{"id":1615,"date":"2026-08-18T19:41:44","date_gmt":"2026-08-18T11:41:44","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/llms-txt-validator-guide\/"},"modified":"2026-08-18T19:41:44","modified_gmt":"2026-08-18T11:41:44","slug":"llms-txt-validator-guide","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/llms-txt-validator-guide\/","title":{"rendered":"llms.txt \u6821\u9a8c\u5de5\u5177\uff1a\u8bed\u6cd5\u5408\u89c4\u68c0\u67e5\u4e0e\u81ea\u52a8\u5316\u9a8c\u8bc1\u6307\u5357"},"content":{"rendered":"

\u4f7f\u7528\u4e00\u6b3e\u9760\u8c31\u7684 llms.txt \u6821\u9a8c\u5de5\u5177<\/strong> \u662f\u786e\u4fdd\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7cbe\u51c6\u6293\u53d6\u7f51\u7ad9\u6838\u5fc3\u8d44\u4ea7\u7684\u5173\u952e\u524d\u63d0\u3002\u968f\u7740 GEO\uff08\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\uff09\u7684\u666e\u53ca\uff0c\u8bb8\u591a\u7ad9\u957f\u90e8\u7f72\u4e86 llms.txt<\/code>\uff0c\u5374\u5e38\u56e0 Markdown \u8bed\u6cd5\u5c42\u7ea7\u6df7\u4e71\u3001URL \u76f8\u5bf9\u8def\u5f84\u7f3a\u5931\u6216\u7f51\u7edc\u62e6\u622a\u5bfc\u81f4 AI \u722c\u866b\u89e3\u6790\u5931\u8d25\u3002<\/p>\n

\u4f5c\u4e3a\u4e13\u6ce8 AI \u641c\u7d22\u53ef\u89c1\u6027\uff08AEO\/GEO\uff09\u7684\u56e2\u961f\uff0cMaxAEO \u5728\u5b9e\u6d4b\u4e86\u8d85 200 \u4e2a\u7ad9\u70b9\u7684\u914d\u7f6e\u540e\u53d1\u73b0\uff1a\u8d85\u8fc7 38% \u7684\u7ebf\u4e0a llms.txt \u6587\u4ef6\u5b58\u5728\u7ed3\u6784\u6027\u8bed\u6cd5\u9519\u8bef\u6216\u8fb9\u7f18\u62e6\u622a\u95ee\u9898<\/strong>\u3002\u672c\u6587\u5c06\u62c6\u89e3 llms.txt \u7684\u5408\u89c4\u6807\u51c6\uff0c\u63d0\u4f9b\u5b9e\u7528\u7684\u5728\u7ebf\u4e0e\u547d\u4ee4\u884c\u6821\u9a8c\u5de5\u5177\u6e05\u5355\uff0c\u5e76\u9644\u5e26\u4e00\u5957\u5b8c\u6574\u7684\u81ea\u52a8\u5316\u9a8c\u8bc1\u5de5\u4f5c\u6d41\u3002<\/p>\n

\"llms.txt<\/figure>\n
\n

\u4ec0\u4e48\u662f llms.txt \u6821\u9a8c\u5de5\u5177\uff1f\u6838\u5fc3\u68c0\u67e5\u7ef4\u5ea6\u6709\u54ea\u4e9b\uff1f<\/h2>\n

llms.txt \u6821\u9a8c\u5de5\u5177\u662f\u6307\u7528\u4e8e\u81ea\u52a8\u5316\u68c0\u6d4b\u7ad9\u70b9 \/llms.txt<\/code> \u53ca \/llms-full.txt<\/code> \u6587\u4ef6\u5728\u8bed\u6cd5\u7ed3\u6784\u3001\u94fe\u63a5\u6709\u6548\u6027\u3001\u54cd\u5e94\u72b6\u6001\u53ca\u8bed\u4e49\u5c42\u7ea7\u4e0a\u662f\u5426\u7b26\u5408\u6807\u51c6\u89c4\u8303\u7684\u8f6f\u4ef6\u6216\u5728\u7ebf\u670d\u52a1\u3002<\/strong> \u5b83\u7684\u6838\u5fc3\u76ee\u6807\u662f\u6d88\u9664 LLM \u89e3\u6790\u6b67\u4e49\uff0c\u786e\u4fdd AI \u5f15\u64ce\u80fd\u591f\u96f6\u963b\u788d\u5730\u8bfb\u53d6\u7ed3\u6784\u5316\u77e5\u8bc6\u3002<\/p>\n

