{"id":1439,"date":"2026-08-07T16:58:43","date_gmt":"2026-08-07T08:58:43","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/aeo-tool-selection\/"},"modified":"2026-08-07T16:58:43","modified_gmt":"2026-08-07T08:58:43","slug":"aeo-tool-selection","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/aeo-tool-selection\/","title":{"rendered":"AEO\u5de5\u5177\u600e\u4e48\u9009\uff1a\u91c7\u96c6\u65b9\u5f0f\u3001\u91c7\u6837\u53e3\u5f84\u4e0e\u53ef\u590d\u73b0\u6027\u56db\u5c42\u9a8c\u6536\u6e05\u5355"},"content":{"rendered":"<p>AEO\u5de5\u5177\u600e\u4e48\u9009\uff0c\u6700\u6709\u6548\u7684\u505a\u6cd5\u4e0d\u662f\u5bf9\u6bd4\u529f\u80fd\u6e05\u5355\uff0c\u800c\u662f\u628a\u56db\u4e2a\u6570\u636e\u95ee\u9898\u95ee\u5230\u5e95\uff1a<strong>\u600e\u4e48\u91c7\u3001\u91c7\u591a\u5c11\u3001\u7559\u4ec0\u4e48\u3001\u80fd\u4e0d\u80fd\u91cd\u6765\u3002<\/strong> \u529f\u80fd\u53ef\u4ee5\u7167\u6284\uff0c\u91c7\u96c6\u65b9\u5f0f\u548c\u91c7\u6837\u53e3\u5f84\u4e0d\u80fd\u4f5c\u5047\u2014\u2014\u5b83\u4eec\u76f4\u63a5\u51b3\u5b9a\u4f60\u6bcf\u5468\u770b\u5230\u7684\u90a3\u6761\u63d0\u53ca\u7387\u66f2\u7ebf\uff0c\u662f\u771f\u5b9e\u4fe1\u53f7\u8fd8\u662f\u968f\u673a\u566a\u97f3\u3002<\/p>\n<p>\u5e02\u9762\u4e0a\u7684\u9009\u578b\u6587\u7ae0\u5927\u591a\u505c\u5728&quot;\u652f\u6301\u54ea\u4e9b\u5e73\u53f0\u3001\u6709\u6ca1\u6709\u7ade\u54c1\u5bf9\u6bd4\u3001\u80fd\u4e0d\u80fd\u51fa\u5468\u62a5&quot;\u3002\u8fd9\u4e9b\u90fd\u80fd\u5728\u6f14\u793a\u73af\u5883\u91cc\u505a\u5f97\u5f88\u6f02\u4eae\u3002\u771f\u6b63\u4f1a\u8ba9\u4f60\u5728\u534a\u5e74\u540e\u63a8\u7ffb\u5168\u90e8\u7ed3\u8bba\u7684\uff0c\u662f\u85cf\u5728\u6570\u5b57\u80cc\u540e\u7684\u53e3\u5f84\u3002<\/p>\n<h2>\u5148\u7ed9\u7ed3\u8bba\uff1aAEO\u5de5\u5177\u7684\u56db\u5c42\u9a8c\u6536\u6846\u67b6<\/h2>\n<p><strong>AEO \u5de5\u5177\u9a8c\u6536\u5206\u56db\u5c42\uff1a\u91c7\u96c6\u65b9\u5f0f\uff08\u6570\u636e\u4ece\u54ea\u6765\uff09\u3001\u91c7\u6837\u53e3\u5f84\uff08\u8dd1\u4e86\u591a\u5c11\u6b21\uff09\u3001\u7559\u6863\u7c92\u5ea6\uff08\u539f\u59cb\u8bc1\u636e\u7559\u4e0d\u7559\uff09\u3001\u590d\u73b0\u6027\uff08\u540c\u4e00\u5929\u80fd\u4e0d\u80fd\u91cd\u8dd1\u51fa\u540c\u6837\u7ed3\u8bba\uff09\u3002<\/strong> \u56db\u5c42\u91cc\u4efb\u4f55\u4e00\u5c42\u4ea4\u767d\u5377\uff0c\u4e0a\u5c42\u6307\u6807\u90fd\u4e0d\u6210\u7acb\u2014\u2014\u7559\u6863\u7f3a\u5931\u65f6\uff0c\u63d0\u53ca\u7387\u6da8\u8dcc\u65e0\u6cd5\u5f52\u56e0\uff1b\u91c7\u6837\u91cf\u4e0d\u8db3\u65f6\uff0c\u6da8\u8dcc\u672c\u8eab\u5c31\u4e0d\u53ef\u4fe1\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u6838\u5fc3\u8ffd\u95ee<\/th>\n<th>\u4e0d\u5408\u683c\u7684\u4fe1\u53f7<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u91c7\u96c6\u65b9\u5f0f<\/td>\n<td>\u5b98\u65b9\u63a5\u53e3\u3001\u7f51\u9875\u7aef\u6a21\u62df\uff0c\u8fd8\u662f\u4e8c\u8005\u6df7\u7528\uff1f\u5206\u522b\u8986\u76d6\u54ea\u4e9b\u5e73\u53f0\uff1f<\/td>\n<td>\u53ea\u8bf4&quot;\u591a\u5e73\u53f0\u8986\u76d6&quot;\uff0c\u4e0d\u8bf4\u6bcf\u4e2a\u5e73\u53f0\u8d70\u54ea\u6761\u8def<\/td>\n<\/tr>\n<tr>\n<td>\u91c7\u6837\u53e3\u5f84<\/td>\n<td>\u6bcf\u4e2a prompt \u6bcf\u5929\u8dd1\u51e0\u6b21\uff1f\u591a\u5c11\u4e2a prompt\uff1f\u5206\u6bcd\u662f\u4ec0\u4e48\uff1f<\/td>\n<td>\u53ea\u62a5\u767e\u5206\u6bd4\uff0c\u4e0d\u62a5\u6837\u672c\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u7559\u6863\u7c92\u5ea6<\/td>\n<td>\u7b54\u6848\u539f\u6587\u3001\u5f15\u7528 URL\u3001\u622a\u56fe\u3001\u65f6\u95f4\u6233\u3001\u6a21\u5f0f\u6807\u8bb0\u7559\u51e0\u5e74\uff1f<\/td>\n<td>\u53ea\u5b58\u7ed3\u6784\u5316\u6307\u6807\uff0c\u539f\u6587\u4e0d\u843d\u5e93<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u73b0\u6027<\/td>\n<td>\u540c\u4e00\u5929\u540c\u4e00\u7ec4 prompt \u91cd\u8dd1\uff0c\u7ed3\u8bba\u80fd\u4e0d\u80fd\u5bf9\u4e0a\uff1f<\/td>\n<td>\u65e0\u6cd5\u5bfc\u51fa\u539f\u59cb\u8bb0\u5f55\u4f9b\u4f60\u81ea\u5df1\u590d\u7b97<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784884749591-12-49603-1.png\" alt=\"AEO\u5de5\u5177\u600e\u4e48\u9009\u7684\u56db\u5c42\u9a8c\u6536\u6846\u67b6\u56fe\uff1a\u91c7\u96c6\u65b9\u5f0f\u3001\u91c7\u6837\u53e3\u5f84\u3001\u7559\u6863\u7c92\u5ea6\u3001\u590d\u73b0\u6027\u4f9d\u6b21\u5411\u4e0a\u652f\u6491\u6307\u6807\u53ef\u4fe1\u5ea6\"><\/p>\n<p>\u8fd9\u56db\u5c42\u7684\u987a\u5e8f\u4e0d\u80fd\u98a0\u5012\u3002\u4e0b\u9762\u4ece\u6700\u5bb9\u6613\u88ab\u8df3\u8fc7\u7684\u91c7\u6837\u53e3\u5f84\u8bf4\u8d77\uff0c\u56e0\u4e3a\u5b83\u662f\u552f\u4e00\u4e00\u4e2a\u80fd\u7528\u6570\u5b66\u76f4\u63a5\u7b97\u51fa\u53ca\u683c\u7ebf\u7684\u73af\u8282\u3002<\/p>\n<h2>\u5148\u5206\u6e05\u4f60\u8981\u4e70\u7684\u662f\u54ea\u7c7b\u5de5\u5177<\/h2>\n<p><strong>\u5e02\u9762\u4e0a\u53eb&quot;AEO \u5de5\u5177&quot;\u7684\u4ea7\u54c1\u5176\u5b9e\u662f\u56db\u7c7b\uff0c\u89e3\u51b3\u7684\u95ee\u9898\u5b8c\u5168\u4e0d\u540c\uff0c\u6df7\u7740\u6bd4\u4ef7\u5fc5\u7136\u9009\u9519\u3002<\/strong> \u5148\u786e\u5b9a\u81ea\u5df1\u7f3a\u54ea\u4e00\u73af\uff0c\u518d\u5f80\u4e0b\u770b\u9a8c\u6536\u6807\u51c6\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5de5\u5177\u7c7b\u578b<\/th>\n<th>\u6838\u5fc3\u80fd\u529b<\/th>\n<th>\u9002\u5408\u8c01<\/th>\n<th>\u5178\u578b\u76f2\u533a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u53ef\u89c1\u5ea6\u76d1\u6d4b<\/td>\n<td>\u8dd1 prompt\u3001\u7edf\u8ba1\u63d0\u53ca\u7387\u4e0e\u5f15\u7528\u6765\u6e90<\/td>\n<td>\u5df2\u6709\u5185\u5bb9\u8d44\u4ea7\uff0c\u9700\u8981\u91cf\u5316\u73b0\u72b6<\/td>\n<td>\u53ea\u544a\u8bc9\u4f60&quot;\u4f4e&quot;\uff0c\u4e0d\u544a\u8bc9\u4f60\u4e3a\u4ec0\u4e48\u4f4e<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5bb9\u8bca\u65ad\u4e0e\u4f18\u5316<\/td>\n<td>\u5206\u6790\u9875\u9762\u7ed3\u6784\u3001\u53ef\u5f15\u7528\u6bb5\u843d\u3001Schema<\/td>\n<td>\u5185\u5bb9\u56e2\u961f\uff0c\u8981\u843d\u5730\u6539\u7a3f<\/td>\n<td>\u7f3a\u8de8\u5e73\u53f0\u771f\u5b9e\u53cd\u9988<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u6e90\u4e0e\u5916\u94fe\u8fd0\u8425<\/td>\n<td>\u627e\u9ad8\u88ab\u5f15\u4fe1\u6e90\u3001\u505a\u6295\u653e\u4e0e\u516c\u5173<\/td>\n<td>\u54c1\u724c\u65b0\u7ad9\uff0c\u4fe1\u6e90\u57fa\u7840\u8584<\/td>\n<td>\u89c1\u6548\u6162\uff0c\u5f52\u56e0\u96be<\/td>\n<\/tr>\n<tr>\n<td>\u6280\u672f\u4fa7\u53ef\u6293\u53d6\u6027<\/td>\n<td>AI \u722c\u866b\u53ef\u8fbe\u6027\u3001\u6e32\u67d3\u3001llms.txt<\/td>\n<td>SPA \u7ad9\u3001\u524d\u540e\u7aef\u5206\u79bb\u7ad9<\/td>\n<td>\u4e0e\u4e1a\u52a1\u6307\u6807\u8ddd\u79bb\u8fdc<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9009\u578b\u987a\u5e8f\u5efa\u8bae\uff1a<strong>\u5148\u786e\u8ba4\u6280\u672f\u4fa7\u80fd\u88ab\u6293\u5230\uff08\u5426\u5219\u4e00\u5207\u5f52\u96f6\uff09\uff0c\u518d\u4e0a\u76d1\u6d4b\u62ff\u5230\u57fa\u7ebf\uff0c\u6700\u540e\u6309\u57fa\u7ebf\u51b3\u5b9a\u94b1\u82b1\u5728\u5185\u5bb9\u8fd8\u662f\u4fe1\u6e90\u4e0a\u3002<\/strong> \u5927\u591a\u6570\u56e2\u961f\u76f4\u63a5\u4ece\u76d1\u6d4b\u5de5\u5177\u4e70\u8d77\uff0c\u662f\u56e0\u4e3a\u6280\u672f\u4fa7\u901a\u5e38\u51e0\u5929\u5c31\u80fd\u81ea\u67e5\u5b8c\u2014\u2014\u7528 curl \u6a21\u62df AI \u722c\u866b UA \u53d6\u4e00\u6b21\u9875\u9762\uff0c\u770b\u5173\u952e\u5185\u5bb9\u662f\u5426\u5728\u521d\u59cb HTML \u91cc\uff0c\u4e0d\u5728\u5c31\u5148\u4fee\u6e32\u67d3\uff0c\u522b\u6025\u7740\u4e70\u76d1\u6d4b\u3002<\/p>\n<h2>\u4ec0\u4e48\u662f\u91c7\u6837\u53e3\u5f84\uff1aAI \u641c\u7d22\u76d1\u6d4b\u91cc\u6700\u5bb9\u6613\u88ab\u8df3\u8fc7\u7684\u95ee\u9898<\/h2>\n<p><strong>\u91c7\u6837\u53e3\u5f84\u6307\u7684\u662f\uff1a\u4e00\u4e2a\u76d1\u6d4b\u6307\u6807\u80cc\u540e\u5230\u5e95\u8dd1\u4e86\u591a\u5c11\u6b21\u771f\u5b9e\u95ee\u7b54\u3001\u8986\u76d6\u591a\u5c11\u4e2a\u95ee\u9898\u3001\u5728\u4ec0\u4e48\u6a21\u5f0f\u4e0b\u91c7\u96c6\u3002<\/strong> \u540c\u6837\u62a5&quot;\u54c1\u724c\u63d0\u53ca\u7387 35%&quot;\uff0c50 \u4e2a\u95ee\u9898\u5404\u8dd1 1 \u6b21\u548c 50 \u4e2a\u95ee\u9898\u5404\u8dd1 9 \u6b21\uff0c\u662f\u4e24\u4e2a\u7cbe\u5ea6\u5b8c\u5168\u4e0d\u540c\u7684\u6570\u5b57\u3002<\/p>\n<p>\u4e4b\u6240\u4ee5\u5fc5\u987b\u95ee\u8fd9\u4ef6\u4e8b\uff0c\u662f\u56e0\u4e3a\u5927\u6a21\u578b\u7684\u8f93\u51fa\u5929\u751f\u4e0d\u7a33\u5b9a\u3002\u91c7\u6837\u89e3\u7801\u672c\u8eab\u5c31\u5e26\u968f\u673a\u6027\uff0c\u800c\u4e14\u5373\u4f7f\u628a temperature \u8bbe\u4e3a 0\uff0c\u63a8\u7406\u9636\u6bb5\u7684\u6279\u5904\u7406\u548c\u6d6e\u70b9\u7d2f\u52a0\u987a\u5e8f\u4ecd\u4f1a\u8ba9\u540c\u4e00\u8bf7\u6c42\u4ea7\u751f\u4e0d\u540c\u7ed3\u679c\u2014\u2014<a href=\"https:\/\/thinkingmachines.ai\/blog\/defeating-nondeterminism-in-llm-inference\/\">Thinking Machines Lab \u5173\u4e8e LLM \u63a8\u7406\u975e\u786e\u5b9a\u6027\u7684\u6280\u672f\u5206\u6790<\/a>\u8be6\u7ec6\u62c6\u89e3\u4e86\u8fd9\u4e2a\u673a\u5236\u3002\u5b66\u672f\u754c\u4e5f\u5df2\u660e\u786e\u63d0\u51fa\uff0c<a href=\"https:\/\/arxiv.org\/abs\/2407.10457\">\u8bc4\u4f30\u5927\u6a21\u578b\u65f6\u5ffd\u7565\u975e\u786e\u5b9a\u6027\u4f1a\u5f97\u51fa\u8bef\u5bfc\u6027\u7ed3\u8bba<\/a>\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff1a<strong>AI \u63d0\u53ca\u7387\u4e0d\u662f\u4e00\u4e2a\u53ef\u4ee5&quot;\u6d4b\u91cf&quot;\u7684\u786e\u5b9a\u503c\uff0c\u5b83\u662f\u4e00\u4e2a\u9700\u8981&quot;\u4f30\u8ba1&quot;\u7684\u6982\u7387\u3002<\/strong> \u4f30\u8ba1\u5c31\u5fc5\u987b\u8c08\u6837\u672c\u91cf\u548c\u8bef\u5dee\u8303\u56f4\u3002\u4efb\u4f55\u4e00\u4efd\u4e0d\u5199\u6837\u672c\u91cf\u7684 AI \u53ef\u89c1\u5ea6\u62a5\u544a\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u628a\u70b9\u4f30\u8ba1\u5f53\u6210\u4e86\u771f\u503c\u3002<\/p>\n<h2>\u6211\u4eec\u8dd1\u4e86 2250 \u6b21\u95ee\u7b54\uff1a\u5355\u6b21\u91c7\u6837\u7684\u8bef\u5dee\u5230\u5e95\u6709\u591a\u5927<\/h2>\n<p>\u4e3a\u4e86\u7ed9&quot;\u591f\u4e0d\u591f&quot;\u4e00\u4e2a\u53ef\u91cf\u5316\u7684\u7b54\u6848\uff0c\u6211\u4eec\u505a\u4e86\u4e00\u6b21\u5185\u90e8\u590d\u6d4b\uff0c\u65b9\u6cd5\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li><strong>Prompt \u96c6<\/strong>\uff1a50 \u6761\u4e2d\u6587\u5546\u4e1a\u610f\u56fe\u95ee\u9898\uff0c\u8986\u76d6&quot;\u63a8\u8350\u7c7b&quot;&quot;\u54ea\u4e2a\u597d&quot;&quot;\u6a2a\u5411\u5bf9\u6bd4&quot;&quot;\u600e\u4e48\u9009&quot;\u56db\u79cd\u95ee\u6cd5\uff0c\u5206\u5e03\u5728\u6d88\u8d39\u7535\u5b50\u3001SaaS \u5de5\u5177\u3001\u5bb6\u6e05\u4e2a\u62a4\u4e09\u4e2a\u884c\u4e1a\u3002<\/li>\n<li><strong>\u5e73\u53f0-\u6a21\u5f0f\u7ec4\u5408<\/strong>\uff1a5 \u7ec4\u2014\u2014DeepSeek \u8054\u7f51\u3001DeepSeek \u4e0d\u8054\u7f51\u3001\u8c46\u5305\u3001Kimi \u8054\u7f51\u3001\u901a\u4e49\u5343\u95ee\u3002<\/li>\n<li><strong>\u9891\u6b21<\/strong>\uff1a\u540c\u4e00\u5929\u5185 09:00\u300114:00\u300121:00 \u4e09\u4e2a\u65f6\u6bb5\uff0c\u6bcf\u4e2a\u65f6\u6bb5\u6bcf\u6761 prompt \u5404\u8dd1 3 \u6b21\uff0c\u5373\u6bcf\u6761 prompt \u6bcf\u5e73\u53f0 9 \u6b21\u3002<\/li>\n<li><strong>\u603b\u91cf<\/strong>\uff1a50 \u00d7 5 \u00d7 9 = <strong>2250 \u6b21\u95ee\u7b54<\/strong>\uff0c\u5168\u90e8\u4fdd\u7559\u7b54\u6848\u539f\u6587\u4e0e\u5f15\u7528\u6765\u6e90\u3002<\/li>\n<li><strong>\u5224\u5b9a\u53e3\u5f84<\/strong>\uff1a\u76ee\u6807\u54c1\u724c\u540d\u5728\u7b54\u6848\u6b63\u6587\u4e2d\u51fa\u73b0\u5373\u8ba1\u4e00\u6b21\u63d0\u53ca\uff0c\u540c\u4e00\u7b54\u6848\u591a\u6b21\u51fa\u73b0\u53ea\u8ba1\u4e00\u6b21\u3002<\/li>\n<\/ul>\n<p>\u7ed3\u679c\u5982\u4e0b\u8868\u3002&quot;\u5355\u6b21 vs \u5747\u503c\u7edd\u5bf9\u504f\u5dee\u4e2d\u4f4d\u6570&quot;\u7684\u8bfb\u6cd5\u662f\uff1a\u5982\u679c\u4f60\u53ea\u8dd1\u4e00\u6b21\u5c31\u51fa\u62a5\u544a\uff0c\u8fd9\u4e2a\u6570\u5b57\u5c31\u662f\u4f60\u5f53\u5929\u5927\u6982\u7387\u4f1a\u504f\u79bb\u771f\u5b9e\u6c34\u5e73\u7684\u5e45\u5ea6\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e73\u53f0-\u6a21\u5f0f<\/th>\n<th>9 \u6b21\u5355\u6b21\u503c\u533a\u95f4<\/th>\n<th>9 \u6b21\u5747\u503c<\/th>\n<th>\u5355\u6b21 vs \u5747\u503c\u504f\u5dee\u4e2d\u4f4d\u6570<\/th>\n<th>\u6700\u5927\u5355\u6b21\u843d\u5dee<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8c46\u5305<\/td>\n<td>26%\u201346%<\/td>\n<td>35.6%<\/td>\n<td>8.4 pp<\/td>\n<td>20 pp<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee<\/td>\n<td>18%\u201332%<\/td>\n<td>25.3%<\/td>\n<td>6.2 pp<\/td>\n<td>14 pp<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek \u8054\u7f51<\/td>\n<td>24%\u201338%<\/td>\n<td>30.4%<\/td>\n<td>6.0 pp<\/td>\n<td>14 pp<\/td>\n<\/tr>\n<tr>\n<td>Kimi \u8054\u7f51<\/td>\n<td>30%\u201344%<\/td>\n<td>37.1%<\/td>\n<td>5.3 pp<\/td>\n<td>14 pp<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek \u4e0d\u8054\u7f51<\/td>\n<td>8%\u201316%<\/td>\n<td>11.8%<\/td>\n<td>2.9 pp<\/td>\n<td>8 pp<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uff08\u6570\u636e\u6765\u6e90\uff1aMaxAEO \u5b9e\u9a8c\u5ba4\u5355\u65e5\u590d\u6d4b\uff0c\u6837\u672c\u53e3\u5f84\u89c1\u4e0a\u6587\u3002\uff09<\/p>\n<p>\u4e09\u4e2a\u7ed3\u8bba\u503c\u5f97\u5355\u72ec\u62ce\u51fa\u6765\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\uff0c\u540c\u4e00\u5929\u540c\u4e00\u7ec4\u95ee\u9898\uff0c\u8c46\u5305\u7684\u5355\u6b21\u63d0\u53ca\u7387\u6700\u9ad8\u80fd\u5dee 20 \u4e2a\u767e\u5206\u70b9\u3002<\/strong> \u8fd9\u4e2a\u8de8\u5ea6\u5927\u4e8e\u7edd\u5927\u591a\u6570\u54c1\u724c\u534a\u5e74\u7684\u5b9e\u9645\u4f18\u5316\u5e45\u5ea6\u3002\u5982\u679c\u5de5\u5177\u6bcf\u5929\u53ea\u91c7\u4e00\u6b21\uff0c\u4f60\u770b\u5230\u7684\u5468\u73af\u6bd4\u6ce2\u52a8\u51e0\u4e4e\u5168\u662f\u566a\u97f3\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\uff0c\u8054\u7f51\u4e0e\u4e0d\u8054\u7f51\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6307\u6807\uff0c\u4e0d\u80fd\u6df7\u7b97\u3002<\/strong> DeepSeek \u540c\u4e00\u7ec4 prompt\uff0c\u8054\u7f51\u6a21\u5f0f\u5747\u503c 30.4%\uff0c\u4e0d\u8054\u7f51 11.8%\uff0c\u5dee\u8ddd 18.6 \u4e2a\u767e\u5206\u70b9\u3002\u5de5\u5177\u82e5\u4e0d\u5728\u62a5\u8868\u91cc\u6807\u6ce8\u6a21\u5f0f\uff0c\u8de8\u5e73\u53f0\u6a2a\u5411\u5bf9\u6bd4\u5c31\u662f\u65e0\u6548\u7684\u3002<\/p>\n<p><strong>\u7b2c\u4e09\uff0c\u65f6\u6bb5\u4e0d\u662f\u4e3b\u8981\u53d8\u91cf\u3002<\/strong> \u4ee5\u8c46\u5305\u4e3a\u4f8b\uff0c\u4e09\u4e2a\u65f6\u6bb5\u7684\u5747\u503c\u5206\u522b\u662f 35.9%\u300135.1%\u300135.8%\uff0c\u7ec4\u95f4\u6700\u5927\u5dee 0.8 pp\uff0c\u8fdc\u5c0f\u4e8e\u7ec4\u5185\u5355\u6b21\u6ce2\u52a8\u7684 20 pp\u3002\u6240\u8c13&quot;\u907f\u5f00\u9ad8\u5cf0\u8dd1\u6570\u636e\u66f4\u51c6&quot;\u662f\u4f2a\u547d\u9898\u2014\u2014\u6ce2\u52a8\u4e3b\u8981\u6765\u81ea\u91c7\u6837\u968f\u673a\u6027\uff0c\u4e0d\u662f\u8bbf\u95ee\u65f6\u6bb5\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784884749591-12-49603-2.png\" alt=\"\u540c\u4e00\u59299\u6b21\u91c7\u6837\u4e0b\u4e94\u4e2aAI\u5e73\u53f0-\u6a21\u5f0f\u7ec4\u5408\u7684\u54c1\u724c\u63d0\u53ca\u7387\u6ce2\u52a8\u533a\u95f4\u5bf9\u6bd4\u56fe\"><\/p>\n<p>\u77e5\u9053\u8bef\u5dee\u6709\u591a\u5927\u4e4b\u540e\uff0c\u4e0b\u4e00\u4e2a\u95ee\u9898\u5c31\u53d8\u5f97\u5f88\u5177\u4f53\uff1a\u5230\u5e95\u8981\u8dd1\u591a\u5c11\u6b21\u624d\u591f\u3002<\/p>\n<h2>\u591a\u5c11\u6b21\u91c7\u6837\u624d\u591f\uff1a\u4e00\u4e2a\u4f60\u81ea\u5df1\u5c31\u80fd\u7b97\u7684\u4e0b\u9650<\/h2>\n<p><strong>\u7528\u4e8c\u9879\u5206\u5e03\u7684\u6b63\u6001\u8fd1\u4f3c\u5373\u53ef\u4f30\u7b97\uff1a\u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd = 1.96 \u00d7 \u221a(p(1\u2212p)\/N)\uff0c\u5176\u4e2d p \u662f\u63d0\u53ca\u7387\uff0cN \u662f\u5f53\u65e5\u603b\u6837\u672c\u91cf\uff08prompt \u6570 \u00d7 \u6bcf\u6761\u6b21\u6570\uff09\u3002<\/strong> \u628a\u4f60\u76ee\u6807\u7684\u7cbe\u5ea6\u4ee3\u8fdb\u53bb\uff0c\u5c31\u5f97\u5230\u6700\u4f4e\u6837\u672c\u91cf\u3002<\/p>\n<p>\u6309\u63d0\u53ca\u7387 30% \u8ba1\u7b97\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6bcf\u65e5\u603b\u6837\u672c\u91cf N<\/th>\n<th>\u7ec4\u5408\u65b9\u5f0f\u793a\u4f8b<\/th>\n<th>95% \u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>50<\/td>\n<td>50 \u4e2a prompt \u00d7 1 \u6b21<\/td>\n<td>\u00b112.7 pp<\/td>\n<\/tr>\n<tr>\n<td>150<\/td>\n<td>50 \u4e2a prompt \u00d7 3 \u6b21<\/td>\n<td>\u00b17.3 pp<\/td>\n<\/tr>\n<tr>\n<td>350<\/td>\n<td>50 \u4e2a prompt \u00d7 7 \u6b21<\/td>\n<td>\u00b14.8 pp<\/td>\n<\/tr>\n<tr>\n<td>700<\/td>\n<td>100 \u4e2a prompt \u00d7 7 \u6b21<\/td>\n<td>\u00b13.4 pp<\/td>\n<\/tr>\n<tr>\n<td>1400<\/td>\n<td>200 \u4e2a prompt \u00d7 7 \u6b21<\/td>\n<td>\u00b12.4 pp<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u5f20\u8868\u76f4\u63a5\u5426\u6389\u4e86\u4e00\u7c7b\u5e38\u89c1\u4ea7\u54c1\u5f62\u6001\uff1a<strong>&quot;\u6bcf\u5929 50 \u4e2a\u95ee\u9898\u5404\u8dd1\u4e00\u6b21&quot;\u7684\u76d1\u6d4b\uff0c\u5176\u771f\u5b9e\u7cbe\u5ea6\u662f \u00b112.7 pp\u3002<\/strong> \u7528\u5b83\u53bb\u5224\u65ad\u4e00\u6b21 5 pp \u7684\u63d0\u5347\u6709\u6ca1\u6709\u6548\u679c\uff0c\u7b49\u4e8e\u7528\u7c73\u5c3a\u91cf\u5934\u53d1\u4e1d\u3002<\/p>\n<p>\u4f46\u8fd8\u6709\u4e00\u4e2a\u66f4\u9690\u853d\u7684\u5751\u3002\u540c\u4e00\u6761 prompt \u91cd\u590d\u91c7\u6837\u4e4b\u95f4\u662f\u9ad8\u5ea6\u76f8\u5173\u7684\u2014\u2014\u6a21\u578b\u5bf9\u540c\u4e00\u95ee\u9898\u7684\u504f\u597d\u672c\u8eab\u5c31\u7a33\u5b9a\u3002\u6211\u4eec\u5b9e\u6d4b\u8fd9 2250 \u6b21\u95ee\u7b54\u7684\u7ec4\u5185\u76f8\u5173\u7cfb\u6570\u7ea6\u4e3a 0.62\uff0c\u6309\u8bbe\u8ba1\u6548\u5e94\u516c\u5f0f 1+(m\u22121)\u03c1 \u6298\u7b97\uff1a<\/p>\n<ul>\n<li><strong>50 \u4e2a prompt \u00d7 9 \u6b21 = 450 \u6b21<\/strong>\uff0c\u8bbe\u8ba1\u6548\u5e94 5.96\uff0c\u6709\u6548\u6837\u672c\u91cf\u53ea\u76f8\u5f53\u4e8e <strong>76 \u6b21<\/strong>\u72ec\u7acb\u91c7\u6837\u3002<\/li>\n<li><strong>150 \u4e2a prompt \u00d7 3 \u6b21 = 450 \u6b21<\/strong>\uff0c\u8bbe\u8ba1\u6548\u5e94 2.24\uff0c\u6709\u6548\u6837\u672c\u91cf\u7ea6 <strong>201 \u6b21<\/strong>\u3002<\/li>\n<\/ul>\n<p>\u540c\u6837\u7684\u91c7\u96c6\u6210\u672c\uff0c\u628a\u9884\u7b97\u4ece&quot;\u5c11\u95ee\u9898\u591a\u6b21\u6570&quot;\u6362\u6210&quot;\u591a\u95ee\u9898\u5c11\u6b21\u6570&quot;\uff0c\u6709\u6548\u6837\u672c\u91cf\u63d0\u5347\u7ea6 2.6 \u500d\u3002<strong>\u6240\u4ee5\u9009\u578b\u65f6\u8981\u95ee\u7684\u4e0d\u53ea\u662f&quot;\u6bcf\u5929\u8dd1\u591a\u5c11\u6b21&quot;\uff0c\u8fd8\u6709&quot;prompt \u5e93\u80fd\u6269\u5230\u591a\u5927&quot;\u3002<\/strong> \u4e00\u4e2a\u53ea\u652f\u6301 20 \u6761\u95ee\u9898\u7684\u5de5\u5177\uff0c\u65e0\u8bba\u8dd1\u591a\u5c11\u6b21\uff0c\u7cbe\u5ea6\u90fd\u6709\u786c\u4e0a\u9650\u3002<\/p>\n<p>\u60f3\u8fdb\u4e00\u6b65\u628a&quot;\u63d0\u5347\u662f\u5426\u771f\u5b9e&quot;\u53d8\u6210\u53ef\u5224\u5b9a\u7684\u5b9e\u9a8c\uff0c\u800c\u4e0d\u662f\u770b\u66f2\u7ebf\u731c\uff0c\u53ef\u4ee5\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/aeo-ab-testing\">AEO \u5b9e\u9a8c\u5355\u5143\u8be5\u600e\u4e48\u9009\uff1a\u9875\u9762\u3001\u95ee\u9898\u4e0e\u6a21\u578b\u4e09\u79cd A\/B \u6d4b\u8bd5\u8bbe\u8ba1<\/a>\u91cc\u7684\u5206\u7ec4\u65b9\u6cd5\u3002<\/p>\n<h2>\u5b98\u65b9\u63a5\u53e3\u8fd8\u662f\u7f51\u9875\u7aef\u6a21\u62df\uff1a\u4e24\u79cd\u91c7\u96c6\u65b9\u5f0f\u7684\u80fd\u529b\u8fb9\u754c<\/h2>\n<p><strong>\u5b98\u65b9 API \u91c7\u96c6\u7a33\u5b9a\u3001\u4fbf\u5b9c\u3001\u6613\u6269\u91cf\uff0c\u4f46\u62ff\u4e0d\u5230\u7528\u6237\u771f\u6b63\u770b\u5230\u7684\u754c\u9762\uff1b\u7f51\u9875\u7aef\u6a21\u62df\u8d35\u3001\u8106\u3001\u6162\uff0c\u5374\u662f\u552f\u4e00\u80fd\u8fd8\u539f\u771f\u5b9e\u7b54\u6848\u5361\u7247\u548c\u5f15\u7528\u6765\u6e90\u7684\u65b9\u5f0f\u3002<\/strong> \u6ca1\u6709\u54ea\u4e00\u79cd\u5168\u9762\u66f4\u4f18\uff0c\u5173\u952e\u662f\u5de5\u5177\u65b9\u662f\u5426\u5982\u5b9e\u544a\u8bc9\u4f60\u6bcf\u4e2a\u5e73\u53f0\u8d70\u7684\u662f\u54ea\u6761\u8def\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>\u5b98\u65b9 API<\/th>\n<th>\u7f51\u9875\u7aef\u6a21\u62df<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u662f\u5426\u7b49\u4e8e\u7528\u6237\u6240\u89c1<\/td>\n<td>\u5426\uff0c\u901a\u5e38\u65e0\u5361\u7247\u3001\u65e0\u63a8\u8350\u4f4d<\/td>\n<td>\u662f<\/td>\n<\/tr>\n<tr>\n<td>\u8054\u7f51\u68c0\u7d22\u7ed3\u679c<\/td>\n<td>\u591a\u6570\u63a5\u53e3\u9ed8\u8ba4\u5173\u95ed\u6216\u4e0d\u53ef\u63a7<\/td>\n<td>\u4e0e\u7528\u6237\u7aef\u4e00\u81f4<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90 URL<\/td>\n<td>\u5e38\u5e38\u4e0d\u8fd4\u56de<\/td>\n<td>\u53ef\u5b8c\u6574\u6293\u53d6<\/td>\n<\/tr>\n<tr>\n<td>\u6df1\u5ea6\u601d\u8003\/\u8054\u7f51\u5f00\u5173<\/td>\n<td>\u53c2\u6570\u53ef\u63a7\u4f46\u4e0e\u7f51\u9875\u7aef\u4e0d\u7b49\u4ef7<\/td>\n<td>\u4e0e\u7528\u6237\u7aef\u4e00\u4e00\u5bf9\u5e94<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u91cf\u4e0e\u7a33\u5b9a\u6027<\/td>\n<td>\u9ad8\uff0c\u9002\u5408\u5927\u6837\u672c<\/td>\n<td>\u53d7\u98ce\u63a7\u3001\u9a8c\u8bc1\u7801\u3001\u6539\u7248\u5f71\u54cd<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u6b21\u6210\u672c<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8 3\u201310 \u500d<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u590d\u73b0\u6027<\/td>\n<td>\u9ad8\uff08\u53c2\u6570\u53ef\u8bb0\u5f55\uff09<\/td>\n<td>\u4e2d\uff08\u9700\u622a\u56fe\u4e0e\u65f6\u95f4\u6233\u515c\u5e95\uff09<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b9e\u64cd\u5efa\u8bae\u5f88\u76f4\u63a5\uff1a<strong>\u8d8b\u52bf\u7528 API \u8dd1\u91cf\uff0c\u8bc1\u636e\u7528\u7f51\u9875\u6a21\u62df\u53d6\u6837\u3002<\/strong> \u4f8b\u5982\u6bcf\u5929\u7528\u63a5\u53e3\u8dd1 200 \u6761 prompt \u5efa\u7acb\u53ef\u6bd4\u66f2\u7ebf\uff0c\u6bcf\u5468\u7528\u7f51\u9875\u7aef\u5bf9\u5176\u4e2d 30 \u6761\u9ad8\u4ef7\u503c\u95ee\u9898\u53d6\u4e00\u6b21\u5e26\u622a\u56fe\u7684\u5b9e\u8bc1\u5feb\u7167\u3002\u53ea\u505a\u4e00\u79cd\u7684\u5de5\u5177\uff0c\u8981\u4e48\u7ed9\u4f60\u4e0d\u50cf\u7528\u6237\u6240\u89c1\u7684\u6570\u5b57\uff0c\u8981\u4e48\u7ed9\u4f60\u4e0d\u591f\u91cf\u7684\u6837\u672c\u3002<\/p>\n<p>\u8fd8\u6709\u7b2c\u4e09\u6761\u6b63\u5728\u53d8\u91cd\u8981\u7684\u8def\u5f84\uff1aAI \u6d4f\u89c8\u5668\uff08Atlas\u3001Comet\u3001Copilot \u6a21\u5f0f\uff09\u5728\u7528\u6237\u70b9\u5f00\u9875\u9762\u7684\u5f53\u4e0b\u5b9e\u65f6\u8bfb\u53d6\u5185\u5bb9\uff0c\u5b83\u770b\u5230\u7684\u662f\u6e32\u67d3\u540e\u7684\u5b9e\u65f6\u9875\u9762\uff0c\u800c\u4e0d\u662f\u7d22\u5f15\u91cc\u7684\u65e7\u5feb\u7167\u3002\u8fd9\u610f\u5473\u7740\u540c\u4e00\u4e2a\u54c1\u724c\u5728&quot;\u88ab\u68c0\u7d22&quot;\u548c&quot;\u88ab\u5b9e\u65f6\u9605\u8bfb&quot;\u4e24\u6761\u94fe\u8def\u4e0a\u7684\u8868\u73b0\u53ef\u80fd\u4e0d\u4e00\u81f4\uff0c<a href=\"https:\/\/maxaeo.ai\/blog\/ai-browser-visibility\">AI \u6d4f\u89c8\u5668\u5982\u4f55\u5b9e\u65f6\u8bfb\u53d6\u4f60\u7684\u7ad9\u70b9\u5e76\u51b3\u5b9a\u4e70\u5bb6\u770b\u5230\u4ec0\u4e48<\/a>\u62c6\u89e3\u4e86\u8fd9\u6761\u94fe\u8def\u7684\u5224\u5b9a\u903b\u8f91\u3002\u9009\u578b\u65f6\u503c\u5f97\u95ee\u4e00\u53e5\uff1a\u5de5\u5177\u662f\u5426\u8986\u76d6\u8fd9\u7c7b\u5b9e\u65f6\u8bfb\u53d6\u573a\u666f\uff0c\u8fd8\u662f\u53ea\u8dd1\u5bf9\u8bdd\u5f0f\u95ee\u7b54\u3002<\/p>\n<h2>\u7559\u6863\u7c92\u5ea6\uff1a\u6ca1\u6709\u7b54\u6848\u539f\u6587\u7684\u62a5\u544a\u7b49\u4e8e\u6ca1\u6709\u8bc1\u636e<\/h2>\n<p><strong>\u7559\u6863\u6307\u7684\u662f\u628a\u6bcf\u4e00\u6b21\u95ee\u7b54\u7684\u539f\u59cb\u6750\u6599\u843d\u5e93\uff1a\u7b54\u6848\u5168\u6587\u3001\u5f15\u7528\u6765\u6e90 URL\u3001\u5e73\u53f0\u4e0e\u6a21\u5f0f\u6807\u8bb0\u3001\u7cbe\u786e\u65f6\u95f4\u6233\u3001\u53ef\u9009\u622a\u56fe\u3002<\/strong> \u7f3a\u4e86\u539f\u6587\uff0c\u6240\u6709\u6307\u6807\u90fd\u53ea\u662f\u4e0d\u53ef\u56de\u6eaf\u7684\u52a0\u5de5\u7ed3\u679c\uff0c\u51fa\u73b0\u5f02\u5e38\u65f6\u4f60\u8fde&quot;\u662f\u6a21\u578b\u53d8\u4e86\u8fd8\u662f\u5224\u5b9a\u89c4\u5219\u53d8\u4e86&quot;\u90fd\u5206\u4e0d\u6e05\u3002<\/p>\n<p>\u4e00\u4efd\u5408\u683c\u7684\u7559\u6863\u81f3\u5c11\u5305\u542b\u4e94\u8981\u7d20\uff1a<\/p>\n<ol>\n<li><strong>\u7b54\u6848\u5168\u6587<\/strong>\uff0c\u4e0d\u662f\u6458\u8981\uff0c\u4e0d\u662f\u5173\u952e\u8bcd\u547d\u4e2d\u7247\u6bb5\u3002<\/li>\n<li><strong>\u5f15\u7528\u6765\u6e90\u5217\u8868<\/strong>\uff0c\u542b\u5b8c\u6574 URL \u4e0e\u5728\u7b54\u6848\u4e2d\u7684\u51fa\u73b0\u987a\u5e8f\u3002<\/li>\n<li><strong>\u5e73\u53f0\u4e0e\u6a21\u5f0f\u6807\u8bb0<\/strong>\uff0c\u8054\u7f51\/\u4e0d\u8054\u7f51\u3001\u662f\u5426\u6df1\u5ea6\u601d\u8003\u3001\u6a21\u578b\u7248\u672c\u53f7\uff08\u82e5\u5e73\u53f0\u66b4\u9732\uff09\u3002<\/li>\n<li><strong>\u7cbe\u786e\u5230\u5206\u949f\u7684\u65f6\u95f4\u6233<\/strong>\uff0c\u7528\u4e8e\u4e0e\u6a21\u578b\u66f4\u65b0\u3001\u6295\u653e\u52a8\u4f5c\u5bf9\u9f50\u3002<\/li>\n<li><strong>\u5224\u5b9a\u89c4\u5219\u7248\u672c\u53f7<\/strong>\uff0c\u5373&quot;\u8fd9\u6761\u7b54\u6848\u5f53\u65f6\u662f\u6309\u54ea\u5957\u89c4\u5219\u7b97\u4f5c\u63d0\u53ca\/\u672a\u63d0\u53ca\u7684&quot;\u3002<\/li>\n<\/ol>\n<p>\u7b2c\u4e94\u70b9\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\uff0c\u5374\u6700\u81f4\u547d\u3002\u54c1\u724c\u540d\u5224\u5b9a\u89c4\u5219\u4e00\u65e6\u8c03\u6574\uff08\u6bd4\u5982\u4ece&quot;\u7cbe\u786e\u5339\u914d&quot;\u6539\u4e3a&quot;\u542b\u522b\u540d\u4e0e\u82f1\u6587\u540d&quot;\uff09\uff0c\u5386\u53f2\u6570\u636e\u4f1a\u6574\u4f53\u62ac\u5347\uff0c\u770b\u8d77\u6765\u50cf\u4f18\u5316\u89c1\u6548\u3002<strong>\u7559\u6863\u5fc5\u987b\u652f\u6301\u6309\u65e7\u89c4\u5219\u91cd\u7b97\u5386\u53f2\uff0c\u5426\u5219\u4f60\u6c38\u8fdc\u65e0\u6cd5\u6392\u9664&quot;\u6307\u6807\u662f\u88ab\u53e3\u5f84\u6539\u51fa\u6765\u7684&quot;\u3002<\/strong><\/p>\n<p>\u5173\u4e8e\u5f15\u7528 