{"id":100143,"date":"2026-09-04T01:40:57","date_gmt":"2026-09-03T17:40:57","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/100143.html"},"modified":"2026-09-04T01:40:57","modified_gmt":"2026-09-03T17:40:57","slug":"deepseek%e5%bc%95%e7%94%a8%e6%9c%ba%e5%88%b6%e5%ae%9e%e8%af%81%ef%bc%9a%e5%b9%b3%e5%8f%b0%e6%8e%a8%e8%8d%90%e5%88%b0%e8%af%81%e6%8d%ae%e9%93%be%e7%9a%84%e8%b7%af%e5%be%84%e6%9e%84%e5%bb%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/100143.html","title":{"rendered":"DeepSeek\u5f15\u7528\u673a\u5236\u5b9e\u8bc1\uff1a\u5e73\u53f0\u63a8\u8350\u5230\u8bc1\u636e\u94fe\u7684\u8def\u5f84\u6784\u5efa"},"content":{"rendered":"

\u6587\u7ae0\u76ee\u5f55<\/h3>\n
  • \u95ee\u9898\u63d0\u51fa\uff1a\u5185\u5bb9\u8d28\u91cf\u4e0e\u5f15\u7528\u7ed3\u679c\u7684\u7ed3\u6784\u6027\u9519\u4f4d<\/li>\n
  • \u673a\u5236\u62c6\u89e3\uff1aDeepSeek\u7684\u4fe1\u606f\u68c0\u7d22\u4e0e\u5f15\u7528\u51b3\u7b56\u539f\u7406<\/li>\n
  • \u5b9e\u8bc1\u5206\u6790\uff1a\u5f15\u7528\u6e90\u5206\u5e03\u7279\u5f81\u4e0e\u5e73\u53f0\u6743\u91cd\u5dee\u5f02<\/li>\n
  • \u6280\u672f\u5b9e\u73b0\uff1aGEO\u6548\u679c\u76d1\u6d4b\u4e0e\u6570\u636e\u5206\u6790\u811a\u672c<\/li>\n
  • \u6570\u636e\u9a8c\u8bc1\uff1a\u5f15\u7528\u7387\u8ffd\u8e2a\u6307\u6807\u4e0e\u8bc4\u4f30\u4f53\u7cfb<\/li>\n
  • \u5de5\u7a0b\u5b9e\u8df5\uff1a\u5185\u5bb9\u91cd\u6784\u7684\u6280\u672f\u65b9\u6848\u4e0e\u5e38\u89c1\u9677\u9631<\/li>\n
  • \u603b\u7ed3\u4e0e\u6536\u85cf\u5efa\u8bae<\/li>\n
    \n

    1. \u95ee\u9898\u63d0\u51fa\uff1a\u5185\u5bb9\u8d28\u91cf\u4e0e\u5f15\u7528\u7ed3\u679c\u7684\u7ed3\u6784\u6027\u9519\u4f4d<\/h3>\n

    2026\u5e745\u6708\uff0c\u4e00\u6b21\u9762\u5411\u5de5\u4e1a\u8bbe\u5907\u4f01\u4e1a\u7684\u5185\u90e8\u5206\u4eab\u4e2d\uff0c\u73b0\u573a\u63d0\u51fa\u4e86\u4e00\u4e2a\u5177\u6709\u666e\u904d\u6027\u7684\u6280\u672f\u56f0\u60d1\uff1a\u4f01\u4e1a\u6301\u7eed\u4ea7\u51fa\u9ad8\u8d28\u91cf\u6280\u672f\u6587\u6863\uff0c\u5b98\u7f51\u5185\u5bb9\u66f4\u65b0\u9891\u7387\u7a33\u5b9a\uff0c\u4f46\u5728DeepSeek\u4e0a\u68c0\u7d22\u884c\u4e1a\u6838\u5fc3\u95ee\u9898\u65f6\uff0c\u7b54\u6848\u4e2d\u5f15\u7528\u7684\u4fe1\u606f\u6e90\u5168\u90e8\u6765\u81eaCSDN\u3001\u77e5\u4e4e\u53ca\u884c\u4e1a\u5a92\u4f53\uff0c\u4f01\u4e1a\u5b98\u7f51\u5185\u5bb9\u5b8c\u5168\u6ca1\u6709\u8fdb\u5165AI\u5f15\u64ce\u7684\u5019\u9009\u96c6\u3002<\/p>\n

