{"id":4133,"date":"2026-11-09T11:20:40","date_gmt":"2026-11-09T03:20:40","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/llm-zhihu-folding\/"},"modified":"2026-11-09T11:20:40","modified_gmt":"2026-11-09T03:20:40","slug":"llm-zhihu-folding","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/llm-zhihu-folding\/","title":{"rendered":"\u5927\u6a21\u578b\u8054\u7f51\u641c\u7d22\u77e5\u4e4e\u56de\u7b54\u6298\u53e0\u673a\u5236"},"content":{"rendered":"<p><em>\u4f5c\u8005\uff1aMaxAEO\uff5c\u53d1\u5e03\u65e5\u671f\uff1a2026-11-09\uff5c\u66f4\u65b0\u65e5\u671f\uff1a2026-11-09<\/em><\/p>\n<p>\u5f88\u591a\u4f01\u4e1a\u53d1\u73b0\uff1a\u77e5\u4e4e\u56de\u7b54\u660e\u660e\u6709\u8d5e\u540c\u3001\u6709\u641c\u7d22\u6392\u540d\uff0cDeepSeek\u3001\u8c46\u5305\u6216\u5176\u4ed6\u5927\u6a21\u578b\u5374\u4e0d\u5f15\u7528\u3002\u6838\u5fc3\u539f\u56e0\u4e4b\u4e00\uff0c\u662f\u56de\u7b54\u5728\u77e5\u4e4e\u9875\u9762\u4e0a\u5904\u4e8e\u6298\u53e0\u3001\u4e0d\u53ef\u76f4\u63a5\u5c55\u5f00\u6216\u5185\u5bb9\u4e3b\u4f53\u4e0d\u6613\u88ab\u6293\u53d6\u7684\u72b6\u6001\u3002\u7406\u89e3<strong>\u5927\u6a21\u578b\u8054\u7f51\u641c\u7d22\u77e5\u4e4e\u56de\u7b54\u6298\u53e0\u673a\u5236<\/strong>\uff0c\u4e0d\u80fd\u53ea\u770b\u201c\u767e\u5ea6\u80fd\u4e0d\u80fd\u641c\u5230\u201d\uff0c\u8fd8\u8981\u5224\u65ad\u6a21\u578b\u662f\u5426\u80fd\u83b7\u53d6\u3001\u7406\u89e3\u5e76\u9a8c\u8bc1\u56de\u7b54\u6b63\u6587\u3002<\/p>\n<figure 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href=\"https:\/\/help.aliyun.com\/zh\/model-studio\/web-search\/\">help.aliyun.com<\/a>)<\/p>\n<p>\u77e5\u4e4e\u56de\u7b54\u88ab\u6298\u53e0\u540e\uff0c\u5f71\u54cd\u4e3b\u8981\u4f53\u73b0\u5728\u56db\u4e2a\u65b9\u9762\uff1a<\/p>\n<ol>\n<li><strong>\u6b63\u6587\u6293\u53d6\u4e0d\u5b8c\u6574<\/strong>\uff1a\u641c\u7d22\u7cfb\u7edf\u53ef\u80fd\u53ea\u80fd\u53d6\u5f97\u6807\u9898\u3001\u6458\u8981\u6216\u9996\u6bb5\u3002<\/li>\n<li><strong>\u8bc1\u636e\u94fe\u65ad\u88c2<\/strong>\uff1a\u6a21\u578b\u65e0\u6cd5\u770b\u5230\u8bba\u636e\u3001\u6570\u636e\u3001\u6848\u4f8b\