{"id":1161,"date":"2026-07-22T10:46:56","date_gmt":"2026-07-22T02:46:56","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-brand-recommendation-rank\/"},"modified":"2026-08-06T20:36:08","modified_gmt":"2026-08-06T12:36:08","slug":"ai-brand-recommendation-rank","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-brand-recommendation-rank\/","title":{"rendered":"AI\u54c1\u724c\u63a8\u8350\u6392\u540d\u600e\u4e48\u5224\u5b9a\uff1a\u63a8\u8350\u4f4d\u3001\u5019\u9009\u4f4d\u4e0e\u666e\u901a\u63d0\u53ca\u7684\u56db\u7ea7\u6807\u51c6"},"content":{"rendered":"<p>\u7edf\u8ba1 AI\u54c1\u724c\u63a8\u8350\u6392\u540d\u65f6\uff0c\u6700\u5bb9\u6613\u51fa\u9519\u7684\u4e00\u6b65\u4e0d\u662f\u6293\u6570\u636e\uff0c\u800c\u662f\u5224\u5b9a\uff1a&quot;\u88ab\u63d0\u5230&quot;\u548c&quot;\u88ab\u63a8\u8350&quot;\u4e0d\u662f\u4e00\u56de\u4e8b\u3002\u540c\u4e00\u6761 DeepSeek \u7b54\u6848\uff0cA \u540c\u4e8b\u8bb0\u6210&quot;\u6392\u7b2c 2&quot;\uff0cB \u540c\u4e8b\u8bb0\u6210&quot;\u987a\u5e26\u63d0\u4e86\u4e00\u53e5&quot;\uff0c\u4e24\u4efd\u5468\u62a5\u6253\u67b6\uff0c\u7ba1\u7406\u5c42\u5c31\u4e0d\u518d\u4fe1\u8fd9\u5957\u6570\u5b57\u3002<\/p>\n<p>\u95ee\u9898\u51fa\u5728\u5224\u5b9a\u89c4\u5219\u7f3a\u4f4d\u3002\u54c1\u724c\u540d\u51fa\u73b0\u5728\u6709\u5e8f\u5217\u8868\u7b2c\u4e8c\u9879\u3001\u51fa\u73b0\u5728&quot;\u5176\u4ed6\u8fd8\u6709\u2026\u2026&quot;\u7684\u8865\u5145\u53e5\u91cc\u3001\u51fa\u73b0\u5728\u6587\u672b\u53c2\u8003\u94fe\u63a5\u91cc\u2014\u2014\u8fd9\u4e09\u79cd\u60c5\u51b5\u5728\u591a\u6570\u56e2\u961f\u7684\u8868\u683c\u91cc\u88ab\u8bb0\u6210\u540c\u4e00\u4e2a&quot;\u63d0\u53ca&quot;\uff0c\u751a\u81f3\u88ab\u6362\u7b97\u6210\u540c\u4e00\u4e2a\u6392\u540d\u3002<\/p>\n<p>\u4e0b\u9762\u8fd9\u5957\u56db\u7ea7\u5224\u5b9a\u6807\u51c6\uff08\u63a8\u8350\u4f4d \/ \u5019\u9009\u4f4d \/ \u666e\u901a\u63d0\u53ca \/ \u4ec5\u5f15\u7528\uff09\u6765\u81ea MaxAEO \u6807\u6ce8\u56e2\u961f\u5904\u7406\u4e2d\u6587 AI \u7b54\u6848\u65f6\u6c89\u6dc0\u7684\u89c4\u5219\u96c6\uff0c\u91cd\u70b9\u89e3\u51b3<strong>\u5217\u8868\u987a\u5e8f\u3001\u5e76\u5217\u63a8\u8350\u3001\u8865\u5145\u63d0\u53ca\u3001\u5f15\u7528\u6765\u6e90\u88ab\u6df7\u7b97<\/strong>\u8fd9\u56db\u7c7b\u6b67\u4e49\u3002\u89c4\u5219\u53ef\u4ee5\u76f4\u63a5\u6284\u8fdb\u6807\u6ce8\u624b\u518c\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784647420324-3-20327-1.png\" alt=\"AI\u54c1\u724c\u63a8\u8350\u6392\u540d\u56db\u7ea7\u5224\u5b9a\u793a\u610f\uff1a\u63a8\u8350\u4f4d\u3001\u5019\u9009\u4f4d\u3001\u666e\u901a\u63d0\u53ca\u3001\u4ec5\u5f15\u7528\u5728\u540c\u4e00\u6761\u7b54\u6848\u4e2d\u7684\u5206\u5e03\"><\/p>\n<h2>\u4ec0\u4e48\u662f AI \u54c1\u724c\u63a8\u8350\u6392\u540d\uff1a\u4e00\u6761\u7b54\u6848\u91cc\u6709\u56db\u79cd&quot;\u88ab\u63d0\u5230&quot;<\/h2>\n<p><strong>AI\u54c1\u724c\u63a8\u8350\u6392\u540d\uff0c\u6307\u54c1\u724c\u5728 AI \u7b54\u6848\u4e2d\u88ab\u660e\u786e\u63a8\u8350\u65f6\u6240\u5904\u7684\u4f4d\u6b21\uff0c\u53ea\u7edf\u8ba1\u6784\u6210\u63a8\u8350\u7684\u63d0\u53ca\uff0c\u4e0d\u5305\u542b\u80cc\u666f\u4e3e\u4f8b\u548c\u6765\u6e90\u5f15\u7528\u3002<\/strong> \u6362\u53e5\u8bdd\u8bf4\uff0c\u6392\u540d\u7684\u5206\u6bcd\u4e0d\u662f&quot;\u51fa\u73b0\u6b21\u6570&quot;\uff0c\u800c\u662f&quot;\u591f\u5f97\u4e0a\u63a8\u8350\u7684\u51fa\u73b0\u6b21\u6570&quot;\u3002<\/p>\n<p>\u56db\u7ea7\u6807\u51c6\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ea7\u522b<\/th>\n<th>\u4ee3\u53f7<\/th>\n<th>\u5224\u5b9a\u542b\u4e49<\/th>\n<th>\u662f\u5426\u8fdb\u6392\u540d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u63a8\u8350\u4f4d<\/td>\n<td>R<\/td>\n<td>AI \u660e\u786e\u5efa\u8bae\u9009\u5b83\uff0c\u5e76\u7ed9\u51fa\u7406\u7531<\/td>\n<td>\u662f\uff0c\u8ba1\u4f4d\u6b21<\/td>\n<\/tr>\n<tr>\n<td>\u5019\u9009\u4f4d<\/td>\n<td>C<\/td>\n<td>\u8fdb\u5165\u63a8\u8350\u540d\u5355\uff0c\u4f46\u65e0\u72ec\u7acb\u5c55\u5f00<\/td>\n<td>\u662f\uff0c\u8ba1\u4f4d\u6b21<\/td>\n<\/tr>\n<tr>\n<td>\u666e\u901a\u63d0\u53ca<\/td>\n<td>M<\/td>\n<td>\u4f5c\u4e3a\u80cc\u666f\u3001\u4e3e\u4f8b\u3001\u5bf9\u6bd4\u53c2\u7167\u51fa\u73b0<\/td>\n<td>\u5426\uff0c\u53ea\u8ba1\u63d0\u53ca<\/td>\n<\/tr>\n<tr>\n<td>\u4ec5\u5f15\u7528<\/td>\n<td>S<\/td>\n<td>\u4ec5\u51fa\u73b0\u5728\u6765\u6e90\u94fe\u63a5\u6216\u811a\u6ce8<\/td>\n<td>\u5426\uff0c\u5355\u72ec\u8ba1\u5f15\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5206\u5c42\u7684\u610f\u4e49\u5728\u4e8e\uff1a<strong>\u63d0\u53ca\u7387\u9ad8\u4e0d\u7b49\u4e8e\u63a8\u8350\u5f3a<\/strong>\u3002\u4e00\u4e2a\u54c1\u724c\u88ab AI \u5f53\u6210&quot;\u8fd9\u4e2a\u54c1\u7c7b\u91cc\u8fd8\u6709\u4e2a\u505a\u4f4e\u4ef7\u7684&quot;\u53cd\u590d\u63d0\u5230\uff0c\u63d0\u53ca\u7387\u5f88\u597d\u770b\uff0c\u4f46\u4e00\u6b21\u63a8\u8350\u4f4d\u90fd\u6ca1\u62ff\u5230\u3002\u8fd9\u5957\u5206\u5c42\u600e\u4e48\u63a5\u8fdb\u5b8c\u6574\u6307\u6807\u4f53\u7cfb\uff0c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-visibility-metrics\">AI\u54c1\u724c\u53ef\u89c1\u6027\u600e\u4e48\u8861\u91cf\uff1a\u4ece\u63d0\u53ca\u7387\u5230\u63a8\u8350\u4f4d\u7684\u6307\u6807\u4f53\u7cfb<\/a>\u3002<\/p>\n<h2>AI\u54c1\u724c\u63a8\u8350\u6392\u540d\u548c\u4f20\u7edf\u641c\u7d22\u6392\u540d\u6709\u4ec0\u4e48\u4e0d\u540c<\/h2>\n<p>\u76f4\u63a5\u628a Google 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1\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u7ed3\u8bba\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u5217\u8868\u4f4d\u5e8f\u4e0d\u7b49\u4e8e\u63a8\u8350\u5f3a\u5ea6<\/h2>\n<p><strong>\u7b54\u6848\u5148\u884c\uff1a\u53ea\u6709&quot;\u504f\u597d\u6392\u5e8f&quot;\u7684\u5e8f\u53f7\u80fd\u5f53\u63a8\u8350\u5f3a\u5ea6\u7528\uff0c\u53e6\u5916\u4e24\u79cd\u6392\u5e8f\u7684\u5e8f\u53f7\u4e0d\u80fd\u3002<\/strong><\/p>\n<p>\u4e09\u79cd\u6392\u5e8f\u903b\u8f91\u8981\u5206\u5f00\u8fa8\u522b\uff1a<\/p>\n<ul>\n<li><strong>\u504f\u597d\u6392\u5e8f<\/strong>\uff1aAI \u5148\u7ed9\u7ed3\u8bba\u518d\u5217\u540d\u5355\uff0c&quot;\u6700\u63a8\u8350\u7684\u662f X\uff0c\u5176\u6b21\u662f Y&quot;\u3002\u5e8f\u53f7 = \u63a8\u8350\u5f3a\u5ea6\uff0c\u53ef\u76f4\u63a5\u91c7\u4fe1\u3002<\/li>\n<li><strong>\u679a\u4e3e\u6392\u5e8f<\/strong>\uff1aAI \u5728\u7f57\u5217\u54c1\u7c7b\u73a9\u5bb6\uff0c\u5e38\u6309\u77e5\u540d\u5ea6\u3001\u6210\u7acb\u65f6\u95f4\u3001\u4ef7\u683c\u4ece\u4f4e\u5230\u9ad8\u6392\u5217\u3002\u5e8f\u53f7 