\u4e00\u4e2a\u5408\u683c\u7684\u6821\u9a8c\u5de5\u5177\u901a\u5e38\u6db5\u76d6\u4ee5\u4e0b\u56db\u5927\u7ef4\u5ea6\uff1a<\/p>\n

    \n
  1. \u8bed\u6cd5\u7ed3\u6784\u5408\u89c4\u6027<\/strong>\uff1a\u68c0\u6d4b\u4e00\u7ea7\u6807\u9898\uff08H1 \u9879\u76ee\u540d\uff09\u3001\u6458\u8981\u6bb5\u843d\uff08Summary blockquote\uff09\u3001\u4e8c\u7ea7\u6807\u9898\uff08H2 \u5206\u7ec4\uff09\u4ee5\u53ca\u65e0\u5e8f\u5217\u8868\u9879\u662f\u5426\u9075\u5faa\u6807\u51c6 Markdown \u8bed\u6cd5\u3002\u82e5\u5bf9\u6807\u51c6\u6392\u7248\u5b58\u7591\uff0c\u53ef\u53c2\u8003 llms.txt \u89c4\u8303\u4e0e\u7f16\u5199\u793a\u4f8b<\/a> \u8fdb\u884c\u5bf9\u7167\u3002<\/li>\n
  2. \u94fe\u63a5\u8fde\u901a\u6027\u4e0e\u7edd\u5bf9\u8def\u5f84\u68c0\u67e5<\/strong>\uff1a\u786e\u4fdd\u6240\u6709\u6307\u5411\u6587\u6863\u7684\u8d85\u94fe\u63a5\u5fc5\u987b\u4e3a\u53ef\u8bbf\u95ee\u7684\u7edd\u5bf9 URL\uff08\u542b https:\/\/<\/code>\uff09\uff0c\u4e25\u683c\u7981\u6b62\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\uff08\u5982 \/docs\/api<\/code>\uff09\u3002<\/li>\n
  3. HTTP \u54cd\u5e94\u5934\u4e0e MIME \u7c7b\u578b<\/strong>\uff1a\u68c0\u67e5\u670d\u52a1\u7aef\u8fd4\u56de\u7684 Content-Type<\/code> \u662f\u5426\u4e3a text\/plain<\/code> \u6216 text\/markdown<\/code>\uff0c\u4e14 HTTP \u72b6\u6001\u7801\u5fc5\u987b\u4e3a\u6807\u51c6\u7684 200 OK<\/code>\u3002<\/li>\n
  4. \u7f51\u7edc\u53ef\u8fbe\u6027\u4e0e\u53cd\u722c\u7b56\u7565<\/strong>\uff1a\u9a8c\u8bc1\u6587\u4ef6\u662f\u5426\u88ab WAF \u6216 CDN \u8bef\u62e6\u622a\u3002\u82e5\u9047\u5230\u722c\u866b\u53d7\u963b\uff0c\u53ef\u7ed3\u5408 AI \u722c\u866b\u8bbf\u95ee\u5931\u8d25\u6392\u67e5\u6307\u5357<\/a> \u786e\u8ba4\u662f\u5426\u89e6\u53d1\u4e86\u5b89\u5168\u7f51\u5173\u9650\u5236\u3002<\/li>\n<\/ol>\n
    \n

    \u4e3b\u6d41 llms.txt \u6821\u9a8c\u5de5\u5177\u4e0e\u68c0\u67e5\u65b9\u6848\u5bf9\u6bd4<\/h2>\n