u548c\u7ed3\u8bba\u4e4b\u95f4\u7684\u5b8c\u6574\u5173\u7cfb\u3002<\/li>\n<li><strong>\u76f8\u5173\u6027\u8bc4\u5206\u4e0b\u964d<\/strong>\uff1a\u53ea\u6709\u6807\u9898\u5339\u914d\uff0c\u6b63\u6587\u65e0\u6cd5\u652f\u6491\u7528\u6237\u95ee\u9898\uff0c\u9875\u9762\u53ef\u80fd\u88ab\u5224\u5b9a\u4e3a\u4f4e\u76f8\u5173\u3002<\/li>\n<li><strong>\u5f15\u7528\u98ce\u9669\u4e0a\u5347<\/strong>\uff1a\u5f53\u6765\u6e90\u5185\u5bb9\u65e0\u6cd5\u7a33\u5b9a\u8bbf\u95ee\u65f6\uff0c\u6a21\u578b\u66f4\u503e\u5411\u9009\u62e9\u5b98\u7f51\u3001\u5a92\u4f53\u6216\u5176\u4ed6\u53ef\u5b8c\u6574\u89e3\u6790\u9875\u9762\u3002<\/li>\n<\/ol>\n<p>\u56e0\u6b64\uff0c\u201c\u77e5\u4e4e\u641c\u7d22\u7ed3\u679c\u91cc\u6709\u8fd9\u6761\u56de\u7b54\u201d\u4e0d\u7b49\u4e8e\u201c\u8054\u7f51\u5927\u6a21\u578b\u4e00\u5b9a\u4f1a\u5f15\u7528\u8fd9\u6761\u56de\u7b54\u201d\u3002MaxAEO\u5728\u5173\u4e8e\u77e5\u4e4e\u5185\u5bb9AI\u5f15\u7528\u7684\u5206\u6790\u4e2d\u4e5f\u7279\u522b\u5f3a\u8c03\uff1a\u641c\u7d22\u53ef\u89c1\u3001\u6a21\u578b\u590d\u8ff0\u548c\u771f\u5b9e\u5f15\u7528\u662f\u4e09\u4e2a\u4e0d\u540c\u6982\u5ff5\uff0c\u5fc5\u987b\u67e5\u770b\u5177\u4f53\u6765\u6e90\u94fe\u63a5\u3001\u539f\u59cb\u56de\u7b54\u548c\u5bf9\u5e94\u652f\u6491\u53e5\u5b50\u3002(<a href=\"https:\/\/maxaeo.cn\/blog\/zhihu-ai-citations\/\">maxaeo.cn<\/a>)<\/p>\n<h2>\u6298\u53e0\u3001\u4e0d\u53ef\u89c1\u4e0e\u672a\u88ab\u5f15\u7528\u6709\u4ec0\u4e48\u533a\u522b<\/h2>\n<p>\u8fd9\u4e09\u79cd\u60c5\u51b5\u7ecf\u5e38\u88ab\u6df7\u4e3a\u4e00\u8c08\uff0c\u4f46\u6392\u67e5\u8def\u5f84\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<h3>\u88ab\u6298\u53e0<\/h3>\n<p>\u56de\u7b54\u4ecd\u7136\u5b58\u5728\uff0c\u7528\u6237\u53ef\u80fd\u901a\u8fc7\u201c\u5c55\u5f00\u9605\u8bfb\u5168\u6587\u201d\u6216\u5176\u4ed6\u64cd\u4f5c\u67e5\u770b\u3002\u5b83\u7684\u4e3b\u8981\u95ee\u9898\u662f<strong>\u6293\u53d6\u94fe\u8def\u53d8\u957f<\/strong>\uff0c\u4e0d\u540c\u641c\u7d22\u5f15\u64ce\u3001\u4e0d\u540c\u6a21\u578b\u548c\u4e0d\u540c\u8bbf\u95ee\u72b6\u6001\u4e0b\uff0c\u83b7\u53d6\u7ed3\u679c\u53