\u7b2c\u4e8c\u5c42\uff1a\u5efa\u7acbAI\u66dd\u5149\u57fa\u7ebf<\/h3>\n<p>\u6bcf\u5468\u56fa\u5b9a\u4e00\u7ec4\u771f\u5b9e\u95ee\u9898\uff0c\u6309<strong>\u4eba\u7fa4\u3001\u573a\u666f\u3001\u610f\u56fe<\/strong>\u62c6\u5206\uff0c\u8bb0\u5f55\u4ee5\u4e0b\u5b57\u6bb5\uff1a<\/p>\n<ol>\n<li>\u5e73\u53f0\u4e0e\u65e5\u671f\uff1b<\/li>\n<li>\u7528\u6237\u95ee\u9898\uff1b<\/li>\n<li>\u54c1\u724c\u662f\u5426\u88ab\u63d0\u53ca\uff1b<\/li>\n<li>\u63a8\u8350\u4f4d\u6b21\uff1b<\/li>\n<li>\u662f\u5426\u51fa\u73b0\u5f15\u7528\u94fe\u63a5\uff1b<\/li>\n<li>AI\u5bf9\u54c1\u724c\u7684\u6b63\u9762\u3001\u4e2d\u6027\u6216\u8d1f\u9762\u63cf\u8ff0\uff1b<\/li>\n<li>\u5f15\u7528\u7684\u5177\u4f53\u57df\u540d\u548c\u9875\u9762\u3002<\/li>\n<\/ol>\n<p>MaxAEO\u7684\u56fd\u5185\u7248\u652f\u6301\u76d1\u6d4b9\u4e2a\u4e2d\u56fd\u5927\u9646AI\u5e73\u53f0\uff0c\u5e76\u6309\u5929\u66f4\u65b0\u63d0\u53ca\u7387\u3001\u63a8\u8350\u4f4d\u6b21\u3001\u60c5\u611f\u548c\u5f15\u7528\u6765\u6e90\u3002\u5bf9SaaS\u54c1\u724c\u800c\u8a00\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u4ee5\u4f5c\u4e3a\u201c\u66dd\u5149\u5c42\u201d\u57fa\u7ebf\uff0c\u518d\u4e0eGA4\u4e2d\u7684\u8bbf\u95ee\u548cCRM\u8f6c\u5316\u8fdb\u884c\u5339\u914d\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u628a\u66dd\u5149\u6b21\u6570\u5f53\u6210\u6536\u5165\u3002<\/p>\n<p>\u5982\u679c\u9700\u8981\u8fdb\u4e00\u6b65\u62c6\u89e3\u6765\u6e90\uff0c\u53ef\u4ee5\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-recommendation-source-tracking\/\">AI\u63a8\u8350\u6765\u6e90\u8ffd\u8e2a\uff1a\u8de8\u6a21\u578b\u6eaf\u6e90\u4e0e\u5f15\u7528\u6743\u91cd\u5206\u6790<\/a>\uff0c\u91cd\u70b9\u89c2\u5bdf\u54ea\u4e9b\u9875\u9762\u6301\u7eed\u88ab\u6a21\u578b\u5f15\u7528\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u54c1\u724c\u662f\u5426\u51fa\u73b0\u3002<\/p>\n<h3>\u7b2c\u4e09\u5c42\uff1a\u7528\u65f6\u95f4\u5e8f\u5217\u5224\u65ad\u5f71\u54cd<\/h3>\n<p>\u5c06\u6570\u636e\u6309\u65e5\u6216\u5468\u5bf9\u9f50\uff0c\u81f3\u5c11\u5efa\u7acb\u56db\u6761\u66f2\u7ebf\uff1a<\/p>\n<ul>\n<li>AI\u54c1\u724c\u63d0\u53ca\u7387\uff1b<\/li>\n<li>AI\u63a8\u8350\u4f4d\u6b21\uff1b<\/li>\n<li>\u54c1\u724c\u8bcd\u641c\u7d22\u91cf\uff1b<\/li>\n<li>Direct\u8bbf\u95ee\u3001\u6ce8\u518c\u548c\u5546\u673a\u91cf\u3002<\/li>\n<\/ul>\n<p>\u4e00\u4e2a\u53ef\u6267\u884c\u7684\u5224\u65ad\u65b9\u5f0f\u662f\u6bd4\u8f83\u4f18\u5316\u524d\u540e\u76f8\u540c\u5468\u671f\u7684\u53d8\u5316\uff1a<\/p>\n<pre><code class=\"language-text\">AI\u5f71\u54cd\u589e\u91cf \u2248\n\uff08\u66dd\u5149\u63d0\u5347\u540e\u7684\u76ee\u6807\u8f6c\u5316\u53d8\u5316\uff09\n\uff0d\uff08\u672a\u53d1\u751fAI\u66dd\u5149\u53d8\u5316\u7684\u5bf9\u7167\u9875\u9762\u6216\u54c1\u724c\u8bcd\u57fa\u7ebf\u53d8\u5316\uff09\n<\/code><\/pre>\n<p>\u4f8b\u5982\uff0c\u67d0\u4e00\u7ec4SaaS\u9009\u578b\u95ee\u9898\u4e2d\u7684\u54c1\u724c\u63d0\u53ca\u7387\u4ece20%\u63d0\u5347\u81f340%\uff0c\u968f\u540e\u88ab\u5f15\u7528\u9875\u9762\u7684\u6ce8\u518c\u7387\u4e0a\u5347\uff0c\u4f46\u5168\u7ad9\u81ea\u7136\u641c\u7d22\u548c\u5e7f\u544a\u9884\u7b97\u6ca1\u6709\u660e\u663e\u53d8\u5316\uff0c\u8fd9\u53ea\u80fd\u8bf4\u660e\u201cAI\u66dd\u5149\u4e0e\u8f6c\u5316\u5b58\u5728\u8f83\u5f3a\u5173\u8054\u201d\uff0c\u4e0d\u80fd\u76f4\u63a5\u5ba3\u79f0\u5168\u90e8\u65b0\u589e\u6ce8\u518c\u90fd\u6765\u81eaAI\u3002<\/p>\n<p>\u66f4\u4e25\u683c\u7684\u505a\u6cd5\u662f\u8bbe\u7f6e\u5bf9\u7167\u7ec4\uff1a\u9009\u62e9\u6ca1\u6709\u88abAI\u5f15\u7528\u3001\u4f46\u7528\u6237\u610f\u56fe\u548c\u9875\u9762\u7c7b\u578b\u76f8\u8fd1\u7684\u9875\u9762\uff0c\u6bd4\u8f83\u4e24\u7ec4\u5728\u540c\u4e00\u65f6\u95f4\u7a97\u53e3\u5185\u7684\u54c1\u724c\u641c\u7d22\u3001Direct\u8bbf\u95ee\u548c\u6ce8\u518c\u53d8\u5316\u3002<\/p>\n<figure class=\"wp-block-image size-large\" style=\"margin:1.5em 0;\"><img decoding=\"async\" src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/10\/backend-4617-2.jpg\" alt=\"AI\u66dd\u5149\u3001\u65e0\u6765\u6e90\u8bbf\u95ee\u4e0e\u8f6c\u5316\u6ce2\u52a8\u7684\u65f6\u5e8f\u5f52\u56e0\u6a21\u578b\" style=\"max-width:100%;height:auto;\"><\/figure>\n<h2>\u5982\u4f55\u533a\u5206AI\u5e26\u6765\u7684Direct\u6d41\u91cf\u4e0e\u771f\u6b63\u7684\u76f4\u63a5\u8bbf\u95ee\uff1f<\/h2>\n<p>\u65e0\u6765\u6e90\u8bbf\u95ee\u4e0d\u80fd\u4ec5\u51ed\u5355\u4e2a\u5b57\u6bb5\u5224\u65ad\uff0c\u5efa\u8bae\u4f7f\u7528\u201c\u9875\u9762\u6307\u7eb9 + \u884c\u4e3a\u7279\u5f81 + \u65f6\u95f4\u7a97\u53e3\u201d\u8fdb\u884c\u5206\u5c42\u3002<\/p>\n<h3>\u9875\u9762\u6307\u7eb9<\/h3>\n<p>AI\u5f71\u54cd\u540e\u7684\u8bbf\u95ee\u5f80\u5f80\u96c6\u4e2d\u5728\u56de\u7b54\u4e2d\u88ab\u5f15\u7528\u7684\u9875\u9762\uff0c\u4f8b\u5982\u4ea7\u54c1\u5bf9\u6bd4\u9875\u3001\u5b9a\u4ef7\u9875\u3001\u529f\u80fd\u53c2\u6570\u9875\u548c\u89e3\u51b3\u65b9\u6848\u9875\u3002\u82e5\u67d0\u4e2a\u9875\u9762\u5728AI\u5f15\u7528\u589e\u52a0\u540e\uff0cDirect\u7740\u9646\u91cf\u540c\u6b65\u4e0a\u5347\uff0c\u53ef\u4ee5\u5217\u4e3a\u91cd\u70b9\u89c2\u5bdf\u5bf9\u8c61\u3002<\/p>\n<h3>\u884c\u4e3a\u7279\u5f81<\/h3>\n<p>\u5bf9\u6bd4Direct\u8bbf\u95ee\u4e0e\u5df2\u8bc6\u522bAI