    \u9488\u5bf9\u4e0d\u540c\u7684\u6280\u672f\u67b6\u6784\u4e0e\u56e2\u961f\u9700\u6c42\uff0c\u76ee\u524d\u884c\u4e1a\u5185\u4e3b\u8981\u6709\u4e09\u79cd\u9a8c\u8bc1\u65b9\u6848\uff1a\u5728\u7ebf\u53ef\u89c6\u5316\u68c0\u6d4b\u5de5\u5177\u3001CLI\/CI \u811a\u672c\u81ea\u52a8\u5316\u5de5\u5177\u4ee5\u53ca\u7ed3\u5408 AI \u722c\u866b\u65e5\u5fd7\u7684\u7aef\u5230\u7aef\u9a8c\u8bc1\u3002<\/p>\n\n\n\n\n\n\n\n
    \u5de5\u5177\/\u65b9\u6848\u7c7b\u578b<\/th>\n\u4ee3\u8868\u5de5\u5177 \/ \u65b9\u6cd5<\/th>\n\u6838\u5fc3\u4f18\u52bf<\/th>\n\u9002\u7528\u573a\u666f<\/th>\n\u5c40\u9650\u6027<\/th>\n<\/tr>\n<\/thead>\n
    \u5728\u7ebf\u53ef\u89c6\u5316\u68c0\u6d4b<\/strong><\/td>\nllmstxt.directory Validator \/ MaxAEO \u8bca\u65ad<\/td>\n\u5373\u5f00\u5373\u7528\uff0c\u4e00\u952e\u8f93\u51fa\u53ef\u89c6\u5316\u62a5\u544a<\/td>\n\u4e2a\u4eba\u7ad9\u957f\u3001\u4e0a\u7ebf\u524d\u5feb\u901f\u5355\u6b21\u81ea\u6d4b<\/td>\n\u96be\u4ee5\u5d4c\u5165\u6301\u7eed\u96c6\u6210\uff08CI\/CD\uff09\u6d41\u6c34\u7ebf<\/td>\n<\/tr>\n
    CLI \u547d\u4ee4\u884c\u5de5\u5177<\/strong><\/td>\nllms-txt-validator<\/code> (npm \/ Python)<\/td>\n\u652f\u6301\u6279\u91cf\u626b\u63cf\u3001\u53ef\u5d4c\u5165 Git Hooks<\/td>\n\u5f00\u53d1\u56e2\u961f\u3001\u5927\u578b\u5185\u5bb9\u7ad9\u53d1\u5e03\u6d41\u7a0b<\/td>\n\u9700\u8981\u672c\u5730\u5f00\u53d1\u73af\u5883\u914d\u7f6e<\/td>\n<\/tr>\n
    \u5168\u94fe\u8def\u7aef\u5230\u7aef\u68c0\u6d4b<\/strong><\/td>\n\u6a21\u62df LLM \u6293\u53d6 + \u8bbf\u95ee\u65e5\u5fd7\u6392\u67e5<\/td>\n\u8986\u76d6\u7f51\u7edc\u62e6\u622a\u3001\u771f\u5b9e\u53cd\u6620\u6293\u53d6\u7ed3\u679c<\/td>\n\u4f01\u4e1a\u7ea7\u7ad9\u70b9\u3001\u5df2\u90e8\u7f72 CDN\/WAF \u7684\u7cfb\u7edf<\/td>\n\u9700\u8981\u670d\u52a1\u5668\u8bbf\u95ee\u6743\u9650\u4e0e\u65e5\u5fd7\u5206\u6790\u80fd\u529b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \"\u4e3b\u6d41<\/figure>\n
    \n

    3 \u6b65\u642d\u5efa llms.txt \u81ea\u52a8\u5316\u6821\u9a8c\u6d41\u7a0b<\/h2>\n

    \u4e3a\u4e86\u907f\u514d\u4eba\u5de5\u68c0\u67e5\u9057\u6f0f\uff0c\u5efa\u8bae\u5728\u7ad9\u70b9\u6784\u5efa\u4e0e\u53d1\u5e03\u6d41\u7a0b\u4e2d\u5efa\u7acb\u6807\u51c6\u7684\u4e09\u5c42\u6821\u9a8c\u673a\u5236\u3002\u8be6\u7ec6\u7684\u5224\u5b9a\u903b\u8f91\u4e5f\u53ef\u53c2\u8003 llms.txt \u9a8c\u8bc1\u65b9\u6cd5\u4e0e\u4e09\u5c42\u68c0\u67e5\u65b9\u6848<\/a>\u3002<\/p>\n

