{"id":648,"date":"2026-07-06T14:28:34","date_gmt":"2026-07-06T06:28:34","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/"},"modified":"2026-07-06T14:28:34","modified_gmt":"2026-07-06T06:28:34","slug":"multi-turn-brand-recommendation","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/","title":{"rendered":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355"},"content":{"rendered":"<p><strong>\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350<\/strong>\u771f\u6b63\u8981\u6d4b\u7684\uff0c\u4e0d\u662fAI\u7b2c\u4e00\u8f6e\u6709\u6ca1\u6709\u63d0\u5230\u4f60\uff0c\u800c\u662f\u7528\u6237\u7ee7\u7eed\u8ffd\u95ee\u201c\u6709\u6ca1\u6709\u66f4\u4fbf\u5b9c\u7684\u201d\u201c\u6709\u4ec0\u4e48\u7f3a\u70b9\u201d\u201c\u548c\u7ade\u54c1\u6bd4\u5462\u201d\u201c\u6570\u636e\u53ef\u4fe1\u5417\u201d\u4e4b\u540e\uff0c\u4f60\u662f\u5426\u8fd8\u7559\u5728\u63a8\u8350\u540d\u5355\u91cc\u3002<\/p>\n<p>\u5bf9\u54c1\u724c\u65b9\u6765\u8bf4\uff0c\u9996\u8f6e\u63d0\u53ca\u53ea\u662f\u5165\u53e3\u3002\u7b2c\u4e8c\u3001\u4e09\u8f6e\u8ffd\u95ee\u66f4\u63a5\u8fd1\u771f\u5b9e\u51b3\u7b56\uff1a\u7528\u6237\u4f1a\u538b\u9884\u7b97\u3001\u6362\u573a\u666f\u3001\u8d28\u7591\u8bc1\u636e\u3001\u5f15\u5165\u7ade\u54c1\u548c\u8d1f\u9762\u4fe1\u606f\u3002\u54c1\u724c\u5982\u679c\u5728\u8fd9\u4e9b\u8ffd\u95ee\u91cc\u6389\u961f\uff0c\u8bf4\u660e\u5b83\u6709\u53ef\u89c1\u5ea6\uff0c\u4f46\u6ca1\u6709\u63a8\u8350\u97e7\u6027\u3002<\/p>\n<h2>\u4ec0\u4e48\u662f\u591a\u8f6e\u5bf9\u8bdd\u91cc\u7684\u54c1\u724c\u63a8\u8350\uff1f<\/h2>\n<p><strong>\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\uff0c\u662f\u6307\u7528\u6237\u8fde\u7eed\u8865\u5145\u573a\u666f\u3001\u9884\u7b97\u3001\u7ade\u54c1\u548c\u7591\u8651\u540e\uff0cAI\u4ecd\u628a\u67d0\u54c1\u724c\u7eb3\u5165\u63a8\u8350\u6216\u6bd4\u8f83\u7684\u8868\u73b0\u3002<\/strong><\/p>\n<p>\u5b83\u548c\u5355\u8f6eAI\u641c\u7d22\u6392\u540d\u4e0d\u540c\u3002\u5355\u8f6e\u7ed3\u679c\u56de\u7b54\u201c\u6709\u6ca1\u6709\u88ab\u63d0\u5230\u201d\uff1b\u591a\u8f6e\u7ed3\u679c\u56de\u7b54\u201c\u88ab\u8ffd\u95ee\u540e\u662f\u5426\u4ecd\u6210\u7acb\u201d\u3002<\/p>\n<p>\u4f8b\u5982\uff1a<\/p>\n<ol>\n<li>\u7b2c1\u8f6e\uff1a\u63a8\u8350\u9002\u5408\u4e2d\u5c0f\u4f01\u4e1a\u7684AI\u54c1\u724c\u76d1\u6d4b\u5de5\u5177\u3002<\/li>\n<li>\u7b2c2\u8f6e\uff1a\u5982\u679c\u9884\u7b97\u6709\u9650\u3001\u4e3b\u8981\u770b\u56fd\u4ea7AI\u5e73\u53f0\uff0c\u4f18\u5148\u9009\u8c01\uff1f<\/li>\n<li>\u7b2c3\u8f6e\uff1a\u5982\u679c\u62c5\u5fc3\u6570\u636e\u4e0d\u53ef\u590d\u73b0\u3001\u670d\u52a1\u5546\u5938\u5927\u6548\u679c\u548c\u5408\u89c4\u98ce\u9669\uff0c\u521a\u624d\u7684\u63a8\u8350\u8fd8\u6210\u7acb\u5417\uff1f<\/li>\n<\/ol>\n<p>\u5982\u679c\u54c1\u724c\u9996\u8f6e\u51fa\u73b0\u3001\u7b2c\u4e8c\u8f6e\u964d\u7ea7\u3001\u7b2c\u4e09\u8f6e\u6d88\u5931\uff0c\u95ee\u9898\u901a\u5e38\u4e0d\u662f\u201c\u54c1\u724c\u540d\u51fa\u73b0\u4e0d\u591f\u591a\u201d\uff0c\u800c\u662f<strong>AI\u7f3a\u5c11\u53ef\u6838\u9