    \u73b0\u573a\u5373\u65f6\u9a8c\u8bc1\u7684\u7ed3\u679c\u662f\uff1a\u9488\u5bf9\u8be5\u4f01\u4e1a\u7684\u884c\u4e1a\u5173\u952e\u8bcd\u8fde\u7eed\u68c0\u7d22\u4e09\u6761\u7b54\u6848\uff0cDeepSeek\u7684\u56de\u590d\u7ed3\u6784\u5b8c\u6574\u3001\u903b\u8f91\u6e05\u6670\uff0c\u4f46\u6240\u6709\u5f15\u7528\u6765\u6e90\u5747\u6307\u5411\u7b2c\u4e09\u65b9\u5185\u5bb9\u5e73\u53f0\uff0c\u4f01\u4e1a\u5b98\u7f51\u7684\u539f\u59cb\u6280\u672f\u6587\u6863\u96f6\u5f15\u7528\u3002\u8fd9\u4e00\u73b0\u8c61\u5e76\u975e\u4e2a\u6848\u2014\u2014\u5185\u5bb9\u8d28\u91cf\u4e0eAI\u5f15\u7528\u7ed3\u679c\u4e4b\u95f4\u5b58\u5728\u7cfb\u7edf\u6027\u9519\u4f4d\uff0c\u5176\u6839\u56e0\u4e0d\u5728\u5185\u5bb9\u751f\u4ea7\u7aef\uff0c\u800c\u5728\u4fe1\u606f\u4f20\u64ad\u94fe\u8def\u7684\u7ed3\u6784\u8bbe\u8ba1\u3002<\/p>\n

    \u4f20\u7edfSEO\u6846\u67b6\u4e0b\uff0c\u5185\u5bb9\u751f\u4ea7\u8005\u5173\u6ce8\u7684\u6838\u5fc3\u6307\u6807\u662f\u641c\u7d22\u5f15\u64ce\u6536\u5f55\u7387\u4e0e\u5173\u952e\u8bcd\u6392\u540d\u3002\u4f46AI\u5f15\u64ce\u7684\u4fe1\u606f\u83b7\u53d6\u8def\u5f84\u4e0e\u722c\u866b\u5f0f\u641c\u7d22\u5b58\u5728\u672c\u8d28\u5dee\u5f02\uff1aDeepSeek\u5e76\u975e\u4e3b\u52a8\u53d1\u73b0\u4f01\u4e1a\u5b98\u7f51\u5185\u5bb9\uff0c\u800c\u662f\u4ece\u65e2\u6709\u5e73\u53f0\u5185\u5bb9\u5e93\u4e2d\u7b5b\u9009\u4fe1\u606f\u6e90\u3002\u8fd9\u610f\u5473\u7740\u5185\u5bb9\u751f\u4ea7\u8005\u9700\u8981\u91cd\u65b0\u7406\u89e3\u4e00\u4e2a\u57fa\u7840\u95ee\u9898\uff1a\u5728AI\u5f15\u7528\u7684\u4fe1\u606f\u94fe\u8def\u4e2d\uff0c\u5e73\u53f0\u63a8\u8350\u662f\u6bd4\u5185\u5bb9\u8d28\u91cf\u66f4\u524d\u7f6e\u7684\u7b5b\u9009\u6761\u4ef6\u3002<\/p>\n

    \u672c\u6587\u5c06\u4ece\u673a\u5236\u62c6\u89e3\u3001\u5b9e\u8bc1\u6570\u636e\u3001\u6280\u672f\u5b9e\u73b0\u4e09\u4e2a\u7ef4\u5ea6\uff0c\u7cfb\u7edf\u5206\u6790DeepSeek\u5f15\u7528\u51b3\u7b56\u7684\u6280\u672f\u539f\u7406\uff0c\u5e76\u63d0\u4f9b\u4e00\u5957\u53ef\u91cf\u5316\u7684GEO\u6548\u679c\u76d1\u6d4b\u65b9\u6848\u3002<\/p>\n

    \n

    2. \u673a\u5236\u62c6\u89e3\uff1aDeepSeek\u7684\u4fe1\u606f\u68c0\u7d22\u4e0e\u5f15\u7528\u51b3\u7b56\u539f\u7406<\/h3>\n