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AI\u641c\u7d22\u6392\u540d\u6570\u636e\u90fd\u662f\u9519\u7684\u3002<\/p>\n<p>\u6211\u4eec\u7684\u5b9e\u6d4b\u6837\u672c\u91cc\uff0c<strong>\u542b\u5217\u8868\u7684\u4e2d\u6587\u7b54\u6848\u4e2d\u679a\u4e3e\u6392\u5e8f\u5360 61%\uff0c\u504f\u597d\u6392\u5e8f\u4ec5 27%\uff0c\u573a\u666f\u6392\u5e8f 12%<\/strong>\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u628a\u5217\u8868\u5e8f\u53f7\u76f4\u63a5\u5f53\u6392\u540d\u7528\uff0c\u8d85\u8fc7\u4e03\u6210\u7684\u6570\u636e\u4f1a\u88ab\u7b97\u9519\u65b9\u5411\u3002<\/p>\n<h2>\u63a8\u8350\u4f4d\uff08R\uff09\u600e\u4e48\u5224\uff1a\u4e94\u6761\u786c\u6807\u51c6<\/h2>\n<p>\u63a8\u8350\u4f4d\u662f\u6700\u9ad8\u4e00\u7ea7\u5224\u5b9a\uff0c\u6807\u51c6\u8981\u4e25\u3002\u54c1\u724c\u6ee1\u8db3\u4ee5\u4e0b\u4e94\u6761\u4e2d\u7684\u4efb\u610f\u4e24\u6761\uff0c\u4e14\u4e0d\u89e6\u53d1\u6392\u9664\u9879\uff0c\u624d\u8bb0\u4e3a\u63a8\u8350\u4f4d\u2014\u2014\u53ea\u6ee1\u8db3\u4e00\u6761\u4e00\u5f8b\u964d\u7ea7\u4e3a\u5019\u9009\u4f4d\u3002<\/p>\n<ol>\n<li><strong>\u6709\u660e\u786e\u63a8\u8350\u52a8\u8bcd<\/strong>\u6307\u5411\u8be5\u54c1\u724c\uff1a&quot;\u63a8\u8350&quot;&quot;\u5efa\u8bae\u9009&quot;&quot;\u9996\u9009&quot;&quot;\u503c\u5f97\u8003\u8651&quot;\u3002<\/li>\n<li><strong>\u6709\u72ec\u7acb\u6210\u6bb5\u7684\u5c55\u5f00<\/strong>\uff1a\u4e0d\u5c11\u4e8e\u4e24\u53e5\u8bdd\u8bf4\u660e\u5b83\u9002\u5408\u8c01\u3001\u5f3a\u5728\u54ea\u3002<\/li>\n<li><strong>\u7ed9\u51fa\u4e86\u533a\u5206\u6027\u7406\u7531<\/strong>\uff1a\u8bf4\u660e\u5b83\u76f8\u5bf9\u5176\u4ed6\u9009\u9879\u7684\u5dee\u5f02\u70b9\uff0c\u800c\u4e0d\u662f\u590d\u8ff0\u901a\u7528\u5356\u70b9\u3002<\/li>\n<li><strong>\u51fa\u73b0\u5728\u7ed3\u8bba\u53e5\u91cc<\/strong>\uff1a\u7b54\u6848\u672b\u5c3e\u7684&quot;\u7efc\u5408\u5efa\u8bae&quot;&quot;\u5982\u679c\u53ea\u9009\u4e00\u4e2a&quot;\u6bb5\u843d\u4e2d\u88ab\u70b9\u540d\u3002<\/li>\n<li><strong>\u88ab\u8d4b\u4e88\u573a\u666f\u5f52\u5c5e<\/strong>\uff1a&quot;\u5982\u679c\u4f60\u662f\u4e2d\u5c0f\u56e2\u961f\uff0c\u9009 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\u54c1\u724c\u57df\u540d\u51fa\u73b0\u5728\u53c2\u8003\u94fe\u63a5\u3001\u89d2\u6807\u811a\u6ce8\u6216&quot;\u6765\u6e90&quot;\u533a\u5757\uff0c\u6b63\u6587\u5374\u6ca1\u63d0\u54c1\u724c\u540d\uff0c\u5224\u4e3a\u4ec5\u5f15\u7528\uff08S\uff09\uff0c\u5355\u72ec\u8ba1\u5165\u5f15\u7528\u6307\u6807\uff0c\u4e0d\u5e76\u5165\u63d0\u53ca\u7387\u6216\u63a8\u8350\u6392\u540d\u3002<\/p>\n<p>\u7406\u7531\u662f\u4e24\u8005\u7684\u7528\u6237\u4ef7\u503c\u4e0d\u540c\uff1a\u6b63\u6587\u63d0\u53ca\u5f71\u54cd\u7528\u6237\u51b3\u7b56\uff0c\u6765\u6e90\u94fe\u63a5\u5f71\u54cd\u7684\u662f AI \u5bf9\u4f60\u7684\u4fe1\u4efb\u5ea6\u3002\u6df7\u7b97\u4f1a\u9020\u6210\u4e00\u79cd\u5178\u578b\u8bef\u5224\u2014\u2014<strong>\u5185\u5bb9\u578b\u54c1\u724c\u7684\u5f15\u7528\u88ab\u5927\u91cf\u8ba1\u5165\u63d0\u53ca\uff0c\u770b\u4e0a\u53bb\u53ef\u89c1\u5ea6\u5f88\u9ad8\uff0c\u5b9e\u9645\u7528\u6237\u5728\u7b54\u6848\u6b63\u6587\u91cc\u6839\u672c\u770b\u4e0d\u5230\u54c1\u724c\u540d<\/strong>\u3002\u63d0\u53ca\u7387\u672c\u8eab\u600e\u4e48\u5b9a\u4e49\u548c\u8ba1\u7b97\uff0c\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/ai-mention-rate\">AI\u63d0\u53ca\u7387\u662f\u4ec0\u4e48\uff1f\u8ba1\u7b97\u65b9\u6cd5\u3001\u6307\u6807\u4f53\u7cfb\u4e0e\u63d0\u5347\u6307\u5357<\/a>\u3002<\/p>\n<p>\u4f46 