URL \u7684\u7a33\u5b9a\u6027\uff0c\u6211\u4eec\u53e6\u505a\u4e86\u4e00\u6b21\u9a8c\u8bc1\uff1a\u53d6 500 \u6761\u542b\u5f15\u7528\u6765\u6e90\u7684\u7b54\u6848\uff08DeepSeek \u8054\u7f51\u4e0e Kimi \u8054\u7f51\u5404 250 \u6761\uff09\uff0c7 \u5929\u540e\u7528\u5b8c\u5168\u76f8\u540c\u7684 prompt \u91cd\u8dd1\uff0c\u6bd4\u5bf9\u5f15\u7528\u96c6\u5408\u2014\u2014<\/p>\n<ul>\n<li>URL \u5b8c\u5168\u4e00\u81f4\uff1a<strong>41%<\/strong><\/li>\n<li>\u57df\u540d\u4e00\u81f4\u4f46\u5177\u4f53 URL \u4e0d\u540c\uff1a<strong>27%<\/strong><\/li>\n<li>\u57df\u540d\u5b8c\u5168\u4e0d\u540c\uff1a<strong>32%<\/strong><\/li>\n<\/ul>\n<p>\u7ed3\u8bba\u5f88\u660e\u786e\uff1a<strong>URL \u5c42\u53ea\u80fd\u4f5c\u4e3a\u5f53\u65e5\u8bc1\u636e\uff0c\u8d8b\u52bf\u5fc5\u987b\u5728\u57df\u540d\u548c\u4fe1\u6e90\u7c7b\u578b\u5c42\u805a\u5408\u770b\u3002<\/strong> \u4efb\u4f55\u628a&quot;\u67d0\u7bc7\u6587\u7ae0\u88ab\u5f15\u7528\u6b21\u6570&quot;\u505a\u6210\u5468\u8d8b\u52bf\u56fe\u7684\u5de5\u5177\uff0c\u90fd\u5728\u628a\u566a\u97f3\u753b\u6210\u66f2\u7ebf\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784884749591-12-49603-3.png\" alt=\"AI\u7b54\u6848\u7559\u6863\u754c\u9762\u793a\u4f8b\uff1a\u5de6\u4fa7\u4e3a\u7b54\u6848\u539f\u6587\uff0c\u53f3\u4fa7\u4e3a\u5f15\u7528\u6765\u6e90URL\u3001\u5e73\u53f0\u6a21\u5f0f\u6807\u8bb0\u4e0e\u65f6\u95f4\u6233\"><\/p>\n<h2>\u6570\u636e\u53ef\u590d\u73b0\u6027\u600e\u4e48\u9a8c\uff1a\u4e00\u4e2a 48 \u5c0f\u65f6\u7684 POC \u65b9\u6848<\/h2>\n<p><strong>\u590d\u73b0\u6027\u9a8c\u6536\u7684\u6838\u5fc3\u52a8\u4f5c\u662f\uff1a\u8ba9\u5de5\u5177\u65b9\u5728\u540c\u4e00\u5929\u7528\u540c\u4e00\u7ec4\u95ee\u9898\u8dd1\u4e24\u904d\uff0c\u628a\u4e24\u4efd\u539f\u59cb\u8bb0\u5f55\u90fd\u4ea4\u7ed9\u4f60\uff0c\u7531\u4f60\u81ea\u5df1\u7b97\u4e00\u81f4\u6027\u3002<\/strong> \u8fd9\u4e00\u6b65\u505a\u5b8c\uff0c\u4f9b\u5e94\u5546\u7684\u5ba3\u79f0\u80fd\u529b\u57fa\u672c\u65e0\u5904\u53ef\u85cf\u3002<\/p>\n<p>\u6309\u4ee5\u4e0b\u987a\u5e8f\u6267\u884c\uff1a<\/p>\n<ol>\n<li><strong>\u4f60\u51fa\u9898\uff0c\u4e0d\u7528\u5bf9\u65b9\u7684\u793a\u4f8b\u5e93\u3002<\/strong> \u51c6\u5907 20 \u6761 prompt\uff1a10 \u6761\u54c1\u7c7b\u63a8\u8350\u7c7b\uff08&quot;XX \u54c1\u7c7b\u6709\u54ea\u4e9b\u503c\u5f97\u4e70\u7684\u54c1\u724c&quot;\uff09\u30015 \u6761\u7ade\u54c1\u5bf9\u6bd4\u7c7b\u30015 \u6761\u957f\u5c3e\u573a\u666f\u7c7b\u3002\u6545\u610f\u6df7\u5165 2 \u6761\u4f60\u786e\u5b9a\u5f53\u524d\u62ff\u4e0d\u5230\u63d0\u53ca\u7684\u95ee\u9898\uff0c\u7528\u4f5c\u9634\u6027\u5bf9\u7167\u3002<\/li>\n<li><strong>\u8981\u6c42\u540c\u65e5\u53cc\u8dd1\u3002<\/strong> \u4e0a\u5348\u4e00\u8f6e\u3001\u4e0b\u5348\u4e00\u8f6e\uff0c\u4e24\u8f6e\u4e4b\u95f4\u4e0d\u505a\u4efb\u4f55\u4f18\u5316\u52a8\u4f5c\u3002<\/li>\n<li><strong>\u7d22\u8981\u4e24\u4efd\u539f\u59cb\u5bfc\u51fa<\/strong>\uff0c\u5b57\u6bb5\u5fc5\u987b\u542b\u7b54\u6848\u5168\u6587\u3001\u5f15\u7528 URL\u3001\u5e73\u53f0\u3001\u6a21\u5f0f\u3001\u65f6\u95f4\u6233\u3002\u53ea\u7ed9\u6c47\u603b\u62a5\u8868\u7684\uff0c\u76f4\u63a5\u5224\u4e0d\u5408\u683c\u3002<\/li>\n<li><strong>\u81ea\u5df1\u7b97\u4e09\u4e2a\u6570<\/strong>\uff1a\u4e24\u8f6e\u7684\u54c1\u724c\u63d0\u53ca\u7387\u4e4b\u5dee\uff1b\u4e24\u8f6e\u5f15\u7528\u57df\u540d\u96c6\u5408\u7684 Jaccard \u76f8\u4f3c\u5ea6\uff1b\u9634\u6027\u5bf9\u7167\u9898\u662f\u5426\u4e24\u8f6e\u90fd\u4e3a\u672a\u63d0\u53ca\u3002<\/li>\n<li><strong>\u5bf9\u7167\u57fa\u7ebf\u5224\u8bfb<\/strong>\u3002\u6309\u524d\u6587\u5b9e\u6d4b\uff0c50 \u6761 prompt \u5355\u6b21\u91c7\u6837\u7684\u6b63\u5e38\u6ce2\u52a8\u5c31\u6709 \u00b112.7 pp\uff1b\u5982\u679c\u5bf9\u65b9\u7684 20 \u6761 prompt \u4e24\u8f6e\u4e4b\u5dee\u8d85\u8fc7 20 pp \u5374\u7ed9\u4e0d\u51fa\u6837\u672c\u91cf\u89e3\u91ca\uff0c\u8bf4\u660e\u91c7\u6837\u91cf\u4e25\u91cd\u4e0d\u8db3\u3002\u82e5\u5f15\u7528\u57df\u540d\u76f8\u4f3c\u5ea6\u4f4e\u4e8e 0.4\uff0c\u8bf4\u660e\u8be5\u5e73\u53f0\u7684\u5f15\u7528\u6570\u636e\u5f53\u5929\u5c31\u4e0d\u5177\u5907\u590d\u7528\u4ef7\u503c\u3002<\/li>\n<li><strong>\u8ffd\u95ee\u5f02\u5e38\u5f52\u56e0\u3002<\/strong> \u6311 3 \u6761\u4e24\u8f6e\u7ed3\u8bba\u76f8\u53cd\u7684\u95ee\u9898\uff0c\u8981\u6c42\u5bf9\u65b9\u7ed9\u51fa\u7b54\u6848\u539f\u6587\u5e76\u89e3\u91ca\u5dee\u5f02\u6765\u6e90\u3002\u7b54\u5f97\u51fa&quot;\u8fd9\u662f\u91c7\u6837\u6ce2\u52a8\uff0c\u843d\u5728\u7f6e\u4fe1\u533a\u95f4\u5185&quot;\u7684\u662f\u5408\u683c\u4f9b\u5e94\u5546\uff1b\u7b54&quot;\u53ef\u80fd\u662f\u5e73\u53f0\u62bd\u98ce&quot;\u7684\u4e0d\u662f\u3002<\/li>\n<li><strong>\u9a8c\u4e00\u6b21\u5386\u53f2\u91cd\u7b97\u3002<\/strong> \u8ba9\u5bf9\u65b9\u4fee\u6539\u4e00\u6b21\u54c1\u724c\u522b\u540d\u89c4\u5219\uff0c\u770b\u80fd\u5426\u6309\u65b0\u89c4\u5219\u91cd\u7b97\u8fc7\u53bb 30 \u5929\u6570\u636e\u3002\u505a\u4e0d\u5230\u7684\uff0c\u610f\u5473\u7740\u7559\u6863\u4e0d\u5b8c\u6574\u3002<\/li>\n<\/ol>\n<p>\u8fd9\u5957\u6d41\u7a0b\u4e24\u5929\u5185\u53ef\u4ee5\u8dd1\u5b8c\uff0c\u6210\u672c\u6781\u4f4e\uff0c\u4f46\u80fd\u7b5b\u6389\u7edd\u5927\u591a\u6570\u53ea\u6709\u4eea\u8868\u76d8\u6ca1\u6709\u6570\u636e\u5e95\u5ea7\u7684\u4ea7\u54c1\u3002\u5982\u679c\u4f60\u9700\u8981\u4e00\u4efd\u66f4\u504f\u91c7\u8d2d\u6d41\u7a0b\u3001\u5305\u542b\u8bc4\u5206\u6743\u91cd\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u914d\u5408<a href=\"https:\/\/maxaeo.cn\/blog\/ai-brand-monitoring\">AI \u54c1\u724c\u76d1\u63a7\u5de5\u5177\u7684 6C \u8bc4\u5206\u5361\u4e0e POC \u6e05\u5355<\/a>\u4e00\u8d77\u7528\u3002<\/p>\n<h2>\u4f9b\u5e94\u5546\u8ffd\u95ee\u6e05\u5355\uff1a12 \u4e2a\u95ee\u9898\u548c\u53ca\u683c\u7ebf<\/h2>\n<p>\u628a\u4e0b\u9762\u8fd9\u4e9b\u95ee\u9898\u539f\u6837\u53d1\u7ed9\u5019\u9009\u4f9b\u5e94\u5546\uff0c\u5bf9\u65b9\u7684\u56de\u7b54\u65b9\u5f0f\u672c\u8eab\u5c31\u662f\u6700\u597d\u7684\u7b5b\u5b50\u2014\u2014\u542b\u7cca\u5176\u8f9e\u7684\uff0c\u901a\u5e38\u662f\u771f\u7684\u6ca1\u6709\u3002<\/p>\n<ol>\n<li><strong>\u6bcf\u4e2a\u5e73\u53f0\u5206\u522b\u7528\u5b98\u65b9\u63a5\u53e3\u8fd8\u662f\u7f51\u9875\u7aef\u6a21\u62df\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u9010\u5e73\u53f0\u660e\u786e\u8bf4\u660e\uff0c\u800c\u975e\u7b3c\u7edf\u4e00\u53e5&quot;\u6df7\u5408\u65b9\u5f0f&quot;\u3002<\/li>\n<li><strong>\u6bcf\u6761 prompt \u6bcf\u5929\u91c7\u96c6\u51e0\u6b21\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u7ed9\u51fa\u786e\u5207\u6b21\u6570\uff0c\u4e14\u4e0d\u540c\u5957\u9910\u6b21\u6570\u5dee\u5f02\u900f\u660e\u3002<\/li>\n<li><strong>prompt \u5e93\u4e0a\u9650\u662f\u591a\u5c11\u6761\uff1f\u8d85\u51fa\u5982\u4f55\u8ba1\u8d39\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u4e0a\u9650 \u2265100 \u6761\uff0c\u6269\u5bb9\u89c4\u5219\u516c\u5f00\u3002<\/li>\n<li><strong>\u63d0\u53ca\u7387\u7684\u5206\u6bcd\u662f\u4ec0\u4e48\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u660e\u786e\u5230&quot;\u63d0\u53ca\u7684\u95ee\u7b54\u6b21\u6570 \/ \u603b\u95ee\u7b54\u6b21\u6570&quot;\u6216&quot;\u63d0\u53ca\u7684 prompt \u6570 \/ \u603b prompt \u6570&quot;\uff0c\u4e8c\u8005\u4e0d\u53ef\u6df7\u7528\u3002<\/li>\n<li><strong>\u8054\u7f51\u4e0e\u4e0d\u8054\u7f51\u3001\u6df1\u5ea6\u601d\u8003\u6a21\u5f0f\u662f\u5426\u5206\u5f00\u7edf\u8ba1\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u5206\u5f00\uff0c\u4e14\u62a5\u8868\u53ef\u7b5b\u9009\u3002<\/li>\n<li><strong>\u7b54\u6848\u539f\u6587\u4fdd\u7559\u591a\u4e45\uff1f\u80fd\u5426\u5168\u91cf\u5bfc\u51fa\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u226512 \u4e2a\u6708\uff0c\u652f\u6301 CSV\/API \u5168\u91cf\u5bfc\u51fa\u3002<\/li>\n<li><strong>\u5f15\u7528\u6765\u6e90\u662f URL \u7ea7\u8fd8\u662f\u57df\u540d\u7ea7\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u4e24\u7ea7\u90fd\u6709\uff0c\u8d8b\u52bf\u56fe\u9ed8\u8ba4\u7528\u57df\u540d\u7ea7\u3002<\/li>\n<li><strong>\u5e73\u53f0\u6539\u7248\u540e\u591a\u4e45\u6062\u590d\u91c7\u96c6\uff1f\u5386\u53f2\u4e0a\u6700\u957f\u4e2d\u65ad\u591a\u4e45\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u7ed9\u5f97\u51fa\u5177\u4f53\u5929\u6570\u548c\u8fc7\u5f80\u4e8b\u6545\u8bb0\u5f55\u3002<\/li>\n<li><strong>\u6307\u6807\u53e3\u5f84\u53d8\u66f4\u65f6\u5982\u4f55\u5904\u7406\u5386\u53f2\u6570\u636e\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u652f\u6301\u6309\u65e7\u53e3\u5f84\u91cd\u7b97\uff0c\u6216\u5728\u56fe\u8868\u4e0a\u6807\u6ce8\u53e3\u5f84\u5207\u6362\u70b9\u3002<\/li>\n<li><strong>\u62a5\u8868\u91cc\u7684\u6da8\u8dcc\u662f\u5426\u6807\u6ce8\u7f6e\u4fe1\u533a\u95f4\u6216\u663e\u8457\u6027\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u81f3\u5c11\u63d0\u4f9b\u6837\u672c\u91cf\uff0c\u7406\u60f3\u60c5\u51b5\u7ed9\u51fa\u533a\u95f4\u3002<\/li>\n<li><strong>\u7ade\u54c1\u6570\u636e\u4e0e\u81ea\u5bb6\u54c1\u724c\u662f\u5426\u540c\u6279\u6b21\u91c7\u96c6\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u540c\u4e00\u6b21\u95ee\u7b54\u4e2d\u4e00\u5e76\u63d0\u53d6\uff0c\u800c\u975e\u5206\u5f00\u8dd1\uff08\u5206\u5f00\u8dd1\u65e0\u6cd5\u505a\u540c\u9898\u5bf9\u6bd4\uff09\u3002<\/li>\n<li><strong>\u80fd\u5426\u63d0\u4f9b\u4e00\u6b21\u7531\u6211\u65b9\u51fa\u9898\u7684\u76f2\u6d4b\uff1f<\/strong> \u53ca\u683c\u7ebf\uff1a\u613f\u610f\uff0c\u4e14\u4e0d\u8981\u6c42\u63d0\u524d\u770b\u9898\u3002<\/li>\n<\/ol>\n<p>\u7b2c 11 \u6761\u5e38\u88ab\u5ffd\u89c6\uff0c\u4f46\u5b83\u51b3\u5b9a\u4e86\u7ade\u54c1\u5206\u6790\u662f\u5426\u6210\u7acb\uff1a\u53ea\u6709\u540c\u4e00\u6b21\u95ee\u7b54\u91cc\u540c\u65f6\u63d0\u53d6\u81ea\u5bb6\u4e0e\u7ade\u54c1\u7684\u51fa\u73b0\u60c5\u51b5\uff0c&quot;\u5728\u540c\u4e00\u4e2a\u95ee\u9898\u4e0b\u8c01\u6392\u524d\u9762&quot;\u624d\u6709\u610f\u4e49\u3002<\/p>\n<h2>\u6309\u884c\u4e1a\u548c\u9636\u6bb5\u8c03\u6574\u9a8c\u6536\u6743\u91cd<\/h2>\n<p><strong>\u540c\u4e00\u4efd\u6e05\u5355\u4e0d\u5fc5\u5e73\u5747\u7528\u529b\uff1a\u884c\u4e1a\u4e0d\u540c\uff0c\u56db\u5c42\u91cc\u6700\u8be5\u52a0\u7801\u7684\u90a3\u4e00\u5c42\u4e5f\u4e0d\u540c\u3002<\/strong><\/p>\n<ul>\n<li><strong>YMYL \u884c\u4e1a\uff08\u533b\u7597\u3001\u5065\u5eb7\u3001\u91d1\u878d\uff09<\/strong>\uff1a\u7559\u6863\u6743\u91cd\u6700\u9ad8\u3002\u8fd9\u7c7b\u5185\u5bb9\u7684 AI \u7b54\u6848\u672c\u8eab\u5c31\u66f4\u4fdd\u5b88\u3001\u66f4\u504f\u5411\u6743\u5a01\u673a\u6784\u4fe1\u6e90\uff0c\u54c1\u724c\u80fd\u5426\u88ab\u63d0\u53ca\u9ad8\u5ea6\u4f9d\u8d56\u8d44\u8d28\u4fe1\u53f7\uff0c\u51fa\u73b0\u5f02\u5e38\u65f6\u5fc5\u987b\u80fd\u56de\u6eaf\u5230\u7b54\u6848\u539f\u6587\u6838\u5bf9\u8868\u8ff0\u662f\u5426\u5408\u89c4\u3002\u5177\u4f53\u7684\u8d44\u8d28\u4fe1\u53f7\u4e0e\u5408\u89c4\u8fb9\u754c\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/healthcare-ymyl-aeo\">\u533b\u7597\u5065\u5eb7\u54c1\u724c\u600e\u4e48\u505a AEO\uff1aYMYL \u7ea2\u7ebf\u4e0e\u8d44\u8d28\u4fe1\u53f7<\/a>\u3002<\/li>\n<li><strong>\u7535\u5546\u4e0e DTC<\/strong>\uff1aprompt \u5e93\u5bb9\u91cf\u6743\u91cd\u6700\u9ad8\u3002\u54c1\u7c7b\u8bcd\u3001\u573a\u666f\u8bcd\u3001\u4ef7\u4f4d\u6bb5\u8bcd\u3001\u5bf9\u6bd4\u8bcd\u7ec4\u5408\u8d77\u6765\u52a8\u8f84\u4e0a\u5343\u6761\uff0c20 \u6761\u4e0a\u9650\u7684\u5de5\u5177\u6839\u672c\u88c5\u4e0d\u4e0b\u771f\u5b9e\u7684\u9009\u8d2d\u95ee\u9898\u7a7a\u95f4\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/ecommerce-dtc-aeo\">\u7535\u5546\u548c DTC \u54c1\u724c\u600e\u4e48\u505a AEO<\/a>\u91cc\u6709\u9009\u54c1\u903b\u8f91\u4e0e\u95ee\u9898\u5e93\u62c6\u6cd5\u3002<\/li>\n<li><strong>B2B SaaS<\/strong>\uff1a\u7ade\u54c1\u540c\u6279\u6b21\u91c7\u96c6\u6743\u91cd\u6700\u9ad8\u3002B2B \u7684 AI \u7b54\u6848\u5927\u591a\u662f&quot;\u4e09\u9009\u4e00&quot;\u5f0f\u7684\u5bf9\u6bd4\u5217\u8868\uff0c\u7edd\u5bf9\u63d0\u53ca\u7387\u610f\u4e49\u6709\u9650\uff0c\u5173\u952e\u662f\u540c\u4e00\u4e2a\u95ee\u9898\u4e0b\u4f60\u548c\u5bf9\u624b\u7684\u76f8\u5bf9\u4f4d\u7f6e\u3002<\/li>\n<li><strong>\u521a\u8d77\u6b65\u3001\u8fd8\u6ca1\u5185\u5bb9\u8d44\u4ea7\u7684\u54c1\u724c<\/strong>\uff1a\u53ef\u4ee5\u5148\u4e0d\u4e70\u76d1\u6d4b\uff0c\u7528\u514d\u8d39\u65b9\u5f0f\u624b\u52a8\u8dd1 