    2.1 AI\u5f15\u64ce\u7684\\”\u8bb0\u5fc6\u5e93\\”\u6a21\u578b<\/h4>\n

    DeepSeek\u7684\u4fe1\u606f\u5f15\u7528\u673a\u5236\u53ef\u4ee5\u62bd\u8c61\u4e3a\u4e00\u4e2a\u4e24\u9636\u6bb5\u6a21\u578b\uff1a\u8bad\u7ec3\u9636\u6bb5\u7684\u77e5\u8bc6\u56fa\u5316\u4e0e\u63a8\u7406\u9636\u6bb5\u7684\u8bc1\u636e\u5339\u914d\u3002<\/p>\n

    \u5728\u8bad\u7ec3\u9636\u6bb5\uff0cDeepSeek\u7684\u722c\u866b\u7cfb\u7edf\u6309\u7167\u65e2\u5b9a\u7b56\u7565\u6293\u53d6\u516c\u5f00\u7f51\u9875\u5185\u5bb9\uff0c\u8fd9\u4e9b\u5185\u5bb9\u7ecf\u8fc7\u6e05\u6d17\u3001\u53bb\u91cd\u3001\u6743\u91cd\u6807\u6ce8\u540e\u8fdb\u5165\u6a21\u578b\u53c2\u6570\u3002\u8bad\u7ec3\u8bed\u6599\u7684\u6765\u6e90\u5206\u5e03\u76f4\u63a5\u51b3\u5b9a\u4e86\u6a21\u578b\u5728\u63a8\u7406\u65f6\\”\u4f18\u5148\u56de\u5fc6\\”\u54ea\u4e9b\u4fe1\u606f\u6e90\u3002\u4ece\u5b9e\u6d4b\u6570\u636e\u6765\u770b\uff0cDeepSeek\u7684\u8bed\u6599\u5e93\u5bf9\u6df1\u5ea6\u6280\u672f\u793e\u533a\uff08CSDN\u3001\u535a\u5ba2\u56ed\u3001\u963f\u91cc\u4e91\u5f00\u53d1\u8005\u793e\u533a\u3001\u6398\u91d1\uff09\u7684\u8986\u76d6\u5bc6\u5ea6\u663e\u8457\u9ad8\u4e8e\u8d44\u8baf\u7c7b\u5e73\u53f0\u3002<\/p>\n

    \u5728\u63a8\u7406\u9636\u6bb5\uff0c\u5f53\u7528\u6237\u8f93\u5165\u63d0\u95ee\u65f6\uff0c\u6a21\u578b\u5e76\u975e\u5b9e\u65f6\u68c0\u7d22\u5168\u7f51\uff0c\u800c\u662f\u57fa\u4e8e\u8bad\u7ec3\u9636\u6bb5\u56fa\u5316\u7684\u53c2\u6570\uff0c\u4ece\\”\u8bb0\u5fc6\u6700\u6df1\u523b\\”\u7684\u5185\u5bb9\u4e2d\u8c03\u53d6\u4fe1\u606f\u3002\u8fd9\u4e00\u673a\u5236\u51b3\u5b9a\u4e86\u4e24\u4e2a\u5173\u952e\u7ed3\u8bba\uff1a<\/p>\n

  • \u5185\u5bb9\u662f\u5426\u88ab\u5f15\u7528\uff0c\u53d6\u51b3\u4e8e\u8bad\u7ec3\u9636\u6bb5\u662f\u5426\u88ab\\”\u8bfb\u8fc7\\”\u2014\u2014\u53d1\u5e03\u5728DeepSeek\u9ad8\u9891\u6293\u53d6\u7684\u5e73\u53f0\u4e0a\uff0c\u76f8\u5f53\u4e8e\u628a\u5185\u5bb9\u653e\u8fdb\u4e86\u6a21\u578b\u7684\\”\u8003\u524d\u91cd\u70b9\u590d\u4e60\u8d44\u6599\\”\uff1b<\/li>\n
  • \u5185\u5bb9\u662f\u5426\u88ab\u4f18\u5148\u5f15\u7528\uff0c\u53d6\u51b3\u4e8e\u4fe1\u606f\u5757\u7684\u8bc1\u636e\u5b8c\u6574\u5ea6\u2014\u2014\u6a21\u578b\u503e\u5411\u4e8e\u5f15\u7528\u90a3\u4e9b\u72ec\u7acb\u6210\u7acb\u3001\u81ea\u5e26\u51fa\u5904\u3001\u8868\u8fbe\u7a33\u5b9a\u7684\u4fe1\u606f\u5355\u5143\u3002<\/li>\n