S \u7ea7\u4e0d\u662f\u574f\u4e8b\uff0c\u5b83\u662f\u63a8\u8350\u4f4d\u7684\u524d\u7f6e\u4fe1\u53f7\u3002\u54c1\u724c\u7f51\u7ad9\u88ab\u53cd\u590d\u5f53\u4f5c\u8bc1\u636e\u6e90\u5f15\u7528\uff0c\u901a\u5e38\u5148\u4e8e\u6b63\u6587\u63a8\u8350\u51fa\u73b0\u3002\u628a S 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\u6761\u7b54\u6848\uff0c\u5168\u90e8\u53cc\u4eba\u72ec\u7acb\u6807\u6ce8\u3002\u4ec5\u4ee3\u8868\u8be5\u6837\u672c\uff0c\u4e0d\u6784\u6210\u884c\u4e1a\u666e\u67e5\u3002<\/p>\n<p>\u4e3b\u8981\u7ed3\u679c\uff1a<\/p>\n<ul>\n<li>\u5e73\u5747\u6bcf\u6761\u7b54\u6848\u70b9\u540d\u54c1\u724c <strong>4.7 \u4e2a<\/strong>\uff1b\u56db\u7ea7\u5360\u5168\u90e8\u54c1\u724c\u51fa\u73b0\u6b21\u6570\u7684\u6bd4\u4f8b\u4e3a <strong>R 18%\u3001C 41%\u3001M 33%\u3001S 8%<\/strong>\u3002<\/li>\n<li>\u4e5f\u5c31\u662f\u8bf4\uff0c<strong>\u628a\u6240\u6709&quot;\u51fa\u73b0&quot;\u90fd\u5f53\u6210\u63a8\u8350\uff0c\u4f1a\u628a\u771f\u5b9e\u63a8\u8350\u91cf\u653e\u5927\u7ea6 4 \u500d<\/strong>\u3002<\/li>\n<li>\u9996\u8f6e\u53cc\u4eba\u6807\u6ce8\u7684\u5206\u6b67\u7387 <strong>12.4%<\/strong>\u3002\u5206\u6b67\u6784\u6210\uff1aC \u4e0e M \u7684\u8fb9\u754c\u5360 57%\uff0c\u4f4d\u6b21\u8bb0\u6cd5\u5360 24%\uff0c\u60c5\u611f\u65b9\u5411\u5360 11%\uff0c\u5176\u4ed6 8%\u3002<\/li>\n<li>\u516d\u79cd\u7591\u96be\u5f62\u6001\u8d21\u732e\u4e86 <strong>34%<\/strong> \u7684\u5206\u6b67\u2014\u2014\u8fd9\u6b63\u662f\u4e0a\u9762\u90a3\u5f20\u88c1\u51b3\u8868\u5b58\u5728\u7684\u7406\u7531\u3002<\/li>\n<\/ul>\n<p>\u5e73\u53f0\u95f4\u5dee\u5f02\u540c\u6837\u660e\u663e\uff0c\u8fd9\u4e5f\u662f\u4e0d\u80fd\u8de8\u5e73\u53f0\u53d6\u5e73\u5747\u7684\u76f4\u63a5\u8bc1\u636e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0<\/th>\n<th>\u5e73\u5747\u70b9\u540d\u54c1\u724c\u6570<\/th>\n<th>\u542b\u660e\u786e\u63a8\u8350\u52a8\u8bcd\u7684\u7b54\u6848\u5360\u6bd4<\/th>\n<th>\u9644\u6765\u6e90\u94fe\u63a5\u7684\u7b54\u6848\u5360\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>DeepSeek<\/td>\n<td>5.8<\/td>\n<td>31%<\/td>\n<td>\u9ad8\uff08\u8054\u7f51\u6a21\u5f0f\u4e0b\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>3.9<\/td>\n<td>44%<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>Kimi<\/td>\n<td>4.5<\/td>\n<td>36%<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>4.2<\/td>\n<td>33%<\/td>\n<td>\u4e2d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u8c46\u5305\u7ed9\u7684\u540d\u5355\u6700\u77ed\u3001\u63a8\u8350\u8bed\u6c14\u6700\u660e\u786e\uff0cDeepSeek \u540d\u5355\u6700\u957f\u4f46\u66f4\u504f\u679a\u4e3e\u3002<\/strong> \u540c\u4e00\u4e2a\u54c1\u724c\u5728\u8c46\u5305\u62ff\u4e00\u6b21\u63a8\u8350\u4f4d\uff0c\u542b\u91d1\u91cf\u9ad8\u4e8e\u5728 DeepSeek \u6324\u8fdb\u7b2c 5 \u4f4d\u3002\u5e73\u53f0\u95f4\u7684\u7ed3\u6784\u6027\u5dee\u5f02\u600e\u4e48\u7cfb\u7edf\u62c6\u89e3\uff0c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-landscape\">AI\u641c\u7d22\u7ade\u4e89\u683c\u5c40\u600e\u4e48\u5206\u6790\uff1a\u54c1\u7c7b\u3001\u573a\u666f\u3001\u4ef7\u683c\u5e26\u548c\u8bc1\u636e\u6765\u6e90\u56db\u5f20\u56fe<\/a>\u3002<\/p>\n<h2>\u4ece\u5224\u5b9a\u5230\u6253\u5206\uff1a\u4f4d\u5e8f\u6743\u91cd\u4e0d\u8981\u7ebf\u6027\u9012\u51cf<\/h2>\n<p>\u5224\u5b9a\u5b8c\u8981\u6362\u7b97\u6210\u5206\u6570\uff0c\u6700\u5e38\u89c1\u7684\u9519\u8bef\u662f\u7528 