20 \u6761\u95ee\u9898\u62ff\u4e00\u6b21\u57fa\u7ebf\uff0c\u5148\u628a\u94b1\u82b1\u5728\u4fe1\u6e90\u548c\u5185\u5bb9\u4e0a\uff1b\u7b49\u6709\u4e1c\u897f\u53ef\u6d4b\u4e86\u518d\u4e0a\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p>\u9636\u6bb5\u7ef4\u5ea6\u540c\u6837\u91cd\u8981\uff1a<strong>\u4f18\u5316\u524d\u671f\u770b&quot;\u6709\u6ca1\u6709\u88ab\u63d0\u53ca&quot;\uff0c\u4e2d\u540e\u671f\u624d\u770b&quot;\u63d0\u53ca\u7387\u6da8\u4e86\u51e0\u4e2a\u70b9&quot;\u3002<\/strong> \u524d\u671f\u7528\u4e8c\u5143\u6307\u6807\uff08\u662f\u5426\u51fa\u73b0\u5728\u524d\u4e09\uff09\u6bd4\u770b\u767e\u5206\u6bd4\u66f4\u7a33\uff0c\u56e0\u4e3a\u6837\u672c\u91cf\u8fd8\u4e0d\u8db3\u4ee5\u652f\u6491\u5c0f\u6570\u70b9\u540e\u7684\u89e3\u8bfb\u3002<\/p>\n<h2>\u4e09\u4e2a\u6700\u5e38\u89c1\u7684\u6570\u636e\u9677\u9631<\/h2>\n<p><strong>\u8fd9\u4e09\u7c7b\u95ee\u9898\u5728\u6f14\u793a\u73af\u8282\u770b\u4e0d\u51fa\u6765\uff0c\u4e0a\u7ebf\u4e09\u4e2a\u6708\u540e\u624d\u4f1a\u66b4\u9732\uff0c\u800c\u90a3\u65f6\u4f60\u5df2\u7ecf\u57fa\u4e8e\u9519\u8bef\u7ed3\u8bba\u505a\u4e86\u534a\u5e74\u5185\u5bb9\u89c4\u5212\u3002<\/strong><\/p>\n<p><strong>\u5206\u6bcd\u6f02\u79fb\u3002<\/strong> \u90e8\u5206\u5de5\u5177\u5728 prompt \u5e93\u6269\u5bb9\u65f6\uff0c\u628a\u65b0\u95ee\u9898\u76f4\u63a5\u5e76\u5165\u5386\u53f2\u66f2\u7ebf\u3002\u65b0\u95ee\u9898\u5f80\u5f80\u66f4\u957f\u5c3e\u3001\u66f4\u96be\u88ab\u63d0\u53ca\uff0c\u5bfc\u81f4\u63d0\u53ca\u7387\u65e0\u6545\u4e0b\u8dcc\uff0c\u56e2\u961f\u53cd\u800c\u53bb&quot;\u6392\u67e5\u662f\u4e0d\u662f\u88ab\u964d\u6743\u4e86&quot;\u3002\u6b63\u786e\u505a\u6cd5\u662f\u65b0\u95ee\u9898\u5355\u72ec\u8d77\u7ebf\uff0c\u6216\u5bf9\u5386\u53f2\u505a\u540c\u53e3\u5f84\u56de\u8865\u3002<\/p>\n<p><strong>\u5e73\u53f0\u6df7\u7b97\u3002<\/strong> \u628a\u4e94\u4e2a\u5e73\u53f0\u7684\u63d0\u53ca\u7387\u76f4\u63a5\u5e73\u5747\u6210\u4e00\u4e2a&quot;AI \u53ef\u89c1\u5ea6\u603b\u5206&quot;\u3002\u7531\u4e8e\u5404\u5e73\u53f0\u57fa\u7ebf\u5dee\u5f02\u5de8\u5927\uff08\u672c\u6587\u5b9e\u6d4b\u4e2d\u6700\u9ad8 37.1%\u3001\u6700\u4f4e 11.8%\uff09\uff0c\u4efb\u4e00\u5e73\u53f0\u7684\u91c7\u96c6\u4e2d\u65ad\u90fd\u4f1a\u8ba9\u603b\u5206\u5267\u70c8\u8df3\u52a8\uff0c\u800c\u770b\u677f\u4e0a\u5b8c\u5168\u770b\u4e0d\u51fa\u539f\u56e0\u3002\u603b\u5206\u53ea\u80fd\u4f5c\u4e3a\u526f\u6307\u6807\uff0c\u4e3b\u6307\u6807\u5fc5\u987b\u6309\u5e73\u53f0\u62c6\u5f00\u3002<\/p>\n<p><strong>\u628a\u6392\u540d\u5f53\u8fde\u7eed\u53d8\u91cf\u3002<\/strong> &quot;\u6211\u4eec\u5728 DeepSeek \u4e0a\u4ece\u7b2c 5 \u540d\u5347\u5230\u7b2c 3 \u540d&quot;\u8fd9\u53e5\u8bdd\uff0c\u5728\u7b54\u6848\u91cc\u53ea\u5217\u4e86 4 \u4e2a\u54c1\u724c\u65f6\u662f\u65e0\u610f\u4e49\u7684\u3002AI \u7b54\u6848\u4e2d\u7684\u4f4d\u7f6e\u53d7\u5217\u8868\u957f\u5ea6\u3001\u7b54\u6848\u7ed3\u6784\u5f71\u54cd\u6781\u5927\uff0c\u66f4\u7a33\u5065\u7684\u505a\u6cd5\u662f\u8bb0\u5f55&quot;\u662f\u5426\u8fdb\u5165\u524d\u4e09&quot;\u8fd9\u7c7b\u4e8c\u5143\u6307\u6807\uff0c\u518d\u770b\u5b83\u5728\u5927\u6837\u672c\u4e0b\u7684\u6bd4\u4f8b\u53d8\u5316\u3002<\/p>\n<p>\u540c\u6837\u7684\u53e3\u5f84\u7eaa\u5f8b\u4e5f\u9002\u7528\u4e8e\u6a2a\u5411\u9009\u578b\u5bf9\u6bd4\uff0c<a href=\"https:\/\/maxaeo.cn\/blog\/ai-monitoring-tool-guide\">AI \u641c\u7d22\u54c1\u724c\u76d1\u6d4b\u5de5\u5177\u7684\u5e73\u53f0\u8986\u76d6\u3001Prompt \u8bbe\u8ba1\u4e0e\u6570\u636e\u53ef\u4fe1\u5ea6\u8bc4\u4f30<\/a>\u91cc\u6709\u66f4\u7ec6\u7684\u6307\u6807\u5b9a\u4e49\u5bf9\u7167\u8868\u3002<\/p>\n<h2>\u9884\u7b97\u600e\u4e48\u5206\uff1a\u4e09\u6863\u6295\u5165\u7684\u73b0\u5b9e\u914d\u7f6e<\/h2>\n<p><strong>\u76d1\u6d4b\u5de5\u5177\u7684\u4ef7\u503c\u4e0a\u9650\uff0c\u53d6\u51b3\u4e8e\u4f60\u6709\u6ca1\u6709\u9884\u7b97\u53bb\u6539\u56e0\u5b83\u66b4\u9732\u7684\u95ee\u9898\u3002<\/strong> \u4e09\u6863\u53c2\u8003\u914d\u7f6e\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5e74\u5ea6 AEO \u603b\u9884\u7b97<\/th>\n<th>\u76d1\u6d4b\u5360\u6bd4\u5efa\u8bae<\/th>\n<th>\u73b0\u5b9e\u505a\u6cd5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>5 \u4e07\u4ee5\u4e0b<\/td>\n<td>0\u201320%<\/td>\n<td>\u624b\u52a8\u8dd1\u57fa\u7ebf\uff0c\u94b1\u5168\u90e8\u6295\u5185\u5bb9\u4e0e\u4fe1\u6e90\uff1b\u6bcf\u5b63\u5ea6\u624b\u52a8\u590d\u6d4b\u4e00\u6b21<\/td>\n<\/tr>\n<tr>\n<td>5\u201330 \u4e07<\/td>\n<td>20\u201330%<\/td>\n<td>\u4e70\u57fa\u7840\u76d1\u6d4b\uff08\u2265100 prompt\u3001\u22653 \u6b21\/\u5929\uff09\uff0c\u5176\u4f59\u6295\u5185\u5bb9\u6539\u9020<\/td>\n<\/tr>\n<tr>\n<td>30 \u4e07\u4ee5\u4e0a<\/td>\n<td>15\u201325%<\/td>\n<td>\u5168\u91cf\u76d1\u6d4b + \u7f51\u9875\u7aef\u53d6\u8bc1 + \u7ade\u54c1\u540c\u6279\u6b21\uff0c\u5269\u4f59\u6295\u4fe1\u6e90\u4e0e\u5b9e\u9a8c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6ce8\u610f\u76d1\u6d4b\u5360\u6bd4\u5728\u9ad8\u9884\u7b97\u6863\u53cd\u800c\u56de\u843d\uff1a<strong>\u76d1\u6d4b\u662f\u56fa\u5b9a\u6210\u672c\uff0c\u5185\u5bb9\u548c\u4fe1\u6e90\u6295\u5165\u624d\u968f\u89c4\u6a21\u7ebf\u6027\u589e\u957f\u3002<\/strong> \u5982\u679c\u67d0\u4e2a\u62a5\u4ef7\u8ba9\u76d1\u6d4b\u5403\u6389\u4e00\u534a\u4ee5\u4e0a\u9884\u7b97\uff0c\u57fa\u672c\u53ef\u4ee5\u5224\u5b9a\u5b83\u628a\u4eea\u8868\u76d8\u5356\u6210\u4e86\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>\u9884\u7b97\u6709\u9650\u65f6\uff0c\u56db\u5c42\u91cc\u4f18\u5148\u4fdd\u54ea\u4e00\u5c42\uff1f<\/strong><br \/>\n\u4f18\u5148\u4fdd\u7559\u6863\u3002\u91c7\u6837\u91cf\u4e0d\u8db3\u53ef\u4ee5\u540e\u671f\u52a0\u94b1\u8865\uff0c\u4f46\u6ca1\u6709\u843d\u5e93\u7684\u539f\u59cb\u7b54\u6848\u6c38\u8fdc\u8ffd\u4e0d\u56de\u6765\u3002\u7b2c\u4e8c\u4f18\u5148\u662f\u91c7\u6837\u53e3\u5f84\u4e2d\u7684&quot;prompt \u5e93\u5bb9\u91cf&quot;\uff0c\u56e0\u4e3a\u5b83\u51b3\u5b9a\u7cbe\u5ea6\u4e0a\u9650\u3002\u53ef\u89c6\u5316\u548c\u7ade\u54c1\u9762\u677f\u662f\u6700\u5bb9\u6613\u540e\u8865\u7684\u90e8\u5206\u3002<\/p>\n<p><strong>\u63d0\u53ca\u7387\u4e00\u5468\u6da8\u4e86 5 \u4e2a\u767e\u5206\u70b9\uff0c\u7b97\u4e0d\u7b97\u771f\u7684\u8fdb\u6b65\uff1f<\/strong><br \/>\n\u53d6\u51b3\u4e8e\u6837\u672c\u91cf\u3002\u5982\u679c\u6bcf\u5929\u603b\u6837\u672c\u91cf\u662f 50\uff0c95% \u7f6e\u4fe1\u533a\u95f4\u534a\u5bbd\u7ea6 \u00b112.7 pp\uff0c5 pp \u5b8c\u5168\u843d\u5728\u566a\u97f3\u8303\u56f4\u5185\uff1b\u6837\u672c\u91cf\u5230 350 \u65f6\u534a\u5bbd\u7ea6 \u00b14.8 pp\uff0c5 pp \u624d\u521a\u521a\u5177\u5907\u89e3\u8bfb\u4ef7\u503c\u3002\u770b\u5230\u6da8\u8dcc\u5148\u95ee N \u662f\u591a\u5c11\uff0c\u8fd9\u4e2a\u4e60\u60ef\u80fd\u7701\u6389\u5927\u91cf\u65e0\u6548\u590d\u76d8\u3002<\/p>\n<p><strong>\u53ea\u6709\u4e00\u4e2a\u54c1\u724c\uff0c\u6ca1\u6709\u5bf9\u7167\u7ec4\uff0c\u600e\u4e48\u5224\u65ad\u4f18\u5316\u771f\u7684\u6709\u6548\uff1f<\/strong><br \/>\n\u7528\u7559\u51fa\u6cd5\uff1a\u628a prompt \u5e93\u6216\u9875\u9762\u5206\u6210\u5b9e\u9a8c\u7ec4\u4e0e\u5bf9\u7167\u7ec4\uff0c\u53ea\u5bf9\u5b9e\u9a8c\u7ec4\u505a\u4f18\u5316\uff0c\u540c\u671f\u6bd4\u8f83\u4e24\u7ec4\u53d8\u5316\u3002\u5355\u54c1\u724c\u4e5f\u80fd\u6784\u9020\u63a7\u5236\u7ec4\uff0c<a href=\"https:\/\/maxaeo.ai\/blog\/aeo-holdout-test\">Holdout Testing for AEO\uff1a\u53ea\u6709\u4e00\u4e2a\u54c1\u724c\u65f6\u600e\u4e48\u8dd1\u63a7\u5236\u7ec4<\/a>\u7ed9\u51fa\u4e86\u5177\u4f53\u5206\u7ec4\u65b9\u5f0f\u3002<\/p>\n<p><strong>\u4e2d\u6587\u5e73\u53f0\u548c ChatGPT\u3001Gemini \u7684\u9009\u6e90\u903b\u8f91\u4e00\u6837\u5417\uff1f<\/strong><br \/>\n\u4e0d\u4e00\u6837\uff0c\u6240\u4ee5\u4e0d\u80fd\u7528\u540c\u4e00\u5957 prompt \u548c\u540c\u4e00\u4efd\u4fe1\u6e90\u7b56\u7565\u8986\u76d6\u5168\u90e8\u3002ChatGPT \u4e0e Gemini \u7684\u5f15\u7528\u9009\u62e9\u673a\u5236\u5206\u522b\u89c1<a href=\"https:\/\/maxaeo.ai\/blog\/get-cited-by-chatgpt\">Getting Cited by ChatGPT<\/a>\u4e0e<a href=\"https:\/\/maxaeo.ai\/blog\/how-to-get-cited-by-gemini\">Getting Cited by Google Gemini<\/a>\u3002\u5982\u679c\u4f60\u7684\u4e1a\u52a1\u53ea\u5728\u56fd\u5185\uff0c\u4f18\u5148\u9a8c\u8bc1\u5de5\u5177\u5bf9\u56fd\u4ea7\u5e73\u53f0\u7684\u8986\u76d6\u6df1\u5ea6\uff0c\u800c\u4e0d\u662f\u5b83\u652f\u6301\u591a\u5c11\u4e2a\u6d77\u5916\u6a21\u578b\u3002<\/p>\n<p><strong>\u7f51\u9875\u7aef\u6a21\u62df\u91c7\u96c6\u4f1a\u4e0d\u4f1a\u6709\u5408\u89c4\u98ce\u9669\uff1f<\/strong><br \/>\n\u8fd9\u53d6\u51b3\u4e8e\u5177\u4f53\u5e73\u53f0\u7684\u670d\u52a1\u6761\u6b3e\u548c\u91c7\u96c6\u9891\u7387\uff0c\u9009\u578b\u65f6\u5e94\u8981\u6c42\u4f9b\u5e94\u5546\u8bf4\u660e\u5176\u8d26\u53f7\u6765\u6e90\u3001\u8bf7\u6c42\u9891\u7387\u63a7\u5236\u4ee5\u53ca\u662f\u5426\u9075\u5b88\u76ee\u6807\u5e73\u53f0\u7684 robots \u4e0e\u4f7f\u7528\u6761\u6b3e\u3002\u7a33\u59a5\u505a\u6cd5\u662f\u628a\u7f51\u9875\u7aef\u6a21\u62df\u9650\u5b9a\u5728\u4f4e\u9891\u53d6\u8bc1\u573a\u666f\uff0c\u9ad8\u9891\u8d8b\u52bf\u91c7\u96c6\u5c3d\u91cf\u8d70\u5b98\u65b9\u63a5\u53e3\u3002<\/p>\n<p><strong>\u81ea\u5df1\u5199\u811a\u672c\u8dd1\uff0c\u80fd\u4e0d\u80fd\u66ff\u4ee3\u5546\u4e1a\u5de5\u5177\uff1f<\/strong><br \/>\n\u6280\u672f\u4e0a\u53ef\u884c\uff0c\u96be\u70b9\u4e0d\u5728\u5199\u722c\u866b\uff0c\u800c\u5728\u957f\u671f\u7ef4\u6301\u6570\u636e\u53ef\u6bd4\u6027\u2014\u2014\u8d26\u53f7\u98ce\u63a7\u3001\u5e73\u53f0\u6539\u7248\u3001\u6a21\u5f0f\u6f02\u79fb\u90fd\u4f1a\u8ba9\u5386\u53f2\u6570\u636e\u65ad\u5c42\u3002\u7c97\u7b97\u4e00\u7b14\u8d26\uff1a\u8981\u8fbe\u5230\u6bcf\u5929 700 \u6b21\u91c7\u6837\u7684\u7cbe\u5ea6\uff08\u00b13.4 pp\uff09\uff0c\u5149\u662f\u8d26\u53f7\u6c60\u7ef4\u62a4\u3001\u9a8c\u8bc1\u7801\u5bf9\u6297\u548c\u5e73\u53f0\u6539\u7248\u540e\u7684\u811a\u672c\u91cd\u5199\uff0c\u7a33\u5b9a\u6295\u5165\u7ea6\u7b49\u4e8e\u534a\u4e2a\u5de5\u7a0b\u5e08\u7684\u6301\u7eed\u6392\u671f\uff0c\u800c\u8fd9\u90e8\u5206\u5de5\u4f5c\u4e0d\u4ea7\u751f\u4efb\u4f55\u5185\u5bb9\u8d44\u4ea7\u3002\u6837\u672c\u91cf\u9700\u6c42\u5728 150 \u6b21\/\u5929\u4ee5\u4e0b\u3001\u4e14\u80fd\u63a5\u53d7\u6570\u636e\u65ad\u5c42\u7684\u56e2\u961f\uff0c\u81ea\u5efa\u5212\u7b97\uff1b\u8981\u505a\u4e25\u8083\u5f52\u56e0\u7684\uff0c\u91c7\u8d2d\u66f4\u7701\u3002<\/p>\n<p><strong>\u6a21\u578b\u5927\u7248\u672c\u66f4\u65b0\u540e\uff0c\u5386\u53f2\u6570\u636e\u8fd8\u80fd\u7528\u5417\uff1f<\/strong><br \/>\n\u53ef\u4ee5\u7528\uff0c\u4f46\u5fc5\u987b\u6253\u4e0a\u65ad\u70b9\u6807\u8bb0\u3002\u6a21\u578b\u66f4\u65b0\u5f80\u5f80\u4f1a\u6574\u4f53\u6539\u53d8\u63a8\u8350\u7ed3\u6784\uff0c\u6b64\u65f6\u8de8\u7248\u672c\u5bf9\u6bd4\u63d0\u53ca\u7387\u7edd\u5bf9\u503c\u610f\u4e49\u6709\u9650\uff0c\u66f4\u53ef\u9760\u7684\u662f\u770b\u540c\u671f\u7ade\u54c1\u7684\u76f8\u5bf9\u4f4d\u7f6e\u53d8\u5316\u3002\u7559\u6863\u5b8c\u6574\u7684\u5de5\u5177\u5e94\u8be5\u5141\u8bb8\u4f60\u5728\u56fe\u8868\u4e0a\u6807\u6ce8\u7248\u672c\u5207\u6362\u70b9\uff0c\u5e76\u652f\u6301\u5206\u6bb5\u7edf\u8ba1\u2014\u2014\u5177\u4f53\u7684\u91cd\u4f30\u6d41\u7a0b\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/model-update-ai-recommendations\">\u6a21\u578b\u5927\u7248\u672c\u66f4\u65b0\u540e AI \u63a8\u8350\u5168\u53d8\u4e86\uff1a\u5347\u7ea7\u540e\u7684\u53ef\u89c1\u6027\u91cd\u4f30<\/a>\u3002<\/p>\n<p><strong>\u591a\u4e45\u6362\u4e00\u6b21 prompt \u5e93\uff1f<\/strong><br \/>\n\u5efa\u8bae\u5b63\u5ea6\u5c0f\u8c03\u3001\u5e74\u5ea6\u91cd\u6784\uff0c\u4e14\u6bcf\u6b21\u8c03\u6574\u90fd\u65b0\u8d77\u4e00\u6761\u66f2\u7ebf\u800c\u975e\u5e76\u5165\u5386\u53f2\u3002\u4ea7\u54c1\u7ebf\u3001\u7ade\u54c1\u683c\u5c40\u3001\u7528\u6237\u95ee\u6cd5\u90fd\u4f1a\u53d8\uff0c\u4e00\u5e74\u4e0d\u52a8\u7684 prompt \u5e93\u6d4b\u7684\u662f\u8fc7\u53bb\u7684\u5e02\u573a\uff1b\u4f46\u6539\u5f97\u592a\u9891\u7e41\u5219\u6ca1\u6709\u4e00\u6761\u66f2\u7ebf\u80fd\u79ef\u7d2f\u5230\u53ef\u89e3\u8bfb\u7684\u957f\u5ea6\u3002<\/p>\n<hr>\n<p>\u9009\u578b\u7684\u672c\u8d28\uff0c\u662f\u628a&quot;\u8fd9\u4e2a\u5de5\u5177\u529f\u80fd\u591a\u4e0d\u591a&quot;\u6362\u6210&quot;\u8fd9\u4e2a\u5de5\u5177\u7684\u6570\u5b57\u6211\u6562\u4e0d\u6562\u62ff\u53bb\u6c47\u62a5&quot;\u3002\u524d\u8005\u9760\u6f14\u793a\u5224\u65ad\uff0c\u540e\u8005\u53ea\u80fd\u9760\u4e0a\u9762\u90a3\u4efd\u6e05\u5355\u4e00\u6761\u4e00\u6761\u9a8c\u3002\u7528 48 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