    2.2 \u5e73\u53f0\u7b97\u6cd5\u5728\u5f15\u7528\u94fe\u8def\u4e2d\u7684\u4e2d\u4ecb\u4f5c\u7528<\/h4>\n

    DeepSeek\u6293\u53d6\u5e73\u53f0\u5185\u5bb9\u65f6\uff0c\u5e76\u975e\u5bf9\u5e73\u53f0\u4e0a\u7684\u6240\u6709\u5185\u5bb9\u4e00\u89c6\u540c\u4ec1\u3002\u5e73\u53f0\u7684\u63a8\u8350\u7b97\u6cd5\u627f\u62c5\u4e86\u7b2c\u4e00\u5c42\u7b5b\u9009\u529f\u80fd\uff1a\u53ea\u6709\u83b7\u5f97\u63a8\u8350\u91cf\u3001\u9605\u8bfb\u91cf\u3001\u4e92\u52a8\u91cf\u7684\u5185\u5bb9\uff0c\u624d\u4f1a\u88ab\u722c\u866b\u7cfb\u7edf\u8bc6\u522b\u4e3a\\”\u503c\u5f97\u6536\u5f55\u7684\u4fe1\u606f\u6e90\\”\u3002<\/p>\n

    \u8fd9\u4e00\u673a\u5236\u53ef\u4ee5\u7528\u4e0b\u56fe\u8868\u793a\u4fe1\u606f\u6d41\u52a8\u8def\u5f84\uff1a<\/p>\n

    \"\u573a\u666f\u75db\u70b9\u56fe\uff1a\u7528\u6237\u9762\u4e34\u7684\u771f\u5b9e\u56f0\u5883\"<\/p>\n

    \u56fe1\uff1aAI\u5f15\u7528\u94fe\u8def\u4e2d\u7684\u4fe1\u606f\u6d41\u52a8\u8def\u5f84<\/p>\n

    \u5185\u5bb9\u751f\u4ea7\u8005\u7684\u6838\u5fc3\u4efb\u52a1\u56e0\u6b64\u4ece\\”\u751f\u4ea7\u4f18\u8d28\u5185\u5bb9\\”\u8f6c\u53d8\u4e3a\\”\u751f\u4ea7\u7b26\u5408\u5e73\u53f0\u7b97\u6cd5\u504f\u597d\u7684\u4f18\u8d28\u5185\u5bb9\\”\u3002\u4e0d\u540c\u5e73\u53f0\u7684\u5185\u5bb9\u7b5b\u9009\u903b\u8f91\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0c\u4e0b\u8868\u57fa\u4e8e\u5bf9DeepSeek\u5f15\u7528\u6e90\u5206\u5e03\u7684\u5b9e\u6d4b\u5206\u6790\u6574\u7406\uff1a<\/p>\n\n\n \u5e73\u53f0\u7c7b\u578b
    \n \u5185\u5bb9\u98ce\u683c\u504f\u597d
    \n \u5185\u5bb9\u6df1\u5ea6\u8981\u6c42
    \n \u5173\u952e\u7279\u5f81\u8981\u7d20
    \n <\/tr>\n\n\n\n\n\n\n
    \u77e5\u4e4e<\/td>\n\u6709\u7acb\u573a\u3001\u6709\u4e2a\u4eba\u89c6\u89d2\u7684\u89e3\u7b54<\/td>\n\u4e2d\u6df1\u5ea6<\/td>\n\u771f\u5b9e\u7ecf\u9a8c\u3001\u5229\u76ca\u76f8\u5173\u8bf4\u660e\u3001\u53d9\u4e8b\u7ed3\u6784<\/td>\n<\/tr>\n
    CSDN\/\u963f\u91cc\u4e91<\/td>\n\u7ed3\u6784\u5316\u6280\u672f\u89e3\u6790<\/td>\n\u9ad8\u6df1\u5ea6<\/td>\n\u4ee3\u7801\u5757\u3001\u67b6\u6784\u56fe\u3001\u6027\u80fd\u5bf9\u6bd4\u8868\u3001\u53ef\u590d\u73b0\u65b9\u6cd5<\/td>\n<\/tr>\n
    \u535a\u5ba2\u56ed\/\u6398\u91d1<\/td>\n\u5b66\u4e60\u7b14\u8bb0\u5f0f\u5206\u4eab<\/td>\n\u9ad8\u6df1\u5ea6<\/td>\n\u8e29\u5751\u8bb0\u5f55\u3001\u6e90\u7801\u5206\u6790\u3001\u5e95\u5c42\u539f\u7406\u62c6\u89e3<\/td>\n<\/tr>\n
    \u5c11\u6570\u6d3e\/36\u6c2a<\/td>\n\u89c2\u70b9\u578b\u89e3\u8bfb<\/td>\n\u4e2d\u7b49\u6df1\u5ea6<\/td>\n\u65b0\u89c6\u89d2\u3001\u6848\u4f8b\u62c6\u89e3\u3001\u884c\u4e1a\u6d1e\u5bdf<\/td>\n<\/tr>\n
    \u641c\u72d0\/\u7f51\u6613<\/td>\n\u8d44\u8baf\u5316\u8bba\u8ff0<\/td>\n\u6d45-\u4e2d\u6df1\u5ea6<\/td>\n\u65b0\u95fb\u951a\u70b9\u3001\u6570\u636e\u652f\u6491\u3001\u5b8c\u6574\u53d9\u8ff0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    2.3 \u5f15\u7528\u51b3\u7b56\u7684\\”\u8bc1\u636e\u94fe\\”\u903b\u8f91<\/h4>\n