ef\u80fd\u4e0d\u4e00\u81f4\u3002<\/p>\n<h3>\u88ab\u9650\u5236\u8bbf\u95ee<\/h3>\n<p>\u4f8b\u5982\u672a\u767b\u5f55\u7528\u6237\u53ea\u80fd\u770b\u5230\u90e8\u5206\u5185\u5bb9\uff0c\u6216\u8005\u9875\u9762\u9700\u8981\u989d\u5916\u9a8c\u8bc1\u3002\u5373\u4f7f\u641c\u7d22\u7ed3\u679c\u4fdd\u7559\u4e86\u6458\u8981\uff0c\u6a21\u578b\u4e5f\u672a\u5fc5\u80fd\u8bfb\u53d6\u5b8c\u6574\u6b63\u6587\u3002\u77e5\u4e4e\u66fe\u51fa\u73b0\u8fc7\u975e\u767b\u5f55\u72b6\u6001\u4e0b\u96be\u4ee5\u67e5\u770b\u56de\u7b54\u5168\u6587\u3001\u9875\u9762\u6293\u53d6\u6761\u4ef6\u53d8\u5316\u7684\u60c5\u51b5\uff0c\u5916\u90e8\u89c2\u5bdf\u8005\u666e\u904d\u5c06\u5176\u89c6\u4e3a\u5185\u5bb9\u53ef\u8bbf\u95ee\u6027\u4e0b\u964d\u3002(<a href=\"https:\/\/zh.wikipedia.org\/wiki\/%E7%9F%A5%E4%B9%8E\">zh.wikipedia.org<\/a>)<\/p>\n<h3>\u6b63\u5e38\u53ef\u89c1\u4f46\u6ca1\u6709\u88ab\u5f15\u7528<\/h3>\n<p>\u8fd9\u4e0d\u4e00\u5b9a\u662f\u5e73\u53f0\u95ee\u9898\u3002\u53ef\u80fd\u539f\u56e0\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u7528\u6237\u95ee\u9898\u4e0e\u56de\u7b54\u4e3b\u9898\u4e0d\u5b8c\u5168\u5339\u914d\uff1b<\/li>\n<li>\u56de\u7b54\u7f3a\u5c11\u660e\u786e\u7ed3\u8bba\uff0c\u6a21\u578b\u96be\u4ee5\u63d0\u53d6\uff1b<\/li>\n<li>\u540c\u7c7b\u9875\u9762\u6709\u66f4\u6743\u5a01\u6216\u66f4\u65b0\u7684\u4fe1\u6e90\uff1b<\/li>\n<li>\u56de\u7b54\u4e2d\u7684\u54c1\u724c\u3001\u4ea7\u54c1\u548c\u5b9e\u4f53\u5173\u7cfb\u4e0d\u6e05\u695a\uff1b<\/li>\n<li>\u5927\u6a21\u578b\u672c\u6b21\u68c0\u7d22\u6ca1\u6709\u53ec\u56de\u8be5\u9875\u9762\u3002<\/li>\n<\/ul>\n<p>\u6240\u4ee5\uff0c\u4fee\u590d\u524d\u4e0d\u80fd\u76f4\u63a5\u8ba4\u5b9a\u201c\u6ca1\u88ab\u5f15\u7528\u5c31\u662f\u77e5\u4e4e\u6298\u53e0\u5bfc\u81f4\u201d\u3002<\/p>\n<h2>\u4e00\u4e2a\u66f4\u5b9e\u7528\u7684\u5224\u65ad\u6846\u67b6\uff1a\u53ef\u89c1\u6027\u56db\u5c42\u6a21\u578b<\/h2>\n<p>\u76f8\u8f83\u4e8e\u53ea\u5224\u65ad\u201c\u6709\u6ca1\u6709\u6298\u53e0\u201d\uff0c\u66f4\u6709\u6548\u7684\u505a\u6cd5\u662f\u628a\u77e5\u4e4e\u56de\u7b54\u62c6\u6210\u56db\u5c42\uff1a<\/p>\n<h3>\u7b2c