    \u7b2c\u4e00\u6b65\uff1a\u683c\u5f0f\u4e0e\u8bed\u6cd5\u9759\u6001\u6821\u9a8c\uff08\u672c\u5730\u6784\u5efa\u671f\uff09<\/h3>\n

    \u5728\u4ee3\u7801\u4ed3\u5e93\u63d0\u4ea4\u524d\uff0c\u901a\u8fc7\u811a\u672c\u68c0\u67e5\u6587\u4ef6\u7684\u8bed\u6cd5\u5c42\u7ea7\u3002\u91cd\u70b9\u786e\u4fdd\u6587\u4ef6\u5f00\u5934\u6709\u552f\u4e00\u7684 # \u9879\u76ee\u540d\u79f0<\/code>\uff0c\u968f\u540e\u7d27\u8ddf > \u9879\u76ee\u7b80\u4ecb<\/code>\uff0c\u4e14\u4e8c\u7ea7\u6807\u9898 ##<\/code> \u627f\u62c5\u6e05\u6670\u7684\u6a21\u5757\u5212\u5206\u3002<\/p>\n

    # \u9519\u8bef\u793a\u8303\uff1a\u7f3a\u5c11\u4e00\u7ea7\u6807\u9898\uff0c\u4f7f\u7528\u4e86\u76f8\u5bf9\u8def\u5f84\n## \u6587\u6863\u4e2d\u5fc3\n- [API \u63a5\u53e3](\/api\/v1): \u63a5\u53e3\u8bf4\u660e\n\n# \u6b63\u786e\u793a\u8303\uff1a\u6807\u51c6\u5c42\u7ea7\u4e0e\u7edd\u5bf9\u8def\u5f84\n# MaxAEO Documentation\n> \u4e13\u6ce8 AI \u641c\u7d22\u53ef\u89c1\u6027\uff08AEO\/GEO\uff09\u7684 SaaS \u5e73\u53f0\u6280\u672f\u6587\u6863\u3002\n\n## \u6838\u5fc3\u6307\u5357\n- [\u5feb\u901f\u5165\u95e8](https:\/\/maxaeo.cn\/docs\/quickstart): 60 \u79d2\u4e86\u89e3 AI \u641c\u7d22\u76d1\u63a7\u3002\n<\/code><\/pre>\n
    \u7b2c\u4e8c\u6b65\uff1aMIME \u4e0e\u54cd\u5e94\u72b6\u6001\u68c0\u6d4b\uff08\u9884\u53d1\/\u7ebf\u4e0a\u90e8\u7f72\u671f\uff09<\/h3>\n
    \u4f7f\u7528 curl<\/code> \u547d\u4ee4\u884c\u5de5\u5177\u6d4b\u8bd5\u670d\u52a1\u5668\u8fd4\u56de\u7684 Header \u5c5e\u6027\uff0c\u786e\u8ba4\u6587\u4ef6\u672a\u88ab\u91cd\u5b9a\u5411\u6216\u8fd4\u56de\u9519\u8bef\u7684 MIME \u7c7b\u578b\uff1a<\/p>\n
    curl -I https:\/\/yourdomain.com\/llms.txt\n<\/code><\/pre>\n
    \u9884\u671f\u8fd4\u56de\u8981\u6c42\uff1aHTTP\/2 200<\/code> \u6216 HTTP\/1.1 200 OK<\/code>\uff0c\u4e14 content-type: text\/plain; charset=utf-8<\/code>\u3002<\/em><\/p>\n
    \u7b2c\u4e09\u6b65\uff1aAI \u722c\u866b\u771f\u5b9e\u8bbf\u95ee\u4e0e\u7f51\u7edc\u653e\u884c\u6d4b\u8bd5<\/h3>\n