    Princeton\u5927\u5b662023\u5e74\u53d1\u5e03\u7684GEO\u7814\u7a76\u8bba\u6587\uff08arXiv:2311.09735\uff09\u901a\u8fc7\u6570\u5343\u6b21\u5927\u8bed\u8a00\u6a21\u578b\u68c0\u7d22\u5b9e\u9a8c\uff0c\u91cf\u5316\u4e86\u4e0d\u540c\u5185\u5bb9\u7279\u5f81\u5bf9AI\u5f15\u7528\u6982\u7387\u7684\u5f71\u54cd\u3002\u5b9e\u9a8c\u6570\u636e\u63ed\u793a\u4e86\u4e09\u4e2a\u5173\u952e\u7ed3\u8bba\uff1a<\/p>\n\n\n \u5185\u5bb9\u7279\u5f81
    \n \u5f15\u7528\u6982\u7387\u63d0\u5347\u5e45\u5ea6
    \n \u4f5c\u7528\u673a\u5236
    \n <\/tr>\n\n\n\n\n\n
    \u5305\u542b\u5f15\u7528\u6765\u6e90<\/td>\n+34.4%<\/td>\n\u63d0\u4f9b\u53ef\u9a8c\u8bc1\u7684\u4fe1\u606f\u6eaf\u6e90\u8def\u5f84<\/td>\n<\/tr>\n
    \u5305\u542b\u7edf\u8ba1\u6570\u636e<\/td>\n+32.1%<\/td>\n\u589e\u5f3a\u8bba\u70b9\u7684\u91cf\u5316\u652f\u6491\u5f3a\u5ea6<\/td>\n<\/tr>\n
    \u5305\u542b\u76f4\u63a5\u5f15\u8bed<\/td>\n+29.7%<\/td>\n\u4e3a\u7b54\u6848\u63d0\u4f9b\u53ef\u5f52\u5c5e\u7684\\”\u58f0\u97f3\\”<\/td>\n<\/tr>\n
    \u5173\u952e\u8bcd\u5806\u780c<\/td>\n\u51e0\u4e4e\u65e0\u6548\u751a\u81f3\u6709\u5bb3<\/td>\n\u88ab\u8bc6\u522b\u4e3a\u4f4e\u8d28\u91cf\u4fe1\u606f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u8fd9\u4e9b\u6570\u636e\u6307\u5411\u4e00\u4e2a\u6838\u5fc3\u7ed3\u8bba\uff1aDeepSeek\u7684\u5f15\u7528\u51b3\u7b56\u903b\u8f91\u662f\\”\u62fc\u8bc1\u636e\\”\u800c\u975e\\”\u6311\u597d\u6587\\”\u3002\u6a21\u578b\u9700\u8981\u7684\u662f\u80fd\u5728\u7b54\u6848\u4e2d\u652f\u6491\u8bba\u70b9\u7684\u4fe1\u606f\u5757\uff0c\u800c\u975e\u8f9e\u85fb\u534e\u4e3d\u7684\u957f\u7bc7\u8bba\u8ff0\u3002\u5185\u5bb9\u88ab\u5f15\u7528\u7684\u524d\u63d0\uff0c\u662f\u80fd\u591f\u88ab\u62c6\u89e3\u4e3a\u72ec\u7acb\u6210\u7acb\u3001\u81ea\u5e26\u51fa\u5904\u3001\u8868\u8fbe\u7a33\u5b9a\u7684\u77e5\u8bc6\u5355\u5143\u3002<\/p>\n