\u4e00\u5c42\uff1a\u5165\u53e3\u53ef\u53d1\u73b0<\/h3>\n<p>\u56de\u7b54\u662f\u5426\u80fd\u901a\u8fc7\u77e5\u4e4e\u7ad9\u5185\u641c\u7d22\u3001\u767e\u5ea6\u6216\u5176\u4ed6\u641c\u7d22\u5f15\u64ce\u68c0\u7d22\u5230\uff1f\u6807\u9898\u662f\u5426\u51c6\u786e\u8986\u76d6\u7528\u6237\u95ee\u9898\uff1f\u95ee\u9898\u9875\u548c\u56de\u7b54\u9875\u662f\u5426\u80fd\u88ab\u533a\u5206\uff1f<\/p>\n<h3>\u7b2c\u4e8c\u5c42\uff1a\u6b63\u6587\u53ef\u8bfb\u53d6<\/h3>\n<p>\u641c\u7d22\u7cfb\u7edf\u80fd\u5426\u83b7\u53d6\u5b8c\u6574\u6b63\u6587\uff1f\u662f\u5426\u5fc5\u987b\u767b\u5f55\u3001\u70b9\u51fb\u5c55\u5f00\u3001\u6267\u884c\u811a\u672c\u6216\u7ecf\u8fc7\u591a\u6b21\u8df3\u8f6c\uff1f<\/p>\n<h3>\u7b2c\u4e09\u5c42\uff1a\u89c2\u70b9\u53ef\u7406\u89e3<\/h3>\n<p>\u56de\u7b54\u662f\u5426\u5728\u524d\u51e0\u6bb5\u660e\u786e\u7ed9\u51fa\u7ed3\u8bba\uff1f\u5173\u952e\u4e8b\u5b9e\u662f\u5426\u6709\u6570\u5b57\u3001\u65f6\u95f4\u3001\u5bf9\u8c61\u548c\u9002\u7528\u6761\u4ef6\uff1f\u5982\u679c\u6a21\u578b\u53ea\u80fd\u62bd\u53d6\u9996\u6bb5\uff0c\u9996\u6bb5\u662f\u5426\u4ecd\u7136\u81ea\u6d3d\uff1f<\/p>\n<h3>\u7b2c\u56db\u5c42\uff1a\u6765\u6e90\u53ef\u9a8c\u8bc1<\/h3>\n<p>\u56de\u7b54\u662f\u5426\u5f15\u7528\u4e86\u5b98\u7f51\u3001\u653f\u7b56\u3001\u516c\u5f00\u62a5\u544a\u6216\u539f\u59cb\u6848\u4f8b\uff1f\u9875\u9762\u4e2d\u7684\u54c1\u724c\u63cf\u8ff0\u80fd\u5426\u88ab\u5176\u4ed6\u4fe1\u6e90\u4ea4\u53c9\u9a8c\u8bc1\uff1f<\/p>\n<p>\u8fd9\u56db\u5c42\u4e2d\uff0c\u524d\u4e24\u5c42\u51b3\u5b9a\u201c\u80fd\u4e0d\u80fd\u88ab\u770b\u5230\u201d\uff0c\u540e\u4e24\u5c42\u51b3\u5b9a\u201c\u503c\u4e0d\u503c\u5f97\u88ab\u5f15\u7528\u201d\u3002\u53ea\u6709\u89e3\u51b3\u6298\u53e0\uff0c\u5e76\u4e0d\u80fd\u81ea\u52a8\u5e26\u6765AI\u63a8\u8350\u3002<\/p>\n<h2>\u5982\u4f55\u964d\u4f4e\u77e5\u4e4e\u56de\u7b54\u88ab\u6298\u53e0\u540e\u7684\u5f15\u7528\u635f\u5931<\/h2>\n<h3>1. 