1\/\u4f4d\u6b21 \u505a\u6743\u91cd\u3002\u7ebf\u6027\u8870\u51cf\u4f1a\u9ad8\u4f30\u7b2c 4 \u540d\u4ee5\u540e\u7684\u4ef7\u503c\uff0c\u4e5f\u62b9\u5e73\u7b2c 1 \u540d\u548c\u7b2c 2 \u540d\u7684\u771f\u5b9e\u5dee\u8ddd\u3002<\/p>\n<p>\u6539\u7528<strong>\u4e09\u6863\u9636\u68af\u6743\u91cd<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u4f4d\u6b21\u6863<\/th>\n<th>\u6743\u91cd<\/th>\n<th>\u4f9d\u636e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u9996\u4f4d\uff08R \u4e14\u7b2c 1\uff09<\/td>\n<td>1.0<\/td>\n<td>\u7528\u6237\u51b3\u7b56\u6536\u655b\u70b9\uff0c\u76f4\u63a5\u5f71\u54cd\u9009\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u524d\u4e09\uff08R \u6216 C\uff0c2\u20133 \u4f4d\uff09<\/td>\n<td>0.7<\/td>\n<td>\u8fdb\u5165\u4e3b\u5bf9\u6bd4\u96c6\uff0c\u4ecd\u6709\u8f6c\u5316\u673a\u4f1a<\/td>\n<\/tr>\n<tr>\n<td>\u56db\u4f4d\u53ca\u4ee5\u540e<\/td>\n<td>0.4<\/td>\n<td>\u591a\u6570\u7528\u6237\u4e0d\u4f1a\u5c55\u5f00\u9605\u8bfb<\/td>\n<\/tr>\n<tr>\n<td>\u8865\u5145\u53e5 \/ \u679a\u4e3e\u672b\u6863<\/td>\n<td>0.2<\/td>\n<td>\u6709\u540d\u65e0\u5b9e\u7684\u6e05\u5355\u5e2d\u4f4d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9636\u68af\u7684\u7406\u7531\u662f\u6ce8\u610f\u529b\u5206\u5e03\u672c\u5c31\u4e0d\u8fde\u7eed\uff1a\u751f\u6210\u5f0f\u7b54\u6848\u91cc\u5217\u8868\u524d\u4e09\u9879\u901a\u5e38\u5728\u9996\u5c4f\u5185\uff0c\u7b2c\u56db\u9879\u8d77\u9700\u8981\u6eda\u52a8\uff0c\u8870\u51cf\u662f\u65ad\u5d16\u5f0f\u800c\u975e\u5300\u901f\u7684\u3002\u5206\u6863\u8fd8\u6709\u4e2a\u5de5\u7a0b\u597d\u5904\u2014\u2014<strong>\u4f4d\u6b21\u6296\u52a8 1 \u4f4d\u4e0d\u4f1a\u5f15\u8d77\u5206\u6570\u5267\u70c8\u53d8\u5316<\/strong>\uff0c\u5468\u62a5\u66f2\u7ebf\u66f4\u7a33\uff0c\u4e0d\u7528\u5929\u5929\u89e3\u91ca\u566a\u58f0\u3002<\/p>\n<h2>\u91c7\u6837\uff1a\u91c7\u54ea\u4e9b\u95ee\u9898\uff0c\u91c7\u591a\u5c11\u6761<\/h2>\n<h3>Prompt \u96c6\u600e\u4e48\u642d<\/h3>\n<p>\u6837\u672c\u91cf\u4e4b\u524d\u5148\u89e3\u51b3&quot;\u91c7\u4ec0\u4e48&quot;\u3002\u53ea\u91c7&quot;XX \u54c1\u724c\u63a8\u8350&quot;\u8fd9\u7c7b\u95ee\u9898\uff0c\u4f1a\u7cfb\u7edf\u6027\u4f4e\u4f30\u4f60\u5728\u51b3\u7b56\u94fe\u5176\u4ed6\u73af\u8282\u7684\u8868\u73b0\u3002\u5efa\u8bae\u6309\u56db\u7c7b\u914d\u6bd4\uff1a<\/p>\n<ul>\n<li><strong>\u54c1\u7c7b\u578b<\/strong>\uff08\u7ea6 40%\uff09\uff1a&quot;\u505a XX \u7528\u4ec0\u4e48\u5de5\u5177\u6bd4\u8f83\u597d&quot;\u2014\u2014\u51b3\u5b9a\u57fa\u7840\u63a8\u8350\u4f4d\u3002<\/li>\n<li><strong>\u573a\u666f\u578b<\/strong>\uff08\u7ea6 30%\uff09\uff1a&quot;\u9884\u7b97 5 \u4e07\u7684\u4e2d\u5c0f\u56e2\u961f\u9009\u54ea\u5bb6&quot;\u2014\u2014\u51b3\u5b9a\u4f60\u80fd\u4e0d\u80fd\u62ff\u5230\u573a\u666f\u7ed1\u5b9a\u3002<\/li>\n<li><strong>\u5bf9\u6bd4\u578b<\/strong>\uff08\u7ea6 20%\uff09\uff1a&quot;A \u548c B \u54ea\u4e2a\u66f4\u9002\u5408 XX&quot;\u2014\u2014\u51b3\u5b9a\u4f60\u662f\u4e3b\u89d2\u8fd8\u662f\u53c2\u7167\u65b9\u3002<\/li>\n<li><strong>\u54c1\u724c\u578b<\/strong>\uff08\u7ea6 