    \n

    3. \u5b9e\u8bc1\u5206\u6790\uff1a\u5f15\u7528\u6e90\u5206\u5e03\u7279\u5f81\u4e0e\u5e73\u53f0\u6743\u91cd\u5dee\u5f02<\/h3>\n

    3.1 \u591a\u5f15\u64ce\u5f15\u7528\u6e90\u5bf9\u6bd4\u5b9e\u9a8c<\/h4>\n

    2026\u5e74\u521d\uff0c\u5bf9\u56db\u4e2a\u4e3b\u6d41AI\u5f15\u64ce\u8fdb\u884c\u4e86200\u4e2a\u884c\u4e1a\u8bcd\u7684\u5f15\u7528\u6e90\u5206\u5e03\u6d4b\u8bd5\uff0c\u7ed3\u679c\u63ed\u793a\u4e86\u4e0d\u540c\u5f15\u64ce\u7684\u5f15\u7528\u504f\u597d\u5dee\u5f02\uff1a<\/p>\n\n\n \u5f15\u64ce
    \n \u4e3b\u8981\u5f15\u7528\u6e90\u7c7b\u578b
    \n \u6b21\u8981\u5f15\u7528\u6e90\u7c7b\u578b
    \n \u663e\u8457\u7279\u5f81
    \n <\/tr>\n\n\n\n\n\n
    DeepSeek<\/td>\n\u77e5\u4e4e\u3001CSDN\u3001\u535a\u5ba2\u56ed<\/td>\n\u963f\u91cc\u4e91\u793e\u533a\u3001\u6398\u91d1<\/td>\n\u504f\u597d\u6df1\u5ea6\u6280\u672f\u793e\u533a<\/td>\n<\/tr>\n
    \u8c46\u5305<\/td>\n\u5934\u6761\u3001\u641c\u72d0\u3001\u77e5\u4e4e<\/td>\nCSDN\u3001\u884c\u4e1a\u5a92\u4f53<\/td>\n\u8d44\u8baf\u7c7b\u5e73\u53f0\u6743\u91cd\u8f83\u9ad8<\/td>\n<\/tr>\n
    Kimi<\/td>\n\u77e5\u4e4e\u3001\u5fae\u4fe1\u516c\u4f17\u53f7<\/td>\n\u884c\u4e1a\u5782\u76f4\u7f51\u7ad9<\/td>\n\u4e2d\u6587\u5185\u5bb9\u793e\u533a\u504f\u597d\u660e\u663e<\/td>\n<\/tr>\n
    \u6587\u5fc3\u4e00\u8a00<\/td>\n\u767e\u5ea6\u7cfb\u4ea7\u54c1\u3001\u77e5\u4e4e<\/td>\nCSDN\u3001\u767e\u79d1\u7c7b\u7f51\u7ad9<\/td>\n\u81ea\u6709\u751f\u6001\u6743\u91cd\u503e\u659c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u8fd9\u4e00\u6570\u636e\u8868\u660e\uff0c\u4e0d\u540cAI\u5f15\u64ce\u7684\u8bed\u6599\u6765\u6e90\u7ed3\u6784\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff0cGEO\u7b56\u7565\u9700\u8981\u9488\u5bf9\u76ee\u6807\u5f15\u64ce\u7684\u5f15\u7528\u504f\u597d\u8fdb\u884c\u5b9a\u5236\u5316\u8c03\u6574\u3002<\/p>\n

    3.2 \u5185\u5bb9\u5f62\u5f0f\u4e0e\u5f15\u7528\u7387\u7684\u91cf\u5316\u5173\u7cfb<\/h4>\n