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\u628a\u7ed3\u8bba\u524d\u7f6e\u5230\u9996\u6bb5<\/h3>\n<p>\u5efa\u8bae\u91c7\u7528\u201c\u7ed3\u8bba\u2014\u4f9d\u636e\u2014\u6848\u4f8b\u2014\u8fb9\u754c\u201d\u7684\u7ed3\u6784\u3002\u9996\u6bb5\u76f4\u63a5\u56de\u7b54\u95ee\u9898\uff0c\u968f\u540e\u8865\u5145\u6570\u636e\u548c\u89e3\u91ca\u3002\u5373\u4f7f\u6293\u53d6\u7cfb\u7edf\u53ea\u4fdd\u7559\u6458\u8981\uff0c\u4e5f\u80fd\u83b7\u5f97\u4e00\u6bb5\u5b8c\u6574\u3001\u53ef\u5f15\u7528\u7684\u4fe1\u606f\u3002<\/p>\n<h3>3. \u5220\u9664\u9ad8\u98ce\u9669\u8868\u8fbe\u548c\u91cd\u590d\u8425\u9500<\/h3>\n<p>\u907f\u514d\u5938\u5f20\u627f\u8bfa\u3001\u65e0\u4f9d\u636e\u6392\u540d\u3001\u5bc6\u96c6\u54c1\u724c\u8bcd\u3001\u660e\u663e\u5bfc\u6d41\u8bdd\u672f\u548c\u4e0e\u95ee\u9898\u65e0\u5173\u7684\u63a8\u5e7f\u5185\u5bb9\u3002\u77e5\u4e4e\u5185\u5bb9\u88abAI\u5f15\u7528\u6307\u5357\u901a\u5e38\u4e5f\u5efa\u8bae\u56f4\u7ed5\u771f\u5b9e\u95ee\u9898\u63d0\u4f9b\u5b8c\u6574\u56de\u7b54\uff0c\u800c\u4e0d\u662f\u5c06\u56de\u7b54\u5199\u6210\u5e7f\u544a\u9875\u3002(<a href=\"https:\/\/www.cnexpintel.com\/zhihu-geo-optimization-guide\/\">cnexpintel.com<\/a>)<\/p>\n<h3>4. \u5efa\u7acb\u53ef\u66ff\u4ee3\u4fe1\u6e90<\/h3>\n<p>\u77e5\u4e4e\u9002\u5408\u627f\u8f7d\u7ecf\u9a8c\u3001\u89c2\u70b9\u548c\u573a\u666f\u89e3\u91ca\uff0c\u4f46\u4e0d\u5e94\u627f\u62c5\u552f\u4e00\u8bc1\u636e\u6765\u6e90\u3002\u54c1\u724c\u5b98\u7f51\u3001\u4ea7\u54c1\u6587\u6863\u3001\u6848\u4f8b\u9875\u548c\u516c\u5f00\u62a5\u544a\u5e94\u540c\u6b65\u8868\u8fbe\u540c\u4e00\u4e8b\u5b9e\u3002\u8fd9\u6837\u5373\u4f7f\u77e5\u4e4e\u56de\u7b54\u6298\u53e0\uff0c\u5927\u6a21\u578b\u4ecd\u53ef\u80fd\u4ece\u5176\u4ed6\u9875\u9762\u83b7\u5f97\u4e00\u81f4\u4fe1\u606f\u3002<\/p>\n<h3>5. 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href=\"https:\/\/maxaeo.cn\/blog\/ai-search-evaluation\/\">AI\u641c\u7d22\u6548\u679c\u8bc4\u4f30\uff1a\u6307\u6807\u3001\u91c7\u6837\u3001\u5f52\u56e0\u4e0e\u590d\u76d8\u65b9\u6cd5<\/a>\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\/11\/backend-10190-2.jpg\" alt=\"\u77e5\u4e4e\u56de\u7b54\u5f15\u7528\u94fe\u8def\u4e0eAI\u68c0\u7d22\u5224\u65ad\u6d41\u7a0b\" 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