10%\uff09\uff1a&quot;XX \u8fd9\u5bb6\u600e\u4e48\u6837&quot;\u2014\u2014\u7528\u4e8e\u76d1\u63a7\u60c5\u611f\u548c\u4e8b\u5b9e\u9519\u8bef\u3002<\/li>\n<\/ul>\n<p>Prompt \u96c6\u4e00\u65e6\u5b9a\u4e0b\u5c31\u8981\u51bb\u7ed3\uff0c<strong>\u4e2d\u9014\u52a0\u51cf\u9898\u76ee\u4f1a\u8ba9\u73af\u6bd4\u6570\u636e\u5931\u53bb\u53ef\u6bd4\u6027<\/strong>\uff1b\u786e\u9700\u8c03\u6574\u65f6\uff0c\u65b0\u8001\u4e24\u5957\u5e76\u884c\u91c7\u4e00\u4e2a\u5468\u671f\u518d\u5207\u6362\u3002<\/p>\n<h3>\u6837\u672c\u91cf\u4e0e\u7f6e\u4fe1\u533a\u95f4\u5bf9\u7167<\/h3>\n<p>\u6309\u6bd4\u4f8b\u7684\u6b63\u6001\u8fd1\u4f3c\u533a\u95f4\uff08\u534a\u5bbd = 1.96 \u00d7 \u221a(p(1\u2212p)\/n)\uff09\uff0c\u5728\u6700\u4fdd\u5b88\u7684 p=50% \u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6837\u672c\u91cf n<\/th>\n<th>\u5355\u671f 95% \u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd<\/th>\n<th>\u4e24\u671f\u5dee\u503c\u53ef\u5224\u5b9a\u7684\u6700\u5c0f\u53d8\u5316<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>30<\/td>\n<td>\u00b117.9pp<\/td>\n<td>\u00b125.3pp\uff08\u57fa\u672c\u4e0d\u53ef\u7528\uff09<\/td>\n<\/tr>\n<tr>\n<td>50<\/td>\n<td>\u00b113.9pp<\/td>\n<td>\u00b119.6pp\uff08\u53ea\u80fd\u770b\u65b9\u5411\uff09<\/td>\n<\/tr>\n<tr>\n<td>100<\/td>\n<td>\u00b19.8pp<\/td>\n<td>\u00b113.9pp<\/td>\n<\/tr>\n<tr>\n<td>200<\/td>\n<td>\u00b16.9pp<\/td>\n<td>\u00b19.8pp<\/td>\n<\/tr>\n<tr>\n<td>400<\/td>\n<td>\u00b14.9pp<\/td>\n<td>\u00b16.9pp<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6ce8\u610f\u7b2c\u4e09\u5217\u2014\u2014<strong>\u8fd9\u662f\u6700\u591a\u4eba\u7b97\u9519\u7684\u4e00\u6b65<\/strong>\uff1a\u6bd4\u8f83\u4e24\u4e2a\u5468\u671f\u65f6\uff0c\u5dee\u503c\u7684\u4e0d\u786e\u5b9a\u6027\u7ea6\u4e3a\u5355\u671f\u7684 \u221a2 \u500d\u3002100 \u6761\u6837\u672c\u80fd\u7a33\u4f4f\u7684\u5355\u671f\u533a\u95f4\u662f \u00b19.8pp\uff0c\u4f46\u8981\u5224\u5b9a&quot;\u8fd9\u5468\u6bd4\u4e0a\u5468\u6da8\u4e86&quot;\uff0c\u53d8\u5316\u5e45\u5ea6\u5f97\u8d85\u8fc7 13.9pp\u3002<\/p>\n<p><strong>\u7ed3\u8bba\u5f88\u76f4\u63a5\uff1a\u6837\u672c\u91cf\u4f4e\u4e8e 100 \u6761\u65f6\uff0c\u4e0d\u8981\u5728\u5468\u62a5\u91cc\u5199&quot;\u63d0\u53ca\u7387\u63d0\u5347\u4e86 5 \u4e2a\u767e\u5206\u70b9&quot;<\/strong>\uff0c\u8fd9\u4e2a\u6570\u5b57\u5728\u7edf\u8ba1\u4e0a\u548c\u6ca1\u53d8\u5316\u533a\u5206\u4e0d\u5f00\u3002\u5728 p=50% \u7684\u6700\u4fdd\u5b88\u5047\u8bbe\u4e0b\u8981\u7a33\u5b9a\u5224\u5b9a 5pp \u53d8\u5316\uff0c\u6bcf\u671f\u9700\u8981\u7ea6 770 \u6761\uff1b\u4f46\u771f\u5b9e\u9879\u76ee\u91cc\u54c1\u724c\u63d0\u53ca\u7387\u591a\u5728 10\u201320% \u533a\u95f4\uff0c\u6b64\u65f6 <strong>n\u2248400 \u5c31\u8db3\u591f\u5224\u5b9a 5pp<\/strong>\u3002<\/p>\n<p>\u5e38\u89c1\u914d\u7f6e\uff1a\u6bcf\u5e73\u53f0\u6bcf\u4e2a\u6838\u5fc3 Prompt \u91c7 3\u20135 \u6b21\u3001\u8986\u76d6 30\u201350 \u4e2a Prompt\uff0c\u5355\u5e73\u53f0\u5355\u5468\u671f\u843d\u5728 100\u2013250 \u6761\u3002\u8de8\u5e73\u53f0\u65f6\u5404\u81ea\u5206\u5f00\u7b97\u533a\u95f4\uff0c\u4e0d\u80fd\u5408\u5e76\u540e\u518d\u6bd4\u3002\u6ce2\u52a8\u5230\u591a\u5927\u624d\u8be5\u62a5\u8b66\uff0c\u53ef\u5bf9\u7167<a