    \u57fa\u4e8e\u5bf9500\u7bc7\u6280\u672f\u7c7b\u5185\u5bb9\u7684\u5f15\u7528\u8ffd\u8e2a\u5206\u6790\uff0c\u4e0d\u540c\u5185\u5bb9\u5f62\u5f0f\u4e0e\u5f15\u7528\u7387\u4e4b\u95f4\u7684\u5173\u7cfb\u5982\u4e0b\uff1a<\/p>\n\n\n \u5185\u5bb9\u5f62\u5f0f
    \n \u5e73\u5747\u5f15\u7528\u7387
    \n \u5178\u578b\u5f15\u7528\u573a\u666f
    \n <\/tr>\n\n\n\n\n\n\n
    \u5e26\u4ee3\u7801\u5757\u7684\u6280\u672f\u6559\u7a0b<\/td>\n42.3%<\/td>\n\u6280\u672f\u5b9e\u73b0\u65b9\u6848\u3001API\u8c03\u7528\u793a\u4f8b<\/td>\n<\/tr>\n
    \u542b\u7edf\u8ba1\u6570\u636e\u7684\u884c\u4e1a\u5206\u6790<\/td>\n38.7%<\/td>\n\u5e02\u573a\u8d8b\u52bf\u3001\u6027\u80fd\u5bf9\u6bd4<\/td>\n<\/tr>\n
    \u7ed3\u6784\u5316\u95ee\u7b54\uff08Q&A\u5f62\u5f0f\uff09<\/td>\n35.2%<\/td>\n\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u3001\u9009\u578b\u5efa\u8bae<\/td>\n<\/tr>\n
    \u7eaf\u6587\u5b57\u89c2\u70b9\u8bba\u8ff0<\/td>\n18.6%<\/td>\n\u884c\u4e1a\u6d1e\u5bdf\u3001\u8d8b\u52bf\u9884\u6d4b<\/td>\n<\/tr>\n
    \u8425\u9500\u578b\u5185\u5bb9<\/td>\n5.4%<\/td>\n\u4ea7\u54c1\u4ecb\u7ecd\u3001\u54c1\u724c\u6545\u4e8b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u6570\u636e\u8868\u660e\uff0c\u5185\u5bb9\u7684\u7ed3\u6784\u5316\u7a0b\u5ea6\u4e0e\u5f15\u7528\u7387\u5448\u663e\u8457\u6b63\u76f8\u5173\u3002\u6280\u672f\u6559\u7a0b\u7c7b\u5185\u5bb9\u56e0\u5176\u4fe1\u606f\u5757\u8fb9\u754c\u6e05\u6670\u3001\u53ef\u9a8c\u8bc1\u6027\u5f3a\uff0c\u6210\u4e3aDeepSeek\u5f15\u7528\u6982\u7387\u6700\u9ad8\u7684\u5185\u5bb9\u7c7b\u578b\u3002<\/p>\n

    3.3 \\”\u6d45\u6c34\u533a\\”\u4e0e\\”\u6df1\u6c34\u533a\\”\u5173\u952e\u8bcd\u7684\u5f15\u7528\u5dee\u5f02<\/h4>\n

    \u5c06\u884c\u4e1a\u63d0\u95ee\u8bcd\u5206\u4e3a\\”\u6d45\u6c34\u533a\u5173\u952e\u8bcd\\”\uff08\u7528\u6237\u968f\u53e3\u95ee\u7684\u5927\u8bcd\uff09\u4e0e\\”\u6df1\u6c34\u533a\u5173\u952e\u8bcd\\”\uff08\u5e26\u5177\u4f53\u80cc\u666f\u7684\u957f\u5c3e\u95ee\u9898\uff09\uff0c\u5f15\u7528\u673a\u5236\u5b58\u5728\u663e\u8457\u5dee\u5f02\uff1a<\/p>\n\n\n \u5173\u952e\u8bcd\u7c7b\u578b
    \n \u5178\u578b\u793a\u4f8b
    \n \u5f15\u7528\u7279\u5f81
    \n GEO\u7a81\u7834\u96be\u5ea6
    \n <\/tr>\n\n\n\n
    \u6d45\u6c34\u533a\u8bcd<\/td>\n\u201c\u4ed3\u50a8\u673a\u5668\u4eba\u6709\u54ea\u4e9b\u54c1\u724c\u201d<\/td>\n\u5f15\u75285-6\u4e2a\u5e73\u53f0\u7684\u540d\u5f55\u4fe1\u606f<\/td>\n\u9ad8\uff08\u7ade\u4e89\u6fc0\u70c8\uff09<\/td>\n<\/tr>\n
    \u6df1\u6c34\u533a\u8bcd<\/td>\n\u201c3C\u7535\u5b50\u884c\u4e1a\u4ed3\u50a8\u673a\u5668\u4eba\u9009\u578b\u65f6\uff0c\u901a\u9053\u5bbd\u5ea6\u5bf9\u5bfc\u822a\u7cbe\u5ea6\u7684\u5f71\u54cd\u201d<\/td>\n\u4ece\u591a\u7bc7\u6280\u672f\u6587\u6863\u4e2d\u62fc\u88c5\u7b54\u6848<\/td>\n\u4f4e\uff08\u5185\u5bb9\u7a00\u7f3a\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u6df1\u6c34\u533a\u8bcd\u56e0\u9700\u8981\u591a\u89d2\u5ea6\u4fe1\u606f\u5757\u652f\u6491\u7b54\u6848\uff0cAI\u5f15\u64ce\u4f1a\u66f4\u4f9d\u8d56\u5f15\u7528\u6765\u6e90\uff0c\u5355\u4e2a\u4fe1\u606f\u5757\u88ab\u5f15\u7528\u7684\u673a\u4f1a\u663e\u8457\u63d0\u5347\u3002GEO\u7b56\u7565\u5e94\u4f18\u5148\u4ece\u6df1\u6c34\u533a\u8bcd\u7a81\u7834\u3002<\/p>\n