    \u6587\u4ef6\u8bed\u6cd5\u6b63\u786e\u5e76\u4e0d\u4ee3\u8868 AI \u5f15\u64ce\u80fd\u6293\u53d6\u5230\u3002\u5f88\u591a\u7ad9\u70b9\u56e0\u4e3a\u542f\u7528\u4e86\u4e25\u683c\u7684\u5b89\u5168\u7b56\u7565\uff0c\u5bfc\u81f4 GPTBot\u3001ClaudeBot \u7b49\u5728\u8fb9\u7f18\u8282\u70b9\u88ab\u62d2\u3002\u9488\u5bf9\u6b64\u7c7b\u95ee\u9898\uff0c\u5efa\u8bae\u53c2\u8003 Cloudflare \u653e\u884c AI \u722c\u866b\u7684\u6700\u5c0f\u89c4\u5219\u914d\u7f6e<\/a>\uff0c\u786e\u4fdd\u6293\u53d6\u901a\u9053\u7545\u901a\u3002<\/p>\n
    \n
    \u5e38\u89c1\u9519\u8bef\u6392\u67e5\u4e0e\u4fee\u590d\u6307\u5357<\/h2>\n
    \u5728\u5229\u7528 llms.txt \u6821\u9a8c\u5de5\u5177\u5206\u6790\u5931\u8d25\u6848\u4f8b\u65f6\uff0c\u4ee5\u4e0b\u4e09\u7c7b\u9ad8\u9891\u62a5\u9519\u6700\u4e3a\u5178\u578b\uff1a<\/p>\n
      \n
    1. Error: Invalid Link Scheme \/ Relative Path Found<\/code><\/strong>\n
        \n
      • \u539f\u56e0<\/strong>\uff1a\u5217\u8868\u4e2d\u5b58\u5728 \/about<\/code> \u6216 docs\/guide.md<\/code> \u7b49\u76f8\u5bf9\u8def\u5f84\u3002<\/li>\n
      • \u4fee\u590d<\/strong>\uff1a\u5168\u91cf\u66ff\u6362\u4e3a\u5e26\u534f\u8bae\u524d\u7f00\u7684\u5b8c\u6574 URL\uff08\u5982 https:\/\/example.com\/docs\/guide<\/code>\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n
      • Warning: Content-Type Mismatch (text\/html instead of text\/plain)<\/code><\/strong>\n
          \n
        • \u539f\u56e0<\/strong>\uff1aSPA \u5355\u9875\u5e94\u7528\u8def\u7531\u672a\u914d\u7f6e\u9759\u6001\u56de\u9000\uff0c\u5bfc\u81f4\u8bbf\u95ee\u4e0d\u5b58\u5728\u7684\u9759\u6001\u6587\u4ef6\u65f6\u8fd4\u56de\u4e86 index.html<\/code>\u3002<\/li>\n
        • \u4fee\u590d<\/strong>\uff1a\u5728 Nginx \u6216 Vercel \u8def\u7531\u89c4\u5219\u4e2d\uff0c\u4e3a \/llms.txt<\/code> \u5355\u72ec\u6307\u5b9a\u9759\u6001\u6587\u4ef6\u6620\u5c04\u3002<\/li>\n<\/ul>\n<\/li>\n
        • Error: AI Crawler Blocked by Edge Policy (403 Forbidden)<\/code><\/strong>\n
            \n
          • \u539f\u56e0<\/strong>\uff1aCDN \u6216 WAF \u5c06 LLM \u6293\u53d6\u4ee3\u7406\u6807\u8bb0\u4e3a\u6076\u610f\u6d41\u91cf\u5e76\u963b\u65ad\u3002<\/li>\n
          • \u4fee\u590d<\/strong>\uff1a\u5728\u9632\u62a4\u9762\u677f\u4e2d\u914d\u7f6e Bot \u653e\u884c\u767d\u540d\u5355\uff0c\u5141\u8bb8\u4e3b\u6d41 AI \u722c\u866b User-Agent \u8bbf\u95ee \/llms.txt<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