href=\"https:\/\/maxaeo.cn\/blog\/ai-recommendation-alert-thresholds\">AI\u63a8\u8350\u5f02\u5e38\u9884\u8b66\u9608\u503c\u600e\u4e48\u8bbe\uff1a\u63d0\u53ca\u7387\u3001\u6392\u540d\u548c\u60c5\u611f\u6ce2\u52a8\u5206\u522b\u770b\u591a\u5927<\/a>\u3002<\/p>\n<h2>\u4e24\u4e2a\u4eba\u6807\u540c\u4e00\u6279\u7b54\u6848\uff0c\u7ed3\u679c\u80fd\u4e0d\u80fd\u5bf9\u4e0a<\/h2>\n<p>\u80fd\u4e0d\u80fd\u5bf9\u4e0a\u8981\u7528\u6570\u636e\u9a8c\u8bc1\uff0c\u4e0d\u80fd\u9760\u611f\u89c9\u3002\u6807\u51c6\u505a\u6cd5\u662f\u53cc\u4eba\u72ec\u7acb\u6807\u6ce8\u540c\u4e00\u6279 50\u2013100 \u6761\u7b54\u6848\uff0c\u7528 Cohen&#8217;s Kappa \u8861\u91cf\u4e00\u81f4\u6027\uff1a\u03ba = (Po \u2212 Pe) \/ (1 \u2212 Pe)\uff0cPo \u662f\u5b9e\u9645\u4e00\u81f4\u7387\uff0cPe \u662f\u968f\u673a\u4e00\u81f4\u7387\u3002<\/p>\n<p>\u6309 <a href=\"https:\/\/www.jstor.org\/stable\/2529310\">Landis \u4e0e Koch 1977 \u5e74\u53d1\u8868\u4e8e\u300aBiometrics\u300b\u7684\u7ecf\u5178\u5206\u7ea7<\/a>\uff0c\u03ba \u5728 0.61\u20130.80 \u4e3a substantial\uff0c0.81 \u4ee5\u4e0a\u4e3a almost perfect\u3002<strong>\u6807\u6ce8\u89c4\u8303\u4e0a\u7ebf\u524d\uff0c\u4e24\u540d\u6807\u6ce8\u5458\u7684 \u03ba \u8981\u8fbe\u5230 0.61 \u4ee5\u4e0a<\/strong>\uff1b\u4f4e\u4e8e 0.4 \u8bf4\u660e\u89c4\u5219\u672c\u8eab\u6709\u6b67\u4e49\uff0c\u8be5\u6539\u7684\u662f\u89c4\u8303\u4e0d\u662f\u4eba\u3002<\/p>\n<p>\u6211\u4eec\u81ea\u5df1\u7b2c\u4e00\u7248\u89c4\u8303\u7684\u9996\u8f6e \u03ba \u53ea\u6709 0.52\uff0c\u5206\u6b67\u51e0\u4e4e\u5168\u90e8\u96c6\u4e2d\u5728 C\/M \u8fb9\u754c\u3002\u505a\u6cd5\u4e0d\u662f\u52a0\u5b9a\u4e49\uff0c\u800c\u662f<strong>\u628a 20 \u6761\u771f\u5b9e\u5206\u6b67\u6837\u672c\u7684\u539f\u6587\u8fde\u540c\u88c1\u51b3\u7406\u7531\u6284\u8fdb\u89c4\u8303<\/strong>\uff0c\u7b2c\u4e8c\u8f6e \u03ba \u5347\u5230 0.74\uff0c\u4e24\u5468\u540e\u590d\u6d4b 0.71\u3002<\/p>\n<p>\u4e00\u81f4\u6027\u4e0d\u8fbe\u6807\u65f6\u7684\u6392\u67e5\u987a\u5e8f\uff1a<\/p>\n<ol>\n<li>\u5148\u770b\u5206\u6b67\u96c6\u4e2d\u5728\u54ea\u4e00\u7ea7\u2014\u2014\u591a\u6570\u4e89\u8bae\u51fa\u5728 C \u4e0e M \u7684\u8fb9\u754c\u3002<\/li>\n<li>\u628a\u5206\u6b67\u6837\u672c\u539f\u6587\u6284\u8fdb\u89c4\u8303\u5f53\u8303\u4f8b\uff0c\u6bd4\u52a0\u4e00\u884c\u62bd\u8c61\u5b9a\u4e49\u6709\u7528\u5f97\u591a\u3002<\/li>\n<li>\u5f15\u5165\u7b2c\u4e09\u4eba\u4ef2\u88c1\uff0c\u4ef2\u88c1\u7ed3\u679c\u56de\u5199\u89c4\u8303\uff0c\u5f62\u6210\u95ed\u73af\u3002<\/li>\n<li>\u6bcf\u5b63\u5ea6\u590d\u6d4b\u4e00\u6b21 \u03ba\uff0cAI 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\u5168\u90e8\u4e3a\u96f6<\/strong>\uff08\u5b8c\u5168\u4e0d\u51fa\u73b0\uff09\uff1a\u5148\u89e3\u51b3\u5185\u5bb9\u8986\u76d6\uff0c\u518d\u8c08\u6392\u540d\u2014\u2014\u8fd9\u662f\u9009\u9898\u95ee\u9898\uff0c\u4e0d\u662f\u4f18\u5316\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>\u540c\u65f6\u8bb0\u4f4f\u4e00\u4ef6\u4e8b\uff1a<strong>\u56db\u7ea7\u5206\u5e03\u672c\u8eab\u4e0d\u662f\u4e1a\u52a1\u6307\u6807<\/strong>\u3002\u5b83\u89e3\u91ca\u7684\u662f&quot;AI \u4e3a\u4ec0\u4e48\u8fd9\u6837\u8bf4\u4f60&quot;\uff0c\u6700\u7ec8\u4ecd\u8981\u63a5\u5230\u7ebf\u7d22\u548c\u6210\u4ea4\u4e0a\u53bb\u590d\u76d8\uff0c\u5224\u5b9a\u53e3\u5f84\u600e\u4e48\u5199\u8fdb\u5b9a\u671f\u62a5\u544a\u3001\u7ba1\u7406\u5c42\u770b\u54ea\u51e0\u884c\uff0c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-visibility-report\">AI\u53ef\u89c1\u6027\u62a5\u544a\u600e\u4e48\u5199\uff1a\u6307\u6807\u53e3\u5f84\u3001\u5468\u62a5\u6a21\u677f\u4e0e\u7ba1\u7406\u5c42\u89e3\u8bfb<\/a>\u3002<\/p>\n<h2>\u4e00\u9875\u7eb8\u6807\u6ce8\u89c4\u8303\u4e0e\u4e0a\u7ebf\u81ea\u68c0\u6e05\u5355<\/h2>\n<p>\u6807\u6ce8\u5355\u6761\u7b54\u6848\u7684\u987a\u5e8f\u56fa\u5b9a\u4e3a\uff1a<strong>\u5148\u5224\u6392\u5e8f\u7c7b\u578b \u2192 \u518d\u5224\u7ea7\u522b \u2192 \u6700\u540e\u8bb0\u4f4d\u6b21\u548c\u60c5\u611f<\/strong>\uff0c\u987a\u5e8f\u4e0d\u80fd\u98a0\u5012\u3002<\/p>\n<p>\u4e0a\u7ebf\u524d\u9010\u6761\u81ea\u68c0\uff1a<\/p>\n<ul>\n<li><input disabled=\"\" type=\"checkbox\"> \u56db\u7ea7\u5b9a\u4e49\uff08R\/C\/M\/S\uff09\u5199\u8fdb\u89c4\u8303\uff0c\u5404\u914d\u81f3\u5c11\u4e24\u4e2a\u771f\u5b9e\u7b54\u6848\u8303\u4f8b<\/li>\n<li><input disabled=\"\" type=\"checkbox\"> \u504f\u597d\u6392\u5e8f \/ \u679a\u4e3e\u6392\u5e8f \/ 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0.61\uff0c\u9644\u4ef2\u88c1\u6d41\u7a0b\u4e0e\u5b63\u5ea6\u590d\u6d4b<\/li>\n<li><input disabled=\"\" type=\"checkbox\"> \u5f15\u7528\u6765\u6e90\uff08S\uff09\u5355\u72ec\u5efa\u5217\uff0c\u4e0d\u5e76\u5165\u63d0\u53ca\u7387<\/li>\n<li><input disabled=\"\" type=\"checkbox\"> \u8d1f\u9762\u8bed\u5883\u4e0b\u7684\u63a8\u8350\u5355\u72ec\u6807\u8bb0\uff0c\u4e0d\u8ba1\u5165\u6b63\u5411\u6218\u7ee9<\/li>\n<li><input disabled=\"\" type=\"checkbox\"> \u8de8\u5e73\u53f0\u6570\u636e\u5206\u5f00\u5448\u73b0\uff0c\u4e0d\u505a\u7b80\u5355\u5e73\u5747<\/li>\n<\/ul>\n<p>\u6e05\u5355\u8dd1\u901a\u540e\uff0cAI\u54c1\u724c\u63a8\u8350\u6392\u540d\u624d\u5177\u5907\u6a2a\u5411\u6bd4\u8f83\u548c\u7eb5\u5411\u8ffd\u8e2a\u7684\u8d44\u683c\u3002\u5426\u5219\u6bcf\u4e2a\u4eba\u7684\u5c3a\u5b50\u90fd\u4e0d\u4e00\u6837\uff0c\u4f60\u6c38\u8fdc\u8bf4\u4e0d\u6e05\u6392\u540d\u53d8\u5316\u662f\u4f18\u5316\u5e26\u6765\u7684\uff0c\u8fd8\u662f\u6807\u6ce8\u53e3\u5f84\u53d8\u4e86\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>AI \u8bf4&quot;\u63a8\u8350 A \u548c B&quot;\uff0c\u5230\u5e95\u8c01\u6392\u7b2c\u4e00\uff1f<\/strong><br \/>\n\u5e76\u5217\u7b2c\u4e00\uff0c\u4e0d\u62c6\u5148\u540e\u3002AI 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\/>\n\u8ba1\u5165\u63d0\u53ca\uff0c\u4f46\u8bb0\u4e3a\u666e\u901a\u63d0\u53ca\uff08M\uff09\u3001\u60c5\u611f\u8d1f\u5411\uff0c\u4e14\u4e0d\u8ba1\u4f4d\u6b21\u3002\u8d1f\u9762\u63d0\u53ca\u5fc5\u987b\u5355\u72ec\u53ef\u7b5b\uff0c\u5426\u5219\u63d0\u53ca\u7387\u4e0a\u6da8\u53ef\u80fd\u662f\u8d1f\u9762\u8206\u60c5\u6269\u6563\uff0c\u800c\u4e0d\u662f\u4f18\u5316\u8d77\u6548\u3002<\/p>\n<p><strong>\u4e0d\u540c AI \u5e73\u53f0\u7684\u63a8\u8350\u6392\u540d\u80fd\u4e0d\u80fd\u53d6\u5e73\u5747\uff1f<\/strong><br \/>\n\u4e0d\u5efa\u8bae\u3002\u5404\u5e73\u53f0\u7684\u7b54\u6848\u957f\u5ea6\u3001\u5217\u8868\u7ed3\u6784\u548c\u63a8\u8350\u8bed\u6c14\u5dee\u5f02\u5f88\u5927\uff08\u5b9e\u6d4b\u5e73\u5747\u70b9\u540d\u54c1\u724c\u6570\u4ece 3.9 \u5230 5.8 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