Referral\u8bbf\u95ee\u7684\uff1a<\/p>\n<ul>\n<li>\u9996\u5c4f\u505c\u7559\u65f6\u95f4\uff1b<\/li>\n<li>\u9875\u9762\u6d4f\u89c8\u6df1\u5ea6\uff1b<\/li>\n<li>\u6ce8\u518c\u6216\u9884\u7ea6\u6f14\u793a\u7387\uff1b<\/li>\n<li>\u4ece\u5185\u5bb9\u9875\u5230\u5b9a\u4ef7\u9875\u7684\u8def\u5f84\uff1b<\/li>\n<li>\u9996\u6b21\u8bbf\u95ee\u5230\u8f6c\u5316\u7684\u65f6\u95f4\u95f4\u9694\u3002<\/li>\n<\/ul>\n<p>\u884c\u4e3a\u76f8\u4f3c\u53ea\u80fd\u63d0\u9ad8\u5173\u8054\u53ef\u4fe1\u5ea6\uff0c\u4e0d\u80fd\u8bc1\u660e\u6765\u6e90\u3002\u56e0\u4e3a\u9ad8\u610f\u5411\u7528\u6237\u672c\u8eab\u5c31\u53ef\u80fd\u66f4\u5bb9\u6613\u76f4\u63a5\u8bbf\u95ee\u5b9a\u4ef7\u9875\u3002<\/p>\n<h3>\u65f6\u95f4\u7a97\u53e3<\/h3>\n<p>B2B SaaS\u4e0d\u5b9c\u53ea\u770b\u201c\u5f53\u65e5\u70b9\u51fb\u2014\u5f53\u65e5\u6ce8\u518c\u201d\u3002\u53ef\u4ee5\u8bbe\u7f6e1\u5929\u30017\u5929\u548c30\u5929\u4e09\u4e2a\u7a97\u53e3\uff0c\u5206\u522b\u89c2\u5bdf\u77ed\u671f\u8bbf\u95ee\u3001\u54c1\u724c\u641c\u7d22\u56de\u6d41\u548c\u9500\u552e\u7ebf\u7d22\u8f6c\u5316\u3002\u4e0d\u540c\u7a97\u53e3\u7684\u7ed3\u679c\u5e94\u5206\u5f00\u62a5\u544a\uff0c\u907f\u514d\u628a\u957f\u671f\u5f71\u54cd\u8bef\u7b97\u6210\u5373\u65f6\u8f6c\u5316\u3002<\/p>\n<h2>\u54ea\u4e9b\u6570\u636e\u4e0d\u5e94\u8be5\u88ab\u62ff\u6765\u201c\u786c\u5f52\u56e0\u201d\uff1f<\/h2>\n<p>\u4ee5\u4e0b\u505a\u6cd5\u5bb9\u6613\u5236\u9020\u865a\u5047\u7684AI ROI\uff1a<\/p>\n<ol>\n<li><strong>\u628aDirect\u6d41\u91cf\u5168\u90e8\u6807\u8bb0\u4e3aAI\u6d41\u91cf<\/strong>\uff1aDirect\u672c\u8eab\u53ea\u8bf4\u660e\u6765\u6e90\u4e0d\u53ef\u8bc6\u522b\u3002<\/li>\n<li><strong>\u628aAI\u63d0\u53ca\u7387\u76f4\u63a5\u6362\u7b97\u6210\u8bbf\u95ee\u91cf<\/strong>\uff1a\u63d0\u53ca\u4e0d\u7b49\u4e8e\u70b9\u51fb\uff0c\u70b9\u51fb\u4e5f\u4e0d\u7b49\u4e8e\u8f6c\u5316\u3002<\/li>\n<li><strong>\u53ea\u6bd4\u8f83\u4f18\u5316\u524d\u540e\u4e24\u4e2a\u65e5\u671f<\/strong>\uff1a\u4fc3\u9500\u3001\u8282\u5047\u65e5\u3001\u54c1\u724c\u6d3b\u52a8\u548c\u6a21\u578b\u66f4\u65b0\u90fd\u53ef\u80fd\u9020\u6210\u6ce2\u52a8\u3002<\/li>\n<li><strong>\u7528\u4e00\u6b21\u6027AI\u56de\u7b54\u8bc1\u660e\u957f\u671f\u6392\u540d<\/strong>\uff1a\u6a21\u578b\u56de\u7b54\u5177\u6709\u968f\u673a\u6027\uff0c\u5355\u65e5\u5feb\u7167\u4e0d\u80fd\u4ee3\u8868\u7a33\u5b9a\u8d8b\u52bf\u3002<\/li>\n<li><strong>\u53ea\u770b\u4f1a\u8bdd\u6570\uff0c\u4e0d\u770b\u6536\u5165\u8d28\u91cf<\/strong>\uff1aSaaS\u66f4\u5e94\u5173\u6ce8\u6709\u6548\u6ce8\u518c\u3001\u5408\u683c\