{"id":1266,"date":"2026-07-27T16:09:36","date_gmt":"2026-07-27T08:09:36","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/china-ai-answer-divergence\/"},"modified":"2026-08-06T20:35:00","modified_gmt":"2026-08-06T12:35:00","slug":"china-ai-answer-divergence","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/china-ai-answer-divergence\/","title":{"rendered":"\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02\u6709\u591a\u5927\uff1a\u4e5d\u5e73\u53f0\u5206\u6b67\u5ea6\u5b9e\u6d4b\u4e0e\u76d1\u6d4b\u4f18\u5148\u7ea7"},"content":{"rendered":"<p><strong>\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02\u6307\u540c\u4e00\u4e2a\u95ee\u9898\u5728\u4e0d\u540c\u56fd\u4ea7AI\u5e73\u53f0\u4e0a\u5f97\u5230\u7684\u54c1\u724c\u540d\u5355\u3001\u6392\u5e8f\u4e0e\u5f15\u7528\u6765\u6e90\u4e0d\u4e00\u81f4\u7684\u73b0\u8c61\uff0c\u5176\u6839\u6e90\u662f\u5404\u5e73\u53f0\u4fe1\u6e90\u6c60\u4e0d\u540c\uff0c\u800c\u975e\u6a21\u578b\u968f\u673a\u6ce2\u52a8\u3002<\/strong> \u7528\u540c\u4e00\u6279 prompt \u8dd1\u4e5d\u4e2a\u56fd\u4ea7\u5e73\u53f0\uff0cTop5 \u54c1\u724c\u540d\u5355\u7684\u5e73\u5747\u91cd\u5408\u5ea6\u53ea\u6709 0.38\uff0c\u4f4d\u6b21\u4e00\u81f4\u7387 31%\uff0c\u5f15\u7528\u6765\u6e90\u7684\u57df\u540d\u7ea7\u91cd\u5408\u5ea6\u4f4e\u5230 0.21\u3002\u800c\u540c\u4e00\u4e2a\u5e73\u53f0\u91cd\u590d\u95ee\u4e09\u6b21\uff0c\u81ea\u8eab\u540d\u5355\u91cd\u5408\u5ea6\u8fd8\u6709 0.73\u2014\u2014\u8de8\u5e73\u53f0\u7684\u5dee\u8ddd\uff0c\u660e\u663e\u5927\u4e8e\u5e73\u53f0\u5185\u90e8\u7684\u6296\u52a8\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u4e00\u53e5\u8bdd\uff1a<strong>\u4f60\u5728 DeepSeek \u4e0a\u770b\u5230\u7684\u6392\u540d\uff0c\u4e0d\u80fd\u62ff\u53bb\u4ee3\u8868\u8c46\u5305<\/strong>\u3002\u4e0b\u9762\u662f\u8fd9\u6b21\u5b9e\u6d4b\u7684\u5b8c\u6574\u65b9\u6cd5\u3001\u4e09\u9879\u6307\u6807\u7684\u6570\u5b57\uff0c\u4ee5\u53ca\u4e00\u5957\u628a&quot;\u6211\u8be5\u76ef\u54ea\u4e2a\u5e73\u53f0&quot;\u4ece\u611f\u89c9\u53d8\u6210\u6570\u5b57\u7684\u6392\u5e8f\u89c4\u5219\u3002\u672c\u6587\u5b9e\u6d4b\u6570\u636e\u66f4\u65b0\u4e8e 2026 \u5e74 7 \u6708 22 \u65e5\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784727489892-0-89892-1.png\" alt=\"\u4e5d\u4e2a\u56fd\u4ea7AI\u5e73\u53f0\u5bf9\u540c\u4e00\u63d0\u95ee\u8fd4\u56de\u4e0d\u540c\u54c1\u724c\u63a8\u8350\u540d\u5355\u7684\u5bf9\u6bd4\u622a\u56fe\uff0c\u7528\u4e8e\u8bf4\u660e\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02\"><\/p>\n<h2>\u5148\u7ed9\u7ed3\u8bba\uff1a\u4e94\u4e2a\u6570\u5b57\u770b\u61c2\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u95ee\u9898<\/th>\n<th>\u5b9e\u6d4b\u7b54\u6848<\/th>\n<th>\u542b\u4e49<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e24\u4e2a\u5e73\u53f0\u63a8\u8350\u7684\u662f\u540c\u4e00\u6279\u54c1\u724c\u5417<\/td>\n<td>Top5 \u540d\u5355\u91cd\u5408\u5ea6 0.38<\/td>\n<td>\u4e94\u4e2a\u4f4d\u7f6e\u7ea6\u4e24\u4e2a\u91cd\u5408<\/td>\n<\/tr>\n<tr>\n<td>\u540d\u5355\u76f8\u540c\u65f6\u6392\u5e8f\u4e00\u81f4\u5417<\/td>\n<td>\u4f4d\u6b21\u4e00\u81f4\u7387 31%<\/td>\n<td>\u4e09\u5206\u4e4b\u4e8c\u7684\u54c1\u724c\u4f4d\u6b21\u5dee &gt;2 \u540d<\/td>\n<\/tr>\n<tr>\n<td>\u5b83\u4eec\u8bfb\u7684\u662f\u540c\u4e00\u6279\u5185\u5bb9\u5417<\/td>\n<td>\u4fe1\u6e90\u57df\u540d\u91cd\u5408\u5ea6 0.21<\/td>\n<td>\u8bc1\u636e\u5c42\u51e0\u4e4e\u4e0d\u4ea4\u53c9<\/td>\n<\/tr>\n<tr>\n<td>\u5dee\u5f02\u662f\u968f\u673a\u7684\u5417<\/td>\n<td>\u5e73\u53f0\u5185\u81ea\u91cd\u5408\u5ea6 0.73<\/td>\n<td>\u8de8\u5e73\u53f0\u5dee\u5f02\u662f\u5e73\u53f0\u5185\u6296\u52a8\u7684\u8fd1\u4e24\u500d<\/td>\n<\/tr>\n<tr>\n<td>\u6709\u6ca1\u6709&quot;\u5168\u5e73\u53f0\u901a\u5403&quot;\u7684\u54c1\u724c<\/td>\n<td>40 \u7ec4 prompt \u4e2d\u4ec5 6 \u7ec4\u51fa\u73b0<\/td>\n<td>\u8de8\u5e73\u53f0\u5171\u8bc6\u5360\u6bd4 15%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e94\u4e2a\u6570\u5b57\u51b3\u5b9a\u4e86\u4e09\u6761\u52a8\u4f5c\uff1a<strong>\u5206\u5e73\u53f0\u770b\u63d0\u53ca\u7387\u3001\u5206\u5e73\u53f0\u505a\u4fe1\u6e90\u3001\u6309\u5206\u6b67\u5ea6\u5b9a\u76d1\u6d4b\u4f18\u5148\u7ea7\u3002<\/strong><\/p>\n<h2>\u8fd9\u6b21\u6d4b\u4e86\u4ec0\u4e48\uff1a\u4e5d\u4e2a\u5e73\u53f0\u300140 \u7ec4 prompt\u30011080 \u6b21\u4f1a\u8bdd<\/h2>\n<p>\u6d4b\u8bd5\u7a97\u53e3\u4e3a 2026 \u5e74 6 \u6708 10 \u65e5\u81f3 7 \u6708 8 \u65e5\uff0c\u8986\u76d6\u4e5d\u4e2a\u56fd\u4ea7\u5e73\u53f0\uff1a\u8c46\u5305\u3001DeepSeek\u3001\u901a\u4e49\u5343\u95ee\u3001\u817e\u8baf\u5143\u5b9d\u3001Kimi\u3001\u6587\u5fc3\u4e00\u8a00\u3001\u667a\u8c31\u6e05\u8a00\u3001\u8baf\u98de\u661f\u706b\u3001\u79d8\u5854AI\u641c\u7d22\u3002<\/p>\n<p>prompt \u5171 40 \u7ec4\uff0c\u5206\u5e03\u5728\u4e09\u4e2a\u884c\u4e1a\uff1a\u6d88\u8d39\u7535\u5b50\uff0814 \u7ec4\uff09\u3001\u62a4\u80a4\u4e2a\u62a4\uff0814 \u7ec4\uff09\u3001B2B SaaS\uff0812 \u7ec4\uff09\u3002\u6bcf\u7ec4 prompt \u5728\u6bcf\u4e2a\u5e73\u53f0\u8dd1 3 \u6b21\uff0c\u53d6\u4e09\u6b21\u7ed3\u679c\u5206\u522b\u8bb0\u5f55\uff0c\u5408\u8ba1 1080 \u6b21\u72ec\u7acb\u4f1a\u8bdd\u3002<\/p>\n<p>\u91c7\u96c6\u89c4\u5219\u7edf\u4e00\uff1a\u5168\u65b0\u4f1a\u8bdd\u3001\u4e0d\u5e26\u5386\u53f2\u4e0a\u4e0b\u6587\u3001\u9ed8\u8ba4\u6a21\u578b\u6863\u4f4d\u3001\u80fd\u5f00\u8054\u7f51\u68c0\u7d22\u7684\u4e00\u5f8b\u5f00\u542f\u3002<strong>\u7ed3\u679c\u53ea\u8bb0\u5f55\u4e09\u6837\u4e1c\u897f\u2014\u2014\u7b54\u6848\u91cc\u63d0\u5230\u7684\u54c1\u724c\u540d\u5355\u53ca\u987a\u5e8f\u3001\u7b54\u6848\u672b\u5c3e\u6216\u884c\u5185\u6807\u6ce8\u7684\u5f15\u7528\u6765\u6e90\u57df\u540d\u3001\u662f\u5426\u7ed9\u51fa\u6765\u6e90\u3002<\/strong> \u4e0d\u8bc4\u4ef7\u7b54\u6848\u597d\u574f\uff0c\u53ea\u6d4b\u5dee\u5f02\u3002<\/p>\n<p>\u9700\u8981\u8bf4\u6e05\u695a\u7684\u8fb9\u754c\uff1a\u8fd9\u662f\u4e00\u6b21\u6837\u672c\u91cf\u6709\u9650\u7684\u6a2a\u8bc4\uff0c\u884c\u4e1a\u4e0d\u540c\u3001prompt \u63aa\u8f9e\u4e0d\u540c\uff0c\u7edd\u5bf9\u6570\u5b57\u90fd\u4f1a\u6f02\u79fb\u3002\u53ef\u590d\u7528\u7684\u662f\u65b9\u6cd5\u548c\u76f8\u5bf9\u5173\u7cfb\uff0c\u4e0d\u662f\u8fd9\u51e0\u4e2a\u5c0f\u6570\u70b9\u3002<\/p>\n<h2>\u4ec0\u4e48\u662f\u7b54\u6848\u5206\u6b67\u5ea6\uff1a\u4e09\u4e2a\u53ef\u8ba1\u7b97\u7684\u6307\u6807<\/h2>\n<p><strong>\u7b54\u6848\u5206\u6b67\u5ea6\u6307\u540c\u4e00\u4e2a\u95ee\u9898\u5728\u4e0d\u540c AI \u5e73\u53f0\u4e0a\u5f97\u5230\u7684\u7ed3\u679c\u5dee\u5f02\u7a0b\u5ea6\uff0c\u7528\u91cd\u5408\u5ea6\u7684\u53cd\u9762\u6765\u91cf\u5316\u3002<\/strong> \u5b83\u4e0d\u662f&quot;\u54ea\u4e2a\u5e73\u53f0\u66f4\u806a\u660e&quot;\uff0c\u800c\u662f&quot;\u4e24\u4e2a\u5e73\u53f0\u7684\u7b54\u6848\u80fd\u4e0d\u80fd\u4e92\u76f8\u66ff\u4ee3&quot;\u3002\u4e09\u4e2a\u6307\u6807\u5206\u522b\u6d4b\u540d\u5355\u3001\u6d4b\u987a\u5e8f\u3001\u6d4b\u8bc1\u636e\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th>\u5b9a\u4e49<\/th>\n<th>\u8ba1\u7b97\u65b9\u5f0f<\/th>\n<th>\u56de\u7b54\u7684\u95ee\u9898<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u54c1\u724c\u540d\u5355\u91cd\u5408\u5ea6<\/td>\n<td>\u4e24\u4e2a\u5e73\u53f0 Top5 \u54c1\u724c\u540d\u5355\u7684\u4ea4\u96c6\u5360\u6bd4<\/td>\n<td>Jaccard \u7cfb\u6570\uff1a\u4ea4\u96c6 \u00f7 \u5e76\u96c6<\/td>\n<td>\u5b83\u4eec\u63a8\u8350\u7684\u662f\u4e0d\u662f\u540c\u4e00\u6279\u54c1\u724c<\/td>\n<\/tr>\n<tr>\n<td>\u4f4d\u6b21\u4e00\u81f4\u7387<\/td>\n<td>\u540c\u65f6\u8fdb\u5165\u4e24\u5e73\u53f0 Top10 \u7684\u54c1\u724c\u4e2d\uff0c\u4f4d\u6b21\u5dee \u22642 \u7684\u6bd4\u4f8b<\/td>\n<td>\u4e00\u81f4\u54c1\u724c\u6570 \u00f7 \u5171\u540c\u51fa\u73b0\u54c1\u724c\u6570<\/td>\n<td>\u540d\u5355\u76f8\u540c\u7684\u60c5\u51b5\u4e0b\uff0c\u6392\u5e8f\u662f\u5426\u4e5f\u76f8\u540c<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u6e90\u91cd\u5408\u5ea6<\/td>\n<td>\u4e24\u4e2a\u5e73\u53f0\u5f15\u7528\u6765\u6e90\u7684\u57df\u540d\u7ea7 Jaccard<\/td>\n<td>\u4ea4\u96c6\u57df\u540d \u00f7 \u5e76\u96c6\u57df\u540d<\/td>\n<td>\u5b83\u4eec\u662f\u4e0d\u662f\u5728\u8bfb\u540c\u4e00\u6279\u5185\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Jaccard \u7cfb\u6570\u662f\u96c6\u5408\u76f8\u4f3c\u5ea6\u7684\u6807\u51c6\u7b97\u6cd5\uff08<a href=\"https:\/\/en.wikipedia.org\/wiki\/Jaccard_index\">\u5b9a\u4e49\u89c1 Wikipedia<\/a>\uff09\uff0c\u53d6\u503c 0 \u5230 1\uff1a0 \u8868\u793a\u5b8c\u5168\u4e0d\u91cd\u5408\uff0c1 \u8868\u793a\u5b8c\u5168\u76f8\u540c\u3002\u7528\u5b83\u800c\u4e0d\u662f\u7b80\u5355\u7684&quot;\u91cd\u5408\u4e2a\u6570&quot;\uff0c\u662f\u4e3a\u4e86\u8ba9\u540d\u5355\u957f\u5ea6\u4e0d\u540c\u7684\u5e73\u53f0\u53ef\u6bd4\u3002<\/p>\n<p>\u4e09\u4e2a\u6307\u6807\u8981\u5206\u5f00\u770b\u3002\u540d\u5355\u76f8\u540c\u4f46\u4fe1\u6e90\u4e0d\u540c\uff0c\u8bf4\u660e\u4e24\u4e2a\u5e73\u53f0\u662f&quot;\u6b8a\u9014\u540c\u5f52&quot;\uff0c\u4f60\u5bf9\u5176\u4e2d\u4e00\u4e2a\u4fe1\u6e90\u505a\u4f18\u5316\uff0c\u53e6\u4e00\u4e2a\u4e0d\u4f1a\u8ddf\u7740\u52a8\u2014\u2014\u8fd9\u662f\u672c\u6b21\u5b9e\u6d4b\u6700\u5173\u952e\u7684\u4e00\u6761\u7ed3\u8bba\u3002<\/p>\n<h2>\u5b9e\u6d4b\u7ed3\u679c\u4e00\uff1a\u54c1\u724c\u540d\u5355\u91cd\u5408\u5ea6\u5e73\u5747\u53ea\u6709 0.38<\/h2>\n<p>\u4e5d\u4e2a\u5e73\u53f0\u4e24\u4e24\u7ec4\u5408\u5171 36 \u5bf9\u3002<strong>\u5168\u90e8 36 \u5bf9\u7684 Top5 \u540d\u5355 Jaccard \u5e73\u5747\u503c\u4e3a 0.38<\/strong>\uff0c\u6362\u7b97\u6210\u4eba\u8bdd\uff1a\u968f\u4fbf\u6311\u4e24\u4e2a\u5e73\u53f0\uff0c\u4e94\u4e2a\u63a8\u8350\u4f4d\u91cc\u5927\u7ea6\u53ea\u6709\u4e24\u4e2a\u662f\u540c\u4e00\u4e2a\u54c1\u724c\u3002<\/p>\n<p>\u4e0b\u8868\u662f\u6bcf\u4e2a\u5e73\u53f0\u4e0e\u5176\u4f59\u516b\u5bb6\u7684\u5e73\u5747\u540d\u5355\u91cd\u5408\u5ea6\uff0c\u4ece\u9ad8\u5230\u4f4e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u4e0e\u5176\u4f59\u516b\u5bb6\u5e73\u5747\u540d\u5355\u91cd\u5408\u5ea6<\/th>\n<th>\u7279\u5f81<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>0.44<\/td>\n<td>\u6700\u63a5\u8fd1&quot;\u516c\u5171\u7b54\u6848&quot;\uff0c\u7535\u5546\u4e0e\u767e\u79d1\u7c7b\u4fe1\u6e90\u5360\u6bd4\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u8c31\u6e05\u8a00<\/td>\n<td>0.43<\/td>\n<td>\u504f\u516c\u5f00\u7f51\u9875\u7efc\u8ff0\uff0c\u540d\u5355\u4fdd\u5b88<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek<\/td>\n<td>0.42<\/td>\n<td>\u957f\u6587\u63a8\u7406\uff0c\u503e\u5411\u7ed9\u51fa\u89e3\u91ca\u6027\u540d\u5355<\/td>\n<\/tr>\n<tr>\n<td>Kimi<\/td>\n<td>0.41<\/td>\n<td>\u957f\u6587\u6863\u504f\u597d\u660e\u663e\uff0c\u8bc4\u6d4b\u957f\u6587\u547d\u4e2d\u7387\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u817e\u8baf\u5143\u5b9d<\/td>\n<td>0.39<\/td>\n<td>\u5fae\u4fe1\u751f\u6001\u5185\u5bb9\u62c9\u9ad8\u4e86\u90e8\u5206\u5782\u7c7b\u5dee\u5f02<\/td>\n<\/tr>\n<tr>\n<td>\u8baf\u98de\u661f\u706b<\/td>\n<td>0.38<\/td>\n<td>\u5c45\u4e2d\uff0c\u884c\u4e1a\u95f4\u6ce2\u52a8\u8f83\u5927<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u5fc3\u4e00\u8a00<\/td>\n<td>0.35<\/td>\n<td>\u767e\u5bb6\u53f7\u7cfb\u5185\u5bb9\u6743\u91cd\u9ad8\uff0c\u540d\u5355\u72ec\u7acb\u6027\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>\u79d8\u5854AI\u641c\u7d22<\/td>\n<td>0.33<\/td>\n<td>\u5b9e\u65f6\u68c0\u7d22\u9a71\u52a8\uff0c\u540d\u5355\u8ddf\u7740\u5f53\u671f\u7f51\u9875\u8d70<\/td>\n<\/tr>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>0.26<\/td>\n<td>\u4e0e\u6240\u6709\u5e73\u53f0\u5dee\u5f02\u6700\u5927\uff0c\u4fe1\u6e90\u7ed3\u6784\u6700\u72ec\u7acb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u8c46\u5305\u7684 0.26 \u662f\u5168\u573a\u6700\u4f4e\u503c<\/strong>\uff0c\u4e0e\u79d8\u5854\u7684\u4e00\u5bf9\u7ec4\u5408\u53ea\u6709 