            \n
            \u5e38\u89c1\u95ee\u9898 (FAQ)<\/h2>\n
            Q1\uff1allms.txt \u6821\u9a8c\u5de5\u5177\u63d0\u793a\u683c\u5f0f\u5408\u89c4\uff0c\u4e3a\u4ec0\u4e48 AI \u4ecd\u7136\u641c\u4e0d\u5230\u6211\u7684\u5185\u5bb9\uff1f<\/h3>\n
            \u683c\u5f0f\u6821\u9a8c\u4ec5\u4ee3\u8868\u6587\u4ef6\u201c\u53ef\u8bfb\u201d\uff0c\u4e0d\u4ee3\u8868\u5185\u5bb9\u5df2\u88ab AI \u7d22\u5f15\u5e76\u52a0\u6743\u5f15\u7528\u3002AI \u641c\u7d22\u7684\u5f15\u7528\u53d6\u51b3\u4e8e\u5185\u5bb9\u7684\u6743\u5a01\u5ea6\u3001\u4fe1\u606f\u589e\u91cf\u4ee5\u53ca\u591a\u5e73\u53f0\u63d0\u53ca\u9891\u6b21\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7 MaxAEO \u63d0\u4f9b\u7684 60 \u79d2\u81ea\u52a9\u8bca\u65ad\u5de5\u5177\uff0c\u5feb\u901f\u81ea\u6d4b\u54c1\u724c\u5728 DeepSeek\u3001\u8c46\u5305\u3001Kimi \u7b49\u4e3b\u6d41 AI \u5f15\u64ce\u4e2d\u7684\u57fa\u7ebf\u8868\u73b0\u4e0e\u5f15\u7528\u53ef\u89c1\u6027\u3002<\/p>\n
            Q2\uff1allms-full.txt \u4e5f\u9700\u8981\u4f7f\u7528\u76f8\u540c\u7684\u6821\u9a8c\u5de5\u5177\u5417\uff1f<\/h3>\n
            \u662f\u7684\u3002llms-full.txt<\/code> \u901a\u5e38\u627f\u8f7d\u5168\u91cf\u6b63\u6587\u6216\u66f4\u8be6\u5c3d\u7684\u4e0a\u4e0b\u6587\uff0c\u5176\u4f53\u79ef\u66f4\u5927\u3002\u6821\u9a8c\u5de5\u5177\u9664\u4e86\u68c0\u67e5\u57fa\u7840\u8bed\u6cd5\u5916\uff0c\u8fd8\u4f1a\u91cd\u70b9\u68c0\u67e5\u6587\u4ef6\u5927\u5c0f\u662f\u5426\u8d85\u8fc7\u5404\u5927\u6a21\u578b\u7684\u5355\u6b21\u4e0a\u4e0b\u6587\u6293\u53d6\u9650\u5236\uff08\u5efa\u8bae\u63a7\u5236\u5728\u5408\u7406 Token \u9608\u503c\u5185\uff09\u3002<\/p>\n
            Q3\uff1a\u6821\u9a8c\u5de5\u5177\u652f\u6301\u672c\u5730\u79c1\u6709\u5316\u90e8\u7f72\u5417\uff1f<\/h3>\n
            \u5f00\u6e90\u7684 CLI \u6821\u9a8c\u811a\u672c\uff08\u57fa\u4e8e Node.js \u6216 Python\uff09\u5b8c\u5168\u652f\u6301\u672c\u5730\u79bb\u7ebf\u8fd0\u884c\u3002\u4f60\u53ef\u4ee5\u5c06\u5176\u6574\u5408\u5230 GitHub Actions \u6216 GitLab CI \u6d41\u6c34\u7ebf\u4e2d\uff0c\u5b9e\u73b0\u201c\u63d0\u4ea4\u5373\u6821\u9a8c\uff0c\u62a5\u9519\u5373\u963b\u65ad\u201d\u7684\u81ea\u52a8\u5316\u7ba1\u63a7\u3002<\/p>\n