u5546\u673a\u3001\u6f14\u793a\u5b8c\u6210\u7387\u548c\u6210\u4ea4\u5468\u671f\u3002<\/li>\n<\/ol>\n<p>Google\u4e5f\u660e\u786e\u63d0\u9192\uff0c\u7b2c\u4e09\u65b9\u5de5\u5177\u65e0\u6cd5\u8bbf\u95eeGoogle\u5185\u90e8\u6392\u540d\u6216AI\u7cfb\u7edf\u6307\u6807\uff1b\u5de5\u5177\u53ef\u4ee5\u8f85\u52a9\u5de5\u4f5c\u6d41\uff0c\u4f46\u7ed3\u8bba\u5e94\u7ed3\u5408\u5b98\u65b9\u6570\u636e\u548c\u81ea\u8eab\u4e1a\u52a1\u6570\u636e\u9a8c\u8bc1\u3002(<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/ai-optimization-guide\">developers.google.com<\/a>)<\/p>\n<h2>\u4f01\u4e1a\u53ef\u4ee5\u843d\u5730\u7684\u5f52\u56e0\u770b\u677f<\/h2>\n<p>\u4e00\u4e2a\u5b9e\u7528\u7684AI\u641c\u7d22\u5f52\u56e0\u770b\u677f\uff0c\u53ef\u4ee5\u5206\u6210\u56db\u4e2a\u533a\u57df\uff1a<\/p>\n<h3>\u66dd\u5149\u533a<\/h3>\n<p>\u5c55\u793a\u5e73\u53f0\u3001\u95ee\u9898\u7c7b\u578b\u3001\u54c1\u724c\u63d0\u53ca\u7387\u3001\u63a8\u8350\u4f4d\u6b21\u3001\u60c5\u611f\u503e\u5411\u548c\u5f15\u7528\u57df\u540d\u3002\u91cd\u70b9\u770b\u8d8b\u52bf\uff0c\u4e0d\u8981\u53ea\u770b\u67d0\u4e00\u5929\u7684\u6392\u540d\u3002<\/p>\n<h3>\u8bbf\u95ee\u533a<\/h3>\n<p>\u5c55\u793a\u53ef\u8bc6\u522bAI Referral\u3001Direct\u7740\u9646\u9875\u3001\u54c1\u724c\u8bcd\u81ea\u7136\u641c\u7d22\u548c\u9875\u9762\u7ea7\u8bbf\u95ee\u53d8\u5316\u3002\u5c06\u201c\u5df2\u786e\u8ba4\u6765\u6e90\u201d\u548c\u201c\u7591\u4f3c\u53d7\u5f71\u54cd\u6765\u6e90\u201d\u5206\u5f00\u3002<\/p>\n<h3>\u8f6c\u5316\u533a<\/h3>\n<p>\u81f3\u5c11\u8ffd\u8e2a\u6ce8\u518c\u3001\u9884\u7ea6\u6f14\u793a\u3001\u63d0\u4ea4\u8868\u5355\u3001\u9500\u552e\u5408\u683c\u7ebf\u7d22\u548c\u6210\u4ea4\u91d1\u989d\uff0c\u5e76\u8bb0\u5f55\u9996\u6b21\u89e6\u70b9\u4e0e\u6700\u8fd1\u89e6\u70b9\u3002<\/p>\n<h3>\u590d\u6838\u533a<\/h3>\n<p>\u5728\u8868\u5355\u6216\u9500\u552e\u6d41\u7a0b\u4e2d\u589e\u52a0\u4e00\u4e2a\u4f4e\u5e72\u6270\u95ee\u9898\uff1a<\/p>\n<blockquote>\n<p>\u60a8\u662f\u5426\u66fe\u901a\u8fc7ChatGPT\u3001\u8c46\u5305\u3001DeepSeek\u3001Kimi\u6216\u5176\u4ed6AI\u5de5\u5177\u4e86\u89e3\u8fc7\u6211\u4eec\uff1f<\/p>\n<\/blockquote>\n<p>\u540c\u65f6\u5141\u8bb8\u9500\u552e\u5728CRM\u4e2d\u6807\u8bb0\u201cAI\u5f71\u54cd\u4f46\u65e0\u53ef\u8bc6\u522b\u6765\u6e90\u201d\u3002\u8fd9\u7c7b\u6570\u636e\u4e0d\u5e94\u66ff\u4ee3\u5206\u6790\u5de5\u5177\uff0c\u5374\u80fd\u4e3a\u65e0Referrer\u5f52\u56e0\u63d0\u4f9b\u72ec\u7acb\u9a8c\u8bc1\u3002<\/p>\n<p>\u5bf9\u4e8e\u56fd\u5185\u54c1\u724c\uff0c\u53ef\u53c2\u8003<a 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