0.14\u2014\u2014\u4e94\u4e2a\u4f4d\u7f6e\u91cc\u8fde\u4e00\u4e2a\u91cd\u5408\u7684\u90fd\u4e0d\u5230\u3002\u5982\u679c\u4f60\u7684\u54c1\u724c\u53ea\u5728 DeepSeek \u4e0a\u505a\u8fc7\u81ea\u67e5\uff0c\u5c31\u9ed8\u8ba4\u81ea\u5df1&quot;\u5728\u56fd\u4ea7AI\u91cc\u6709\u6392\u540d&quot;\uff0c\u90a3\u8fd9\u4e2a\u5224\u65ad\u5728\u8c46\u5305\u4e0a\u5927\u6982\u7387\u4e0d\u6210\u7acb\u3002\u591a\u5e73\u53f0\u81ea\u67e5\u7684\u5177\u4f53\u505a\u6cd5\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/ai-recommendation-check\">\u600e\u4e48\u67e5\u54c1\u724c\u6709\u6ca1\u6709\u88abAI\u63a8\u8350\uff1aDeepSeek\u3001\u8c46\u5305\u3001Kimi \u81ea\u6d4b\u6e05\u5355<\/a>\u3002<\/p>\n<p>\u4e00\u4e2a\u66f4\u523a\u773c\u7684\u6570\u5b57\uff1a40 \u7ec4 prompt \u91cc\uff0c\u53ea\u6709 6 \u7ec4\u5b58\u5728&quot;\u4e5d\u4e2a\u5e73\u53f0\u5168\u90e8\u63d0\u5230\u7684\u54c1\u724c&quot;\uff0c\u5360\u6bd4 15%\u3002<strong>\u8de8\u5e73\u53f0\u5171\u8bc6\u662f\u7a00\u7f3a\u54c1\uff0c\u4e0d\u662f\u5e38\u6001\u3002<\/strong><\/p>\n<h2>\u5b9e\u6d4b\u7ed3\u679c\u4e8c\uff1a\u4f4d\u6b21\u4e00\u81f4\u7387 31%\uff0c\u6392\u7b2c\u4e00\u7684\u5f80\u5f80\u4e0d\u662f\u540c\u4e00\u5bb6<\/h2>\n<p><strong>\u5373\u4f7f\u4e24\u4e2a\u5e73\u53f0\u63a8\u8350\u4e86\u540c\u4e00\u6279\u54c1\u724c\uff0c\u6392\u5e8f\u4e5f\u5f88\u96be\u5bf9\u5f97\u4e0a\u3002<\/strong> \u5168\u6837\u672c\u4f4d\u6b21\u4e00\u81f4\u7387\u4e3a 31%\u2014\u2014\u540c\u65f6\u8fdb\u5165\u4e24\u4e2a\u5e73\u53f0 Top10 \u7684\u54c1\u724c\u91cc\uff0c\u53ea\u6709\u4e0d\u5230\u4e09\u5206\u4e4b\u4e00\u4f4d\u6b21\u5dee\u5728 2 \u540d\u4ee5\u5185\u3002<\/p>\n<p>\u66f4\u5177\u4f53\u7684\u4e00\u5c42\uff1a40 \u7ec4 prompt \u4e2d\uff0c\u4e5d\u4e2a\u5e73\u53f0\u7684&quot;\u7b2c\u4e00\u63d0\u53ca\u54c1\u724c&quot;\u5b8c\u5168\u4e00\u81f4\u7684\u53ea\u6709 3 \u7ec4\u3002\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u540c\u4e00\u4e2a\u95ee\u9898\u4f1a\u4ea7\u751f 3 \u5230 5 \u4e2a\u4e0d\u540c\u7684&quot;\u7b2c\u4e00\u540d&quot;\u3002<\/p>\n<p>\u4f4d\u6b21\u4e00\u81f4\u7387\u6700\u9ad8\u7684\u4e00\u5bf9\u662f DeepSeek \u4e0e Kimi\uff0852%\uff09\uff0c\u4e24\u8005\u90fd\u504f\u597d\u4ece\u957f\u7bc7\u8bc4\u6d4b\u5185\u5bb9\u91cc\u63d0\u53d6\u7ed3\u6784\u5316\u540d\u5355\u3002\u6700\u4f4e\u7684\u4e00\u5bf9\u662f\u8c46\u5305\u4e0e\u6587\u5fc3\u4e00\u8a00\uff0811%\uff09\uff0c\u4e8c\u8005\u7684\u5185\u5bb9\u6c60\u51e0\u4e4e\u4e0d\u4ea4\u53c9\u3002<\/p>\n<p>\u8fd9\u89e3\u91ca\u4e86\u4e00\u4e2a\u5e38\u89c1\u56f0\u60d1\uff1a\u4f60\u5728\u67d0\u4e2a\u5e73\u53f0\u4e0a\u51b2\u5230\u4e86\u7b2c\u4e00\uff0c\u53e6\u4e00\u4e2a\u5e73\u53f0\u4e0a\u5374\u8fde\u540d\u5b57\u90fd\u6ca1\u6709\u3002<strong>\u4f4d\u6b21\u5728 AI \u641c\u7d22\u91cc\u4e0d\u662f\u5168\u5c40\u5c5e\u6027\uff0c\u800c\u662f\u5e73\u53f0\u5c40\u90e8\u5c5e\u6027\u3002<\/strong> \u5173\u4e8e\u540c\u4e00 prompt \u7ed3\u679c\u4e3a\u4ec0\u4e48\u4f1a\u6301\u7eed\u53d8\u52a8\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/ai-results-different\">AI\u641c\u7d22\u7ed3\u679c\u4e0d\u4e00\u6837\uff1a\u539f\u56e0\u3001\u9a8c\u8bc1\u65b9\u6cd5\u4e0e\u54c1\u724c\u76d1\u6d4b\u6846\u67b6<\/a>\u91cc\u62c6\u5f97\u66f4\u7ec6\u3002<\/p>\n<h2>\u5b9e\u6d4b\u7ed3\u679c\u4e09\uff1a\u4fe1\u6e90\u91cd\u5408\u5ea6 0.21\u2014\u2014\u7ed3\u8bba\u6536\u655b\uff0c\u8bc1\u636e\u53d1\u6563<\/h2>\n<p><strong>\u8fd9\u662f\u672c\u6b21\u5b9e\u6d4b\u6700\u53cd\u76f4\u89c9\u7684\u53d1\u73b0\uff1a\u54c1\u724c\u540d\u5355\u7684\u91cd\u5408\u5ea6\uff080.38\uff09\u51e0\u4e4e\u662f\u5f15\u7528\u6765\u6e90\u91cd\u5408\u5ea6\uff080.21\uff09\u7684\u4e24\u500d\u3002<\/strong> \u5404\u5e73\u53f0\u5728\u7ed9\u51fa\u90e8\u5206\u76f8\u540c\u7b54\u6848\u7684\u540c\u65f6\uff0c\u8bfb\u7684\u5374\u4e0d\u662f\u540c\u4e00\u6279\u5185\u5bb9\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u4e0e\u5176\u4f59\u516b\u5bb6\u5e73\u5747\u4fe1\u6e90\u91cd\u5408\u5ea6<\/th>\n<th>\u4e3b\u8981\u4fe1\u6e90\u7c7b\u578b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Kimi<\/td>\n<td>0.27<\/td>\n<td>\u957f\u8bc4\u6d4b\u3001\u884c\u4e1a\u62a5\u544a\u3001\u5782\u7c7b\u5a92\u4f53<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek<\/td>\n<td>0.26<\/td>\n<td>\u7efc\u5408\u7f51\u9875\u3001\u6280\u672f\u793e\u533a\u3001\u95ee\u7b54<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u8c31\u6e05\u8a00<\/td>\n<td>0.23<\/td>\n<td>\u767e\u79d1\u3001\u95e8\u6237\u3001\u516c\u5f00\u7efc\u8ff0<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>0.22<\/td>\n<td>\u7535\u5546\u8be6\u60c5\u4e0e\u8bc4\u4ef7\u3001\u963f\u91cc\u7cfb\u5185\u5bb9\u5360\u6bd4\u53ef\u89c2<\/td>\n<\/tr>\n<tr>\n<td>\u79d8\u5854AI\u641c\u7d22<\/td>\n<td>0.21<\/td>\n<td>\u5f53\u671f\u5b9e\u65f6\u7f51\u9875\uff0c\u6765\u6e90\u6807\u6ce8\u6700\u5b8c\u6574<\/td>\n<\/tr>\n<tr>\n<td>\u8baf\u98de\u661f\u706b<\/td>\n<td>0.20<\/td>\n<td>\u7efc\u5408\u7f51\u9875\uff0c\u884c\u4e1a\u5782\u7c7b\u4e0d\u7a33\u5b9a<\/td>\n<\/tr>\n<tr>\n<td>\u817e\u8baf\u5143\u5b9d<\/td>\n<td>0.19<\/td>\n<td>\u516c\u4f17\u53f7\u4e0e\u5fae\u4fe1\u751f\u6001\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u5fc3\u4e00\u8a00<\/td>\n<td>0.17<\/td>\n<td>\u767e\u5bb6\u53f7\u7cfb\u5185\u5bb9\u96c6\u4e2d\u5ea6\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>0.12<\/td>\n<td>\u6296\u97f3\u3001\u4eca\u65e5\u5934\u6761\u7cfb\u5185\u5bb9\u663e\u8457<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e2a 0.21 \u76f4\u63a5\u63a8\u7ffb\u4e86\u4e00\u4e2a\u6d41\u884c\u505a\u6cd5\uff1a<strong>\u505a\u4e00\u4efd&quot;\u901a\u7528\u4f18\u5316\u5185\u5bb9&quot;\u7136\u540e\u6307\u671b\u5b83\u540c\u65f6\u62ac\u5347\u4e5d\u4e2a\u5e73\u53f0\u3002<\/strong> \u8bc1\u636e\u5c42\u7684\u91cd\u5408\u53ea\u6709\u4e24\u6210\uff0c\u4e00\u4efd\u5185\u5bb9\u5728\u8c46\u5305\u751f\u6548\u4e0d\u4ee3\u8868\u5728\u6587\u5fc3\u53ef\u89c1\u2014\u2014\u5b83\u4eec\u6839\u672c\u6ca1\u8bfb\u5230\u540c\u4e00\u4e2a\u5730\u65b9\u3002<\/p>\n<p>\u53e6\u5916\u6709\u4e00\u534a\u5e73\u53f0\u5728\u672a\u89e6\u53d1\u8054\u7f51\u65f6\u4e0d\u7ed9\u6765\u6e90\u6807\u6ce8\uff0c\u8fd9\u7c7b\u7b54\u6848\u5c5e\u4e8e&quot;\u53c2\u6570\u8bb0\u5fc6\u578b\u8f93\u51fa&quot;\uff0c\u9760\u5185\u5bb9\u66f4\u65b0\u62c9\u4e0d\u52a8\uff0c\u53ea\u80fd\u9760\u957f\u671f\u7684\u54c1\u724c\u4fe1\u606f\u9762\u8986\u76d6\u3002\u5404\u5e73\u53f0\u7684\u5f15\u7528\u903b\u8f91\u5dee\u522b\uff0c\u53ef\u4ee5\u5bf9\u7167<a href=\"https:\/\/maxaeo.cn\/blog\/china-ai-search-optimization\">\u79d8\u5854\u3001\u5938\u514b\u3001\u6587\u5fc3\u3001\u901a\u4e49\u5404\u4e0d\u76f8\u540c\uff1a\u56fd\u4ea7AI\u641c\u7d22\u7684\u5f15\u7528\u903b\u8f91\u4e0e\u4f18\u5316\u91cd\u70b9<\/a>\u6765\u770b\u3002<\/p>\n<h2>\u5dee\u5f02\u662f\u968f\u673a\u7684\u5417\uff1a\u7528\u5e73\u53f0\u5185\u81ea\u91cd\u5408\u5ea6\u505a\u5bf9\u7167<\/h2>\n<p><strong>\u4e0d\u662f\u968f\u673a\u3002<\/strong> \u5224\u65ad\u529e\u6cd5\u5f88\u7b80\u5355\uff1a\u628a\u540c\u4e00\u4e2a prompt \u5728\u540c\u4e00\u4e2a\u5e73\u53f0\u91cd\u590d\u8dd1\u4e09\u6b21\uff0c\u7b97\u5b83\u81ea\u5df1\u8ddf\u81ea\u5df1\u7684\u540d\u5355\u91cd\u5408\u5ea6\u3002\u5982\u679c\u81ea\u91cd\u5408\u5ea6\u548c\u8de8\u5e73\u53f0\u91cd\u5408\u5ea6\u5dee\u4e0d\u591a\uff0c\u90a3\u5dee\u5f02\u5c31\u662f\u566a\u58f0\uff1b\u5982\u679c\u660e\u663e\u66f4\u9ad8\uff0c\u5dee\u5f02\u5c31\u662f\u7ed3\u6784\u6027\u7684\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u540c prompt \u4e09\u6b21\u7684\u81ea\u91cd\u5408\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u79d8\u5854AI\u641c\u7d22<\/td>\n<td>0.85<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek<\/td>\n<td>0.83<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>0.78<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u8c31\u6e05\u8a00<\/td>\n<td>0.76<\/td>\n<\/tr>\n<tr>\n<td>Kimi<\/td>\n<td>0.74<\/td>\n<\/tr>\n<tr>\n<td>\u817e\u8baf\u5143\u5b9d<\/td>\n<td>0.71<\/td>\n<\/tr>\n<tr>\n<td>\u8baf\u98de\u661f\u706b<\/td>\n<td>0.68<\/td>\n<\/tr>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>0.65<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u5fc3\u4e00\u8a00<\/td>\n<td>0.61<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u4e5d\u5e73\u53f0\u5e73\u5747\u81ea\u91cd\u5408\u5ea6 0.73\uff0c\u8de8\u5e73\u53f0\u5e73\u5747\u53ea\u6709 0.38\u2014\u2014\u5dee\u4e86\u8fd1\u4e00\u500d\u3002<\/strong> \u7ed3\u8bba\u660e\u786e\uff1a\u5e73\u53f0\u4e4b\u95f4\u7684\u7b54\u6848\u5206\u6b67\u8fdc\u5927\u4e8e\u5e73\u53f0\u81ea\u8eab\u7684\u968f\u673a\u6ce2\u52a8\uff0c\u503c\u5f97\u5355\u72ec\u6295\u5165\u76d1\u6d4b\u8d44\u6e90\u3002<\/p>\n<p>\u5e73\u53f0\u5185\u90a3 0.27 \u7684\u4e0d\u7a33\u5b9a\u4e5f\u4e0d\u662f\u7384\u5b66\u3002\u5927\u6a21\u578b\u91c7\u6837\u65f6\u7684\u6e29\u5ea6\u53c2\u6570\u4f1a\u8ba9\u540c\u4e00 prompt \u4ea7\u751f\u4e0d\u540c\u63aa\u8f9e\u4e0e\u6392\u5e8f\uff08<a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/chat\/create#chat-create-temperature\">OpenAI \u5b98\u65b9\u6587\u6863\u5bf9 temperature \u7684\u8bf4\u660e<\/a>\uff09\uff0c\u5b9e\u65f6\u68c0\u7d22\u7c7b\u5e73\u53f0\u8fd8\u53e0\u52a0\u4e86\u5f53\u671f\u7f51\u9875\u7d22\u5f15\u7684\u53d8\u5316\u3002\u6240\u4ee5\u81ea\u91cd\u5408\u5ea6\u9ad8\u7684\u5e73\u53f0\uff0c\u591a\u534a\u662f\u68c0\u7d22\u7ed3\u679c\u7a33\u5b9a\u3001\u6a21\u677f\u56fa\u5b9a\u7684\u90a3\u51e0\u4e2a\u3002<\/p>\n<p>\u987a\u5e26\u4e00\u4e2a\u526f\u4ea7\u54c1\uff1a\u81ea\u91cd\u5408\u5ea6\u672c\u8eab\u5c31\u662f&quot;\u76d1\u6d4b\u91c7\u6837\u6b21\u6570&quot;\u7684\u4f9d\u636e\u3002\u6587\u5fc3\u4e00\u8a00 0.61 \u610f\u5473\u7740\u5355\u6b21\u62bd\u67e5\u7684\u7ed3\u8bba\u5f88\u4e0d\u53ef\u9760\uff0c\u81f3\u5c11\u8981\u8dd1\u4e09\u6b21\u53d6\u4f17\u6570\uff1b\u79d8\u5854 0.85 \u5219\u5355\u6b21\u62bd\u67e5\u57fa\u672c\u591f\u7528\u3002<\/p>\n<h2>\u5206\u6b67\u4ece\u54ea\u6765\uff1a\u56db\u4e2a\u53ef\u9a8c\u8bc1\u7684\u7ed3\u6784\u6027\u539f\u56e0<\/h2>\n<p><strong>\u5206\u6b67\u7684\u6839\u6e90\u4e0d\u5728\u6a21\u578b\u667a\u5546\uff0c\u5728\u4fe1\u6e90\u6c60\u3001\u751f\u6001\u503e\u659c\u3001\u68c0\u7d22\u89e6\u53d1\u65b9\u5f0f\u548c\u8f93\u51fa\u6a21\u677f\u8fd9\u56db\u5c42\u3002<\/strong><\/p>\n<ol>\n<li><strong>\u4fe1\u6e90\u6c60\u4e0d\u540c\u3002<\/strong> \u8c46\u5305\u504f\u6296\u97f3\u4e0e\u5934\u6761\u7cfb\uff0c\u6587\u5fc3\u504f\u767e\u5bb6\u53f7\u7cfb\uff0c\u5143\u5b9d\u504f\u5fae\u4fe1\u751f\u6001\uff0c\u901a\u4e49\u5728\u7535\u5546\u7c7b\u95ee\u9898\u4e0a\u660e\u663e\u8bfb\u963f\u91cc\u7cfb\u5185\u5bb9\u3002\u4fe1\u6e90\u6c60\u51b3\u5b9a\u5019\u9009\u54c1\u724c\u96c6\u5408\uff0c\u8fd9\u662f\u5206\u6b67\u7684\u6700\u5927\u6765\u6e90\u3002<\/li>\n<li><strong>\u751f\u6001\u5185\u5bb9\u6709\u5929\u7136\u6743\u91cd\u3002<\/strong> \u5e73\u53f0\u65b9\u81ea\u6709\u5185\u5bb9\u751f\u6001\u7684\u5185\u5bb9\u66f4\u5bb9\u6613\u88ab\u68c0\u7d22\u5230\u3001\u88ab\u5b8c\u6574\u89e3\u6790\u3002\u8fd9\u4e0d\u662f\u9634\u8c0b\uff0c\u662f\u5185\u5bb9\u53ef\u83b7\u53d6\u6027\u7684\u5dee\u522b\uff1a\u7ad9\u5185\u5185\u5bb9\u7ed3\u6784\u7edf\u4e00\u3001\u65e0\u53cd\u722c\u9650\u5236\u3001\u66f4\u65b0\u5373\u53ef\u89c1\uff0c\u800c\u5916\u90e8\u7f51\u9875\u8981\u7ecf\u8fc7\u6293\u53d6\u3001\u53bb\u91cd\u3001\u89e3\u6790\u4e09\u9053\u635f\u8017\u3002<\/li>\n<li><strong>\u8054\u7f51\u68c0\u7d22\u7684\u89e6\u53d1\u6761\u4ef6\u4e0d\u540c\u3002<\/strong> \u6709\u7684\u5e73\u53f0\u9ed8\u8ba4\u5168\u7a0b\u68c0\u7d22\uff0c\u6709\u7684\u53ea\u5728\u8bc6\u522b\u5230\u65f6\u6548\u6027\u610f\u56fe\u65f6\u624d\u68c0\u7d22\u3002\u5b9e\u6d4b\u4e2d\uff0c&quot;2026 \u5e74\u6700\u597d\u7684 XX&quot;\u8fd9\u7c7b\u5e26\u5e74\u4efd\u7684 prompt \u89e6\u53d1\u8054\u7f51\u7684\u6bd4\u4f8b\u660e\u663e\u9ad8\u4e8e&quot;XX \u63a8\u8350&quot;\uff1b\u540c\u4e00\u4e2a prompt\uff0c\u4e00\u4e2a\u5e73\u53f0\u8d70\u4e86\u5b9e\u65f6\u7f51\u9875\uff0c\u53e6\u4e00\u4e2a\u8d70\u4e86\u53c2\u6570\u8bb0\u5fc6\uff0c\u7b54\u6848\u81ea\u7136\u5206\u53c9\u3002<\/li>\n<li><strong>\u8f93\u51fa\u6a21\u677f\u4e0d\u540c\u3002<\/strong> \u6709\u7684\u5e73\u53f0\u9ed8\u8ba4\u7ed9 3 \u4e2a\uff0c\u6709\u7684\u7ed9 5 \u4e2a\uff0c\u6709\u7684\u7ed9 8 \u4e2a\u3002\u540d\u5355\u957f\u5ea6\u76f4\u63a5\u5f71\u54cd Jaccard \u7684\u5206\u6bcd\u2014\u2014\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u7edf\u4e00\u53d6 Top5 \u8ba1\u7b97\u624d\u6709\u53ef\u6bd4\u6027\u3002<\/li>\n<\/ol>\n<p>\u524d\u4e09\u6761\u80fd\u6539\uff0c\u7b2c\u56db\u6761\u53ea\u80fd\u5728\u6d4b\u91cf\u53e3\u5f84\u4e0a\u5bf9\u9f50\u3002<\/p>\n<p><strong>\u600e\u4e48\u9a8c\u8bc1\u7b2c\u4e00\u6761<\/strong>\uff1a\u62ff\u4f60\u81ea\u5df1\u7684\u54c1\u7c7b\u8bcd\uff0c\u5728\u8c46\u5305\u548c\u6587\u5fc3\u5206\u522b\u95ee\u4e00\u6b21\uff0c\u628a\u4e24\u8fb9\u7ed9\u51fa\u7684\u6765\u6e90\u57df\u540d\u6284\u4e0b\u6765\u5bf9\u6bd4\u3002\u5982\u679c\u8c46\u5305\u591a\u4e3a <code>douyin.com<\/code> \/ <code>toutiao.com<\/code>\uff0c\u6587\u5fc3\u591a\u4e3a <code>baijiahao.baidu.com<\/code>\uff0c\u7b2c\u4e00\u6761\u5c31\u5728\u4f60\u7684\u54c1\u7c7b\u4e0a\u590d\u73b0\u4e86\u3002<\/p>\n<h2>\u54ea\u4e9b\u7ed3\u8bba\u53ef\u4ee5\u8de8\u5e73\u53f0\u590d\u7528\uff0c\u54ea\u4e9b\u5fc5\u987b\u5206\u5e73\u53f0\u5355\u72ec\u6253<\/h2>\n<p><strong>\u5224\u65ad\u89c4\u5219\uff1a\u7ed3\u8bba\u5c42\u7684\u4e1c\u897f\u53ef\u4ee5\u590d\u7528\uff0c\u8bc1\u636e\u5c42\u7684\u4e1c\u897f\u5fc5\u987b\u5206\u5e73\u53f0\u3002<\/strong> \u7528\u5b9e\u6d4b\u6570\u636e\u628a\u8fd9\u6761\u89c4\u5219\u62c6\u6210\u53ef\u6267\u884c\u7684\u6e05\u5355\u3002<\/p>\n<p><strong>\u53ef\u4ee5\u8de8\u5e73\u53f0\u590d\u7528\u7684\uff08\u4e00\u6b21\u505a\uff0c\u591a\u5e73\u53f0\u53d7\u76ca\uff09\uff1a<\/strong><\/p>\n<ul>\n<li>\u54c1\u724c\u7684\u57fa\u7840\u4e8b\u5b9e\u4e00\u81f4\u6027\u2014\u2014\u540d\u79f0\u3001\u5b9a\u4f4d\u3001\u6838\u5fc3\u53c2\u6570\u3001\u9002\u7528\u4eba\u7fa4\u3002\u8fd9\u4e9b\u5728\u4e5d\u4e2a\u5e73\u53f0\u7684\u8868\u8ff0\u9519\u8bef\u7387\u9ad8\u5ea6\u76f8\u5173\uff0c\u6539\u4e00\u5904\u3001\u591a\u5904\u540c\u65f6\u53d7\u76ca\u3002<\/li>\n<li>\u6bb5\u843d\u7ea7\u53ef\u5f15\u7528\u6027\u7684\u5199\u6cd5\u3002\u540d\u5355\u91cd\u5408\u5ea6\u518d\u4f4e\uff0c\u88ab\u6458\u5f55\u7684\u6bb5\u843d\u7ed3\u6784\u504f\u597d\u662f\u5171\u901a\u7684\uff1a\u7ed3\u8bba\u5148\u884c\u3001\u81ea\u5305\u542b\u3001\u6709\u5177\u4f53\u6570\u5b57\u3002\u5b9e\u6d4b\u4e2d\u88ab\u5f15\u7528\u7684\u6bb5\u843d\uff0c\u4e2d\u4f4d\u957f\u5ea6\u5728 120 \u5230 180 \u5b57\u4e4b\u95f4\uff0c\u4e14 78% \u5728\u9996\u53e5\u5c31\u51fa\u73b0\u4e86\u7ed3\u8bba\u3002<\/li>\n<li>\u957f\u5c3e\u5177\u4f53\u95ee\u9898\u7684\u7b54\u6848\u8986\u76d6\u3002\u5b9e\u6d4b\u91cc\uff0c\u5bbd\u6cdb\u95ee\u9898\uff08\u5982&quot;XX \u54c1\u724c\u63a8\u8350&quot;\uff09\u7684\u8de8\u5e73\u53f0\u540d\u5355\u91cd\u5408\u5ea6\u662f 0.29\uff0c\u800c\u5e26\u7ea6\u675f\u7684\u5177\u4f53\u95ee\u9898\uff08\u5982&quot;\u9884\u7b97 2000 \u4ee5\u5185\u3001\u9002\u5408\u654f\u611f\u808c\u7684 XX&quot;\uff09\u8fbe\u5230 0.52\u3002<strong>\u95ee\u9898\u8d8a\u5177\u4f53\uff0c\u5404\u5e73\u53f0\u8d8a\u5bb9\u6613\u7ed9\u51fa\u540c\u4e00\u6279\u7b54\u6848\u3002<\/strong><\/li>\n<\/ul>\n<p><strong>\u5fc5\u987b\u5206\u5e73\u53f0\u5355\u72ec\u6253\u7684\uff1a<\/strong><\/p>\n<ul>\n<li>\u4fe1\u6e90\u5e03\u5c40\u30020.21 \u7684\u4fe1\u6e90\u91cd\u5408\u5ea6\u51b3\u5b9a\u4e86\u8fd9\u4ef6\u4e8b\u65e0\u6cd5\u4e00\u6b21\u6027\u5b8c\u6210\uff0c\u6296\u97f3\u7cfb\u5185\u5bb9\u7ba1\u4e0d\u4e86\u767e\u5bb6\u53f7\u7cfb\u7684\u53ef\u89c1\u5ea6\u3002<\/li>\n<li>\u8d1f\u9762\u4fe1\u606f\u4e0e\u9519\u8bef\u4fe1\u606f\u7684\u7ea0\u6b63\u3002\u54ea\u4e2a\u5e73\u53f0\u5728\u8bfb\u54ea\u6761\u8d1f\u9762\uff0c\u5c31\u5728\u54ea\u6761\u8d1f\u9762\u7684\u6e90\u5934\u4e0a\u5904\u7406\u3002<\/li>\n<li>\u7ade\u54c1\u5bf9\u6807\u7ed3\u8bba\u3002\u540c\u4e00\u4e2a\u7ade\u54c1\u5728\u4e0d\u540c\u5e73\u53f0\u7684\u4f4d\u6b21\u5dee\u5f02\u6781\u5927\uff0c\u8de8\u5e73\u53f0\u5408\u5e76\u7edf\u8ba1\u4f1a\u628a\u771f\u5b9e\u95ee\u9898\u62b9\u5e73\u3002<\/li>\n<\/ul>\n<p>\u6700\u540e\u4e00\u6761\u5c24\u5176\u5bb9\u6613\u8e29\u5751\uff1a\u628a\u4e5d\u4e2a\u5e73\u53f0\u7684\u63d0\u53ca\u7387\u5e73\u5747\u6210\u4e00\u4e2a&quot;AI\u53ef\u89c1\u5ea6\u603b\u5206&quot;\uff0c\u770b\u7740\u633a\u597d\uff0c\u5b9e\u9645\u4e0a\u63a9\u76d6\u4e86\u8c46\u5305\u53ea\u6709 8% \u8fd9\u79cd\u81f4\u547d\u77ed\u677f\u3002<strong>AI\u63d0\u53ca\u7387\u5fc5\u987b\u5206\u5e73\u53f0\u770b\uff0c\u5747\u503c\u4f1a\u9a97\u4eba\u3002<\/strong><\/p>\n<h2>\u4e00\u4e2a\u62a4\u80a4\u54c1\u724c\u7684\u516d\u5468\u5bf9\u6bd4\uff1a\u5206\u5e73\u53f0\u6253\uff0c\u53ea\u5728\u5bf9\u5e94\u5e73\u53f0\u89c1\u6548<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u771f\u5b9e\u5ba2\u6237\u6848\u4f8b\uff08\u54c1\u724c\u65b9\u8981\u6c42\u533f\u540d\uff0c\u6570\u636e\u7ecf\u5176\u786e\u8ba4\u540e\u4f7f\u7528\uff09\u3002\u57fa\u7ebf\u9636\u6bb5\uff0c\u8be5\u54c1\u724c\u5728\u4e5d\u5e73\u53f0\u7684\u5e73\u5747\u63d0\u53ca\u7387 22%\uff0c\u5176\u4e2d\u8c46\u5305\u53ea\u6709 8%\uff0cDeepSeek 26%\uff0c\u6587\u5fc3\u4e00\u8a00 19%\u3002<\/p>\n<p>\u9488\u5bf9\u6027\u52a8\u4f5c\u53ea\u6709\u4e24\u4e2a\uff1a<\/p>\n<ol>\n<li>\u628a\u4e09\u7bc7\u6838\u5fc3\u6210\u5206\u6d4b\u8bc4\u5185\u5bb9\u6539\u5199\u4e3a\u6bb5\u843d\u7ea7\u81ea\u5305\u542b\u7ed3\u6784\u2014\u2014\u6bcf\u6bb5 130 \u5230 170 \u5b57\uff0c\u5f00\u5934\u76f4\u63a5\u7ed9\u7ed3\u8bba\uff0c\u914d\u5177\u4f53\u6d53\u5ea6\u4e0e\u5b9e\u6d4b\u6570\u636e\u3002<\/li>\n<li>\u9488\u5bf9\u8c46\u5305\u7684\u4fe1\u6e90\u7ed3\u6784\uff0c\u5728\u6296\u97f3\u4e0e\u5934\u6761\u7cfb\u8865\u4e86 11 \u6761\u56fe\u6587\u4e0e\u77ed\u89c6\u9891\u811a\u672c\u5185\u5bb9\uff0c\u4e3b\u9898\u4e25\u683c\u5bf9\u9f50\u5df2\u76d1\u6d4b\u5230\u7684\u9ad8\u9891 prompt\u3002<\/li>\n<\/ol>\n<p>\u516d\u5468\u540e\u590d\u6d4b\uff0c\u540c\u4e00\u6279 prompt\u3001\u540c\u4e00\u5957\u91c7\u96c6\u89c4\u5219\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u57fa\u7ebf\u63d0\u53ca\u7387<\/th>\n<th>\u516d\u5468\u540e<\/th>\n<th>\u53d8\u5316<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e5d\u5e73\u53f0\u5e73\u5747<\/td>\n<td>22%<\/td>\n<td>41%<\/td>\n<td>+19pp<\/td>\n<\/tr>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>8%<\/td>\n<td>34%<\/td>\n<td>+26pp<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek<\/td>\n<td>26%<\/td>\n<td>38%<\/td>\n<td>+12pp<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>24%<\/td>\n<td>40%<\/td>\n<td>+16pp<\/td>\n<\/tr>\n<tr>\n<td>\u6587\u5fc3\u4e00\u8a00<\/td>\n<td>19%<\/td>\n<td>21%<\/td>\n<td>+2pp<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u6587\u5fc3\u4e00\u8a00\u51e0\u4e4e\u6ca1\u52a8\u3002<\/strong> \u539f\u56e0\u5f88\u76f4\u767d\uff1a\u8fd9\u8f6e\u52a8\u4f5c\u6ca1\u6709\u89e6\u53ca\u767e\u5bb6\u53f7\u7cfb\u5185\u5bb9\uff0c\u800c\u6587\u5fc3\u7684\u4fe1\u6e90\u91cc\u90a3\u90e8\u5206\u5360\u6bd4\u6700\u9ad8\u3002\u8fd9\u6070\u597d\u53cd\u5411\u9a8c\u8bc1\u4e86 0.21 \u8fd9\u4e2a\u6570\u5b57\u2014\u2014\u4fe1\u6e90\u4e0d\u91cd\u5408\uff0c\u4f18\u5316\u5c31\u4e0d\u5916\u6ea2\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u7ec6\u8282\u503c\u5f97\u8bb0\u4e0b\u6765\uff1a\u8c46\u5305\u63d0\u53ca\u7387\u4ece 8% \u6da8\u5230 34% \u7684\u8fc7\u7a0b\u4e2d\uff0c\u524d\u4e09\u5468\u51e0\u4e4e\u6ca1\u6709\u53d8\u5316\uff0c\u7b2c\u56db\u5468\u5f00\u59cb\u8df3\u5347\u3002<strong>\u5185\u5bb9\u8fdb\u5165\u4fe1\u6e90\u6c60\u5230\u88ab\u7a33\u5b9a\u5f15\u7528\u4e4b\u95f4\u5b58\u5728\u6ede\u540e\u671f\uff0c\u4e24\u5468\u5185\u770b\u4e0d\u5230\u6548\u679c\u4e0d\u4ee3\u8868\u65b9\u5411\u9519\u4e86\u3002<\/strong><\/p>\n<p>\u9700\u8981\u63d0\u9192\u7684\u8fb9\u754c\uff1a\u8fd9\u662f\u5355\u54c1\u724c\u5355\u54c1\u7c7b\u7684\u4e00\u6b21\u89c2\u5bdf\uff0c\u4e0d\u80fd\u5f53\u6210&quot;\u8865 11 \u6761\u6296\u97f3\u5185\u5bb9\u5c31\u80fd\u6da8 26pp&quot;\u7684\u516c\u5f0f\u3002\u53ef\u8fc1\u79fb\u7684\u662f\u56e0\u679c\u7ed3\u6784\u2014\u2014<strong>\u52a8\u4e86\u54ea\u4e2a\u4fe1\u6e90\u6c60\uff0c\u5c31\u53ea\u5728\u8bfb\u90a3\u4e2a\u4fe1\u6e90\u6c60\u7684\u5e73\u53f0\u4e0a\u89c1\u6548\u3002<\/strong><\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784727489892-0-89892-2.png\" alt=\"\u62a4\u80a4\u54c1\u724c\u516d\u5468\u4f18\u5316\u524d\u540e\u4e5d\u4e2a\u5e73\u53f0AI\u63d0\u53ca\u7387\u5bf9\u6bd4\u67f1\u72b6\u56fe\"><\/p>\n<h2>\u600e\u4e48\u81ea\u5df1\u8dd1\u4e00\u904d\uff1a\u4e03\u6b65\u590d\u73b0<\/h2>\n<p><strong>\u8fd9\u5957\u6d4b\u6cd5\u4e0d\u9700\u8981\u5de5\u5177\u4e5f\u80fd\u624b\u5de5\u5b8c\u6210\uff0c\u6210\u672c\u5927\u7ea6\u662f\u4e24\u4e2a\u4eba\u5929\u3002<\/strong> \u6309\u987a\u5e8f\u6267\u884c\uff1a<\/p>\n<ol>\n<li><strong>\u5b9a prompt \u5e93\u3002<\/strong> \u81f3\u5c11 30 \u6761\uff0c\u8986\u76d6\u54c1\u7c7b\u8bcd\u3001\u573a\u666f\u8bcd\u3001\u5bf9\u6bd4\u8bcd\u3001\u907f\u5751\u8bcd\u56db\u7c7b\u3002\u63aa\u8f9e\u7528\u771f\u5b9e\u7528\u6237\u53e3\u5f84\uff0c\u4e0d\u8981\u7528\u4f60\u7684\u5b98\u65b9\u8bdd\u672f\u3002<\/li>\n<li><strong>\u5b9a\u5e73\u53f0\u6e05\u5355\u3002<\/strong> \u6309\u4f60\u7684\u7528\u6237\u5b9e\u9645\u5206\u5e03\u9009\uff0c\u4e0d\u8981\u8d2a\u591a\u3002<\/li>\n<li><strong>\u7edf\u4e00\u91c7\u96c6\u6761\u4ef6\u3002<\/strong> \u5168\u65b0\u4f1a\u8bdd\u3001\u65e0\u5386\u53f2\u4e0a\u4e0b\u6587\u3001\u9ed8\u8ba4\u6863\u4f4d\u3001\u8054\u7f51\u5f00\u5173\u4e00\u81f4\uff0c\u6bcf\u6761 prompt \u8dd1 3 \u6b21\u3002<\/li>\n<li><strong>\u53ea\u8bb0\u4e09\u6837\u3002<\/strong> Top5 \u54c1\u724c\u4e0e\u987a\u5e8f\u3001\u5f15\u7528\u6765\u6e90\u57df\u540d\u3001\u662f\u5426\u7ed9\u51fa\u6765\u6e90\u3002\u622a\u56fe\u5b58\u6863\uff0c\u65b9\u4fbf\u540e\u7eed\u590d\u6838\u3002<\/li>\n<li><strong>\u7b97\u4e09\u4e2a\u6307\u6807\u3002<\/strong> \u540d\u5355\u91cd\u5408\u5ea6\u7528 Top5 Jaccard\uff0c\u4f4d\u6b21\u4e00\u81f4\u7387\u7528 Top10 \u4f4d\u6b21\u5dee \u22642 \u7684\u6bd4\u4f8b\uff0c\u4fe1\u6e90\u91cd\u5408\u5ea6\u7528\u57df\u540d\u7ea7 Jaccard\u3002<\/li>\n<li><strong>\u7b97\u81ea\u91cd\u5408\u5ea6\u505a\u5bf9\u7167\u3002<\/strong> \u540c\u5e73\u53f0\u4e09\u6b21\u7ed3\u679c\u4e4b\u95f4\u7684 Jaccard\uff0c\u7528\u6765\u5224\u65ad\u5dee\u5f02\u662f\u7ed3\u6784\u6027\u7684\u8fd8\u662f\u566a\u58f0\u3002<\/li>\n<li><strong>\u51fa\u4f18\u5148\u7ea7\u6392\u5e8f\u3002<\/strong> \u7528\u4e0b\u4e00\u8282\u7684\u516c\u5f0f\u6392\u4e00\u904d\uff0c\u5b9a\u4e0b\u91cd\u70b9\u5e73\u53f0\u3002<\/li>\n<\/ol>\n<p>\u7b2c 4 \u6b65\u7684\u8bb0\u5f55\u8868\u53ef\u4ee5\u5c31\u4e09\u5217\uff1a<code>\u5e73\u53f0 | prompt | Top5\u54c1\u724c(\u6309\u987a\u5e8f) | \u6765\u6e90\u57df\u540d(\u9017\u53f7\u5206\u9694) | \u6709\u65e0\u6765\u6e90<\/code>\u3002Jaccard \u5728 Excel \u91cc\u4e00\u4e2a\u516c\u5f0f\u5c31\u80fd\u7b97\uff0c\u4e0d\u9700\u8981\u5199\u4ee3\u7801\u3002<\/p>\n<p>\u6307\u6807\u53e3\u5f84\u548c\u770b\u677f\u5b57\u6bb5\u7684\u5b8c\u6574\u5b9a\u4e49\uff0c\u53ef\u4ee5\u5bf9\u7167<a href=\"https:\/\/maxaeo.cn\/blog\/ai-brand-monitoring-2\">AI\u54c1\u724c\u76d1\u6d4b\u600e\u4e48\u505a\uff1aPrompt\u3001\u6307\u6807\u3001\u770b\u677f\u4e0e\u5de5\u5177\u9009\u578b<\/a>\u5bf9\u9f50\uff0c\u907f\u514d\u81ea\u5df1\u7b97\u51fa\u6765\u7684\u6570\u5b57\u548c\u540e\u7eed\u5de5\u5177\u53e3\u5f84\u6253\u67b6\u3002<\/p>\n<h2>\u4e09\u79cd\u9884\u7b97\u4e0b\u7684\u76d1\u6d4b\u4f18\u5148\u7ea7\uff1a\u628a\u611f\u89c9\u6362\u6210\u516c\u5f0f<\/h2>\n<p><strong>\u4f18\u5148\u7ea7 = \u8be5\u5e73\u53f0\u5728\u4f60\u884c\u4e1a\u7684\u7528\u6237\u8986\u76d6\u6743\u91cd \u00d7 (1 \u2212 \u8be5\u5e73\u53f0\u4e0e\u5176\u4f59\u5e73\u53f0\u7684\u540d\u5355\u91cd\u5408\u5ea6)\u3002<\/strong> \u524d\u4e00\u9879\u8861\u91cf\u503c\u4e0d\u503c\u5f97\u7ba1\uff0c\u540e\u4e00\u9879\u8861\u91cf\u5fc5\u987b\u5355\u72ec\u7ba1\u7684\u7a0b\u5ea6\u2014\u2014\u91cd\u5408\u5ea6\u8d8a\u4f4e\uff0c\u8d8a\u4e0d\u80fd\u9760\u522b\u7684\u5e73\u53f0\u4ee3\u7ba1\u3002<\/p>\n<p>\u6309\u8fd9\u4e2a\u516c\u5f0f\uff0c\u8c46\u5305\u7684\u72ec\u7acb\u6027\u7cfb\u6570\u6700\u9ad8\uff081 \u2212 0.26 = 0.74\uff09\uff0c\u901a\u4e49\u6700\u4f4e\uff080.56\uff09\u3002\u518d\u4e58\u4e0a\u4f60\u81ea\u5df1\u884c\u4e1a\u7684\u7528\u6237\u6743\u91cd\uff0c\u6392\u5e8f\u5c31\u51fa\u6765\u4e86\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9884\u7b97\u6863\u4f4d<\/th>\n<th>\u5efa\u8bae\u76d1\u6d4b\u5e73\u53f0\u6570<\/th>\n<th>\u4f18\u5148\u987a\u5e8f\uff08\u6d88\u8d39\u54c1\u7c7b\uff09<\/th>\n<th>\u4f18\u5148\u987a\u5e8f\uff08B2B \/ SaaS\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7d27\u5f20\uff08\u6bcf\u6708 1 \u6b21\u4eba\u5de5\u62bd\u67e5\uff09<\/td>\n<td>3<\/td>\n<td>\u8c46\u5305 \u2192 DeepSeek \u2192 \u901a\u4e49\u5343\u95ee<\/td>\n<td>DeepSeek \u2192 \u901a\u4e49\u5343\u95ee \u2192 \u79d8\u5854AI\u641c\u7d22<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u7b49\uff08\u6bcf\u5468\u81ea\u52a8\u91c7\u96c6\uff09<\/td>\n<td>5<\/td>\n<td>\u8c46\u5305 \u2192 DeepSeek \u2192 \u901a\u4e49\u5343\u95ee \u2192 \u817e\u8baf\u5143\u5b9d \u2192 \u79d8\u5854<\/td>\n<td>DeepSeek \u2192 \u901a\u4e49\u5343\u95ee \u2192 \u79d8\u5854 \u2192 Kimi \u2192 \u667a\u8c31\u6e05\u8a00<\/td>\n<\/tr>\n<tr>\n<td>\u5145\u8db3\uff08\u6bcf\u65e5\u5168\u91cf + \u7ade\u54c1\u5bf9\u6807\uff09<\/td>\n<td>9<\/td>\n<td>\u5168\u5e73\u53f0\uff0c\u6309\u81ea\u91cd\u5408\u5ea6\u8bbe\u91c7\u6837\u6b21\u6570<\/td>\n<td>\u5168\u5e73\u53f0\uff0c\u6309\u81ea\u91cd\u5408\u5ea6\u8bbe\u91c7\u6837\u6b21\u6570<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7d27\u5f20\u6863\u4e3a\u4ec0\u4e48\u628a\u8c46\u5305\u653e\u7b2c\u4e00\uff1a\u5b83\u7684\u5206\u6b67\u5ea6\u6700\u9ad8\uff0c\u7b49\u4e8e&quot;\u6700\u4e0d\u53ef\u80fd\u88ab\u522b\u7684\u5e73\u53f0\u4ee3\u8868&quot;\uff0c\u6f0f\u6389\u5b83\u76f8\u5f53\u4e8e\u4e22\u6389\u4e00\u6574\u5757\u76f2\u533a\u3002B2B \u573a\u666f\u628a\u5b83\u653e\u540e\uff0c\u662f\u56e0\u4e3a\u8be5\u4eba\u7fa4\u7684\u5b9e\u9645\u4f7f\u7528\u96c6\u4e2d\u5728 DeepSeek \u4e0e\u901a\u4e49\u3002<\/p>\n<p>\u91c7\u6837\u6b21\u6570\u6309\u81ea\u91cd\u5408\u5ea6\u5b9a\uff1a\u81ea\u91cd\u5408\u5ea6\u4f4e\u4e8e 0.70 \u7684\u5e73\u53f0\uff08\u6587\u5fc3\u3001\u8c46\u5305\u3001\u661f\u706b\uff09\u6bcf\u6761 prompt \u81f3\u5c11\u8dd1 3 \u6b21\uff1b\u9ad8\u4e8e 0.80 \u7684\uff08\u79d8\u5854\u3001DeepSeek\uff09\u8dd1 1 \u6b21\u5373\u53ef\u3002\u8fd9\u4e00\u6761\u80fd\u7701\u6389\u5927\u7ea6\u4e09\u5206\u4e4b\u4e00\u7684\u91c7\u96c6\u91cf\u3002\u66f4\u7ec6\u7684\u5e73\u53f0\u6e05\u5355\u4e0e prompt \u5e93\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/china-ai-platform-monitoring\">\u56fd\u5185AI\u641c\u7d22\u5e73\u53f0\u76d1\u63a7\u6e05\u5355\uff1a\u5e73\u53f0\u4f18\u5148\u7ea7\u3001\u6307\u6807\u4e0ePrompt\u5e93<\/a>\u3002<\/p>\n<h2>\u5206\u6b67\u5ea6\u9ad8\u7684\u5e73\u53f0\uff0c\u503c\u5f97\u6295\u591a\u5c11\uff1a\u5148\u770b\u5f15\u6d41\u80fd\u529b<\/h2>\n<p>\u5206\u6b67\u5ea6\u53ea\u56de\u7b54&quot;\u8981\u4e0d\u8981\u5355\u72ec\u7ba1&quot;\uff0c\u4e0d\u56de\u7b54&quot;\u7ba1\u4e86\u503c\u591a\u5c11\u94b1&quot;\u3002\u4e24\u8005\u8981\u4e00\u8d77\u770b\uff1a<strong>\u4e00\u4e2a\u9ad8\u5206\u6b67\u4f46\u51e0\u4e4e\u4e0d\u5e26\u6d41\u91cf\u7684\u5e73\u53f0\uff0c\u4f18\u5148\u7ea7\u5e94\u8be5\u5f80\u4e0b\u8c03\u3002<\/strong><\/p>\n<p>\u5224\u65ad\u987a\u5e8f\u662f\u4e09\u6b65\uff1a<\/p>\n<ol>\n<li>\u7528\u4e0a\u9762\u7684\u516c\u5f0f\u7b97\u51fa\u72ec\u7acb\u6027\u7cfb\u6570\uff0c\u7b5b\u51fa\u5fc5\u987b\u5355\u72ec\u7ba1\u7684\u5e73\u53f0\u3002<\/li>\n<li>\u67e5\u8fd9\u4e9b\u5e73\u53f0\u7684\u5b9e\u9645\u5f15\u6d41\u80fd\u529b\u2014\u2014\u4e0d\u540c\u5e73\u53f0\u88ab\u5f15\u7528\u4e00\u6b21\u80fd\u5e26\u6765\u7684\u70b9\u51fb\u91cf\u5dee\u5f02\u5f88\u5927\uff0c\u79d8\u5854\u8fd9\u7c7b\u7ed9\u51fa\u5b8c\u6574\u6765\u6e90\u94fe\u63a5\u7684\u5e73\u53f0\u70b9\u51fb\u8f6c\u5316\u660e\u663e\u597d\u4e8e\u7eaf\u751f\u6210\u5f0f\u7b54\u6848\uff0c\u5177\u4f53\u91cf\u7ea7\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-citation-traffic\">\u88abAI\u5f15\u7528\u4e00\u6b21\u5230\u5e95\u80fd\u5e26\u591a\u5c11\u6d41\u91cf\uff1a\u4e3b\u6d41\u5e73\u53f0\u5f15\u6d41\u80fd\u529b\u5b9e\u6d4b\u5bf9\u6bd4<\/a>\u3002<\/li>\n<li>\u4e24\u8005\u76f8\u4e58\u518d\u6392\u5e8f\u3002\u9ad8\u5206\u6b67 + \u9ad8\u5f15\u6d41\u7684\u5e73\u53f0\u6392\u6700\u524d\uff0c\u9ad8\u5206\u6b67 + \u4f4e\u5f15\u6d41\u7684\u53ea\u505a\u5b9a\u671f\u62bd\u67e5\u5373\u53ef\u3002<\/li>\n<\/ol>\n<p>\u5bf9\u591a\u6570\u6d88\u8d39\u54c1\u7c7b\uff0c\u8fd9\u5957\u6392\u4e0b\u6765\u8c46\u5305\u4ecd\u5728\u7b2c\u4e00\u2014\u2014\u5206\u6b67\u6700\u9ad8\u4e14\u6d41\u91cf\u57fa\u6570\u5927\u3002\u4f46\u5bf9\u67d0\u4e9b B2B \u54c1\u7c7b\uff0c\u79d8\u5854\u7684\u5b9e\u9645\u5f15\u6d41\u4ef7\u503c\u4f1a\u76d6\u8fc7\u5b83\u66f4\u9ad8\u7684\u5206\u6b67\u6392\u4f4d\u3002<\/p>\n<h2>\u4e09\u4e2a\u5bb9\u6613\u8bef\u5224\u7684\u5751<\/h2>\n<p><strong>\u7b2c\u4e00\uff0c\u628a&quot;\u88ab\u5f15\u7528&quot;\u5f53\u6210&quot;\u88ab\u63a8\u8350&quot;\u3002<\/strong> \u5b9e\u6d4b\u91cc\u6709 9 \u7ec4 prompt \u51fa\u73b0\u8fc7\u8fd9\u79cd\u60c5\u51b5\uff1a\u54c1\u724c\u5b98\u7f51\u51fa\u73b0\u5728\u53c2\u8003\u6765\u6e90\u91cc\uff0c\u6b63\u6587\u63a8\u8350\u540d\u5355\u5374\u6ca1\u6709\u8fd9\u4e2a\u54c1\u724c\u3002\u5f15\u7528\u548c\u63a8\u8350\u662f\u4e24\u6761\u72ec\u7acb\u94fe\u8def\u2014\u2014\u88ab\u5f15\u7528\u53ea\u8bf4\u660e\u4f60\u7684\u9875\u9762\u88ab\u68c0\u7d22\u5230\u4e86\uff0c\u88ab\u63a8\u8350\u8fd8\u9700\u8981\u6a21\u578b\u8ba4\u53ef\u4f60\u7b26\u5408\u95ee\u9898\u91cc\u7684\u7ea6\u675f\u6761\u4ef6\u3002\u6392\u67e5\u65f6\u5148\u770b\u8fd9\u4e24\u6761\u54ea\u4e00\u6761\u65ad\u4e86\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\uff0c\u5355\u6b21\u62bd\u67e5\u4e0b\u7ed3\u8bba\u3002<\/strong> \u81ea\u91cd\u5408\u5ea6 0.61 \u7684\u5e73\u53f0\uff0c\u5355\u6b21\u7ed3\u679c\u7684\u8bef\u5224\u6982\u7387\u76f8\u5f53\u53ef\u89c2\u3002\u770b\u5230&quot;\u6211\u4eec\u4e0d\u89c1\u4e86&quot;\u5148\u8dd1\u4e09\u6b21\u518d\u8bf4\u3002\u5224\u65ad\u6807\u51c6\u53ef\u5bf9\u7167<a href=\"https:\/\/maxaeo.cn\/blog\/brand-ai-recommendation-check\">\u54c1\u724c\u662f\u5426\u88abAI\u63a8\u8350\uff1f4\u4e2a\u5e73\u53f0\u81ea\u67e5\u65b9\u6cd5\u4e0e\u5224\u65ad\u6807\u51c6<\/a>\u3002<\/p>\n<p><strong>\u7b2c\u4e09\uff0c\u7528\u5e73\u5747\u503c\u6c47\u62a5\u3002<\/strong> \u4e5d\u5e73\u53f0\u5e73\u5747\u63d0\u53ca\u7387\u662f\u7ed9\u8001\u677f\u770b\u7684\uff0c\u4e0d\u662f\u7ed9\u6267\u884c\u770b\u7684\u3002\u771f\u6b63\u8981\u76ef\u7684\u662f\u5206\u5e03\u91cc\u6700\u4f4e\u7684\u90a3\u4e24\u4e2a\u5e73\u53f0\u2014\u2014\u5b83\u4eec\u624d\u662f\u589e\u91cf\u6240\u5728\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>\u95ee\uff1a\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02\u8fd9\u4e48\u5927\uff0c\u662f\u4e0d\u662f\u8bf4\u660e\u8fd9\u4e9b\u5e73\u53f0\u4e0d\u53ef\u9760\uff1f<\/strong><br \/>\n\u4e0d\u662f\u3002\u5dee\u5f02\u4e3b\u8981\u6765\u81ea\u4fe1\u6e90\u6c60\u548c\u68c0\u7d22\u7b56\u7565\u7684\u4e0d\u540c\uff0c\u4e0d\u662f\u51c6\u786e\u6027\u95ee\u9898\u3002\u5bf9\u54c1\u724c\u65b9\u6765\u8bf4\uff0c\u5dee\u5f02\u53cd\u800c\u662f\u673a\u4f1a\u2014\u2014\u5206\u6b67\u5ea6\u9ad8\u610f\u5473\u7740\u67d0\u4e2a\u5e73\u53f0\u7684\u5934\u90e8\u4f4d\u7f6e\u8fd8\u6ca1\u88ab\u5360\u7a33\u3002<\/p>\n<p><strong>\u95ee\uff1a\u56fd\u4ea7AI\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u6bd4\u56fd\u5916\u7684 ChatGPT\u3001Perplexity \u66f4\u5927\u5417\uff1f<\/strong><br \/>\n\u66f4\u5927\u3002\u56fd\u5916\u5e73\u53f0\u7684\u68c0\u7d22\u5c42\u666e\u904d\u4f9d\u8d56 Google \u6216 Bing \u7d22\u5f15\uff0c\u5e95\u5c42\u4fe1\u6e90\u6c60\u9ad8\u5ea6\u91cd\u5408\uff1b\u56fd\u4ea7\u5e73\u53f0\u5404\u81ea\u5e26\u7740\u6296\u97f3\u7cfb\u3001\u767e\u5bb6\u53f7\u7cfb\u3001\u5fae\u4fe1\u7cfb\u3001\u963f\u91cc\u7cfb\u7684\u5c01\u95ed\u5185\u5bb9\u6c60\uff0c\u91cd\u5408\u5ea6\u5929\u7136\u4f4e\u3002\u8fd9\u4e5f\u662f&quot;\u56fd\u5916\u7684\u4e00\u5957 GEO \u6253\u6cd5\u642c\u8fc7\u6765\u4e0d\u7075&quot;\u7684\u6839\u672c\u539f\u56e0\u3002<\/p>\n<p><strong>\u95ee\uff1a\u591a\u4e45\u590d\u6d4b\u4e00\u6b21\u6bd4\u8f83\u5408\u7406\uff1f<\/strong><br \/>\n\u9ad8\u5206\u6b67\u5ea6\u5e73\u53f0\uff08\u8c46\u5305\u3001\u6587\u5fc3\u3001\u79d8\u5854\uff09\u5efa\u8bae\u6bcf\u5468\u4e00\u6b21\uff0c\u5176\u4f59\u6bcf\u4e24\u5468\u4e00\u6b21\u3002\u505a\u8fc7\u5185\u5bb9\u52a8\u4f5c\u540e\uff0c\u7b2c 2\u30014\u30016 \u5468\u5404\u6d4b\u4e00\u6b21\uff0c\u907f\u5f00\u524d\u9762\u63d0\u5230\u7684\u4e24\u5468\u6ede\u540e\u671f\u3002<\/p>\n<p><strong>\u95ee\uff1a\u4e3a\u4ec0\u4e48\u4e0d\u76f4\u63a5\u7528\u4e00\u4e2a&quot;\u7efc\u5408\u53ef\u89c1\u5ea6\u5206\u6570&quot;\uff1f<\/strong><br \/>\n\u56e0\u4e3a 0.21 \u7684\u4fe1\u6e90\u91cd\u5408\u5ea6\u51b3\u5b9a\u4e86\u5404\u5e73\u53f0\u7684\u4f18\u5316\u8def\u5f84\u4e92\u4e0d\u76f8\u901a\u3002\u7efc\u5408\u5206\u80fd\u53cd\u6620\u8d8b\u52bf\uff0c\u4f46\u65e0\u6cd5\u6307\u5bfc\u52a8\u4f5c\u2014\u2014\u5b83\u4f1a\u628a&quot;\u8c46\u5305 8%\u3001\u901a\u4e49 40%&quot;\u5e73\u5747\u6210\u4e00\u4e2a\u770b\u8d77\u6765\u8fd8\u884c\u7684\u6570\u5b57\u3002<\/p>\n<p><strong>\u95ee\uff1aprompt \u5e94\u8be5\u7528\u591a\u5c11\u6761\u624d\u591f\uff1f<\/strong><br \/>\n30 \u6761\u662f\u6700\u4f4e\u53ef\u7528\u91cf\uff0c\u80fd\u8986\u76d6\u56db\u7c7b\u610f\u56fe\u5e76\u8ba9 Jaccard \u8ba1\u7b97\u4e0d\u81f3\u4e8e\u88ab\u5355\u6761\u7ed3\u679c\u5e26\u504f\u300250 \u5230 80 \u6761\u80fd\u660e\u663e\u964d\u4f4e\u6ce2\u52a8\uff0c\u8d85\u8fc7 100 \u6761\u8fb9\u9645\u6536\u76ca\u9012\u51cf\u3002<\/p>\n<p><strong>\u95ee\uff1a\u4f4d\u6b21\u4e00\u81f4\u7387\u4f4e\uff0c\u662f\u4e0d\u662f\u5e94\u8be5\u53ea\u76ef\u63d0\u53ca\u7387\uff1f<\/strong><br \/>\n\u4e24\u4e2a\u90fd\u8981\u76ef\uff0c\u4f46\u4f18\u5148\u7ea7\u4e0d\u540c\u3002\u5148\u89e3\u51b3&quot;\u6709\u6ca1\u6709\u88ab\u63d0\u5230&quot;\uff0c\u518d\u89e3\u51b3&quot;\u6392\u7b2c\u51e0&quot;\u3002\u63d0\u53ca\u7387\u4e0d\u5230 30% \u65f6\u4f18\u5316\u4f4d\u6b21\u6536\u76ca\u5f88\u5c0f\uff1b\u63d0\u53ca\u7387\u8fc7\u4e86 50%\uff0c\u4f4d\u6b21\u624d\u5f00\u59cb\u663e\u8457\u5f71\u54cd\u7528\u6237\u9009\u62e9\u3002<\/p>\n<p><strong>\u95ee\uff1a\u8fd9\u5957\u65b9\u6cd5\u80fd\u7528\u5728\u56fd\u5916\u5e73\u53f0\u4e0a\u5417\uff1f<\/strong><br \/>\n\u80fd\uff0c\u6307\u6807\u5b9a\u4e49\u5b8c\u5168\u901a\u7528\uff0c\u53ea\u9700\u66ff\u6362\u5e73\u53f0\u6e05\u5355\u548c prompt \u5e93\u3002\u82f1\u6587\u8bed\u5883\u4e0b\u7684\u7ed3\u679c\u6ce2\u52a8\u6210\u56e0\u53ef\u53c2\u8003 <a href=\"https:\/\/maxaeo.ai\/blog\/why-ai-search-results-change-2\">Why AI Search Results Keep Changing<\/a>\u3002<\/p>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Article\",\n  \"headline\": \"\u56fd\u4ea7AI\u7b54\u6848\u5dee\u5f02\u6709\u591a\u5927\uff1a\u4e5d\u5e73\u53f0\u5206\u6b67\u5ea6\u5b9e\u6d4b\u4e0e\u76d1\u6d4b\u4f18\u5148\u7ea7\",\n  \"description\": 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