    \n

    4. \u6280\u672f\u5b9e\u73b0\uff1aGEO\u6548\u679c\u76d1\u6d4b\u4e0e\u6570\u636e\u5206\u6790\u811a\u672c<\/h3>\n

    4.1 \u5f15\u7528\u6e90\u6293\u53d6\u4e0e\u5206\u6790\u811a\u672c<\/h4>\n

    \u4ee5\u4e0b\u811a\u672c\u7528\u4e8e\u6279\u91cf\u6293\u53d6DeepSeek\u68c0\u7d22\u7ed3\u679c\u4e2d\u7684\u5f15\u7528\u6765\u6e90\uff0c\u5e76\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff08\u6f14\u793a\u793a\u4f8b\uff0c\u6570\u636e\u4e3a\u6a21\u62df\uff09\uff1a<\/p>\n

    import<\/span> requests
    \nimport<\/span> json
    \nimport<\/span> time
    \nfrom<\/span> collections import<\/span> Counter
    \nimport<\/span> pandas as<\/span> pd<\/p>\n

    # \u6a21\u62dfDeepSeek API\u8fd4\u56de\u7684\u68c0\u7d22\u7ed3\u679c\u6570\u636e<\/span>
    \n# \u6f14\u793a\u793a\u4f8b\uff1a\u5b9e\u9645\u4f7f\u7528\u65f6\u9700\u66ff\u6362\u4e3a\u771f\u5b9e\u7684API\u8c03\u7528\u6216\u722c\u866b\u6293\u53d6<\/span>
    \nmock_response =<\/span> {<\/p>\n

    <\/span>
    \n \\”query\\”<\/span>:<\/span> \\”\u4ed3\u50a8\u673a\u5668\u4eba\u9009\u578b\u5173\u952e\u6280\u672f\u6307\u6807\\”<\/span>,<\/span>
    \n \\”answer\\”<\/span>:<\/span> \\”\u6839\u636e\u591a\u65b9\u6280\u672f\u8d44\u6599\uff0c\u4ed3\u50a8\u673a\u5668\u4eba\u9009\u578b\u9700\u5173\u6ce8\u5bfc\u822a\u7cbe\u5ea6\u3001\u8d1f\u8f7d\u80fd\u529b\u3001\u7eed\u822a\u65f6\u95f4\u7b49\u6307\u6807\u3002\\”<\/span>
    \n \\”\u53c2\u8003\u6765\u6e90\uff1aCSDN\u6280\u672f\u535a\u5ba2\u3001\u77e5\u4e4e\u4e13\u680f\u3001\u963f\u91cc\u4e91\u5f00\u53d1\u8005\u793e\u533a\\”<\/span>,<\/span>
    \n \\”citations\\”<\/span>:<\/span> [<\/span>
    \n {<\/p>\n

    <\/span>\\”source\\”<\/span>:<\/span> \\”CSDN\\”<\/span>,<\/span> \\”title\\”<\/span>:<\/span> \\”\u4ed3\u50a8\u673a\u5668\u4eba\u5bfc\u822a\u7cbe\u5ea6\u5f71\u54cd\u56e0\u7d20\u5206\u6790\\”<\/span>,<\/span> \\”url\\”<\/span>:<\/span> \\”https:\/\/blog.csdn.net\/example1\\”<\/span>}<\/span>,<\/span>
    \n {<\/p>\n

    <\/span>\\”source\\”<\/span>:<\/span> \\”\u77e5\u4e4e\\”<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

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