a8c\u7684\u7406\u7531\u7ee7\u7eed\u63a8\u8350\u4f60<\/strong>\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u5355\u6761Prompt\u6d4b\u4e0d\u51fa\u54c1\u724c\u63a8\u8350\u97e7\u6027\uff1f<\/h2>\n<p><strong>\u5355\u6761Prompt\u53ea\u80fd\u6d4b\u4e00\u6b21\u5165\u53e3\uff0c\u4e0d\u80fd\u6a21\u62df\u7528\u6237\u540e\u7eed\u7684\u6bd4\u8f83\u3001\u53cd\u9a73\u548c\u98ce\u9669\u5224\u65ad\u3002<\/strong><\/p>\n<p>\u8fd9\u6709\u4e24\u4e2a\u539f\u56e0\uff1a<\/p>\n<ol>\n<li><strong>AI\u7b54\u6848\u6709\u6ce2\u52a8\u3002<\/strong> 2026\u5e74\u8bba\u6587<a href=\"https:\/\/arxiv.org\/abs\/2604.07585\">\u300aDon&#39;t Measure Once: Measuring Visibility in AI Search (GEO)\u300b<\/a>\u6307\u51fa\uff0cAI\u641c\u7d22\u7b54\u6848\u4f1a\u968f\u8fd0\u884c\u6b21\u6570\u3001\u63d0\u793a\u8bcd\u548c\u65f6\u95f4\u53d8\u5316\uff0cGEO\u53ef\u89c1\u5ea6\u5e94\u88ab\u770b\u4f5c\u5206\u5e03\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u622a\u56fe\u3002<\/li>\n<\/ol>\n<p>\u6240\u4ee5\uff0c\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\u7684\u76d1\u63a7\u53e3\u5f84\u81f3\u5c11\u8981\u5305\u542b\u56db\u4ef6\u4e8b\uff1a<strong>\u9996\u8f6e\u8fdb\u5165\u3001\u8ffd\u95ee\u4fdd\u7559\u3001\u88ab\u8d28\u7591\u540e\u7684\u9632\u5b88\u80fd\u529b\u3001\u63a8\u8350\u7406\u7531\u662f\u5426\u6709\u6765\u6e90\u652f\u6491<\/strong>\u3002<\/p>\n<h2>\u4e09\u8f6e\u6d4b\u8bd5\u6cd5\uff1a\u4ece\u521d\u9009\u3001\u7ea6\u675f\u5230\u8d28\u7591<\/h2>\n<p><strong>\u4e09\u8f6e\u6d4b\u8bd5\u6cd5\uff0c\u662f\u5728\u540c\u4e00\u4f1a\u8bdd\u91cc\u6a21\u62df\u7528\u6237\u51b3\u7b56\u8def\u5f84\uff1a\u5148\u8981\u5019\u9009\uff0c\u518d\u52a0\u7ea6\u675f\uff0c\u6700\u540e\u5f15\u5165\u8d28\u7591\u6216\u7ade\u54c1\u538b\u529b\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u8f6e\u6b21<\/th>\n<th>\u6d4b\u8bd5\u76ee\u7684<\/th>\n<th>\u53ef\u590d\u7528Prompt<\/th>\n<th>\u8bb0\u5f55\u6307\u6807<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7b2c1\u8f6e\uff1a\u521d\u9009<\/td>\n<td>\u6d4bAI\u662f\u5426\u4e3b\u52a8\u63a8\u8350<\/td>\n<td>\u201c\u6211\u5728\u9009\u9002\u5408\u6d88\u8d39\u54c1\u724c\u7684AI\u54c1\u724c\u76d1\u6d4b\u5e73\u53f0\uff0c\u8bf7\u63a8\u83505\u4e2a\uff0c\u5e76\u8bf4\u660e\u9002\u7528\u573a\u666f\u3002\u201d<\/td>\n<td>\u662f\u5426\u63d0\u53ca\u3001\u6392\u540d\u3001\u63a8\u8350\u7406\u7531\u3001\u662f\u5426\u6709\u5f15\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c2\u8f6e\uff1a\u7ea6\u675f<\/td>\n<td>\u6d4b\u573a\u666f\u5339\u914d\u548c\u4ef7\u503c\u611f\u77e5<\/td>\n<td>\u201c\u5982\u679c\u6211\u66f4\u5173\u6ce8\u56fd\u4ea7AI\u5e73\u53f0\u3001\u9884\u7b97\u6709\u9650\u3001\u9700\u8981\u770b\u7ade\u54c1\u8868\u73b0\uff0c\u54ea\u4e9b\u66f4\u503c\u5f97\u4f18\u5148\u770b\uff1f\u201d<\/td>\n<td>\u662f\u5426\u4fdd\u7559\u3001\u6392\u540d\u53d8\u5316\u3001\u7406\u7531\u662f\u5426\u53d8\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u7b2c3\u8f6e\uff1a\u65bd\u538b<\/td>\n<td>\u6d4b\u6297\u8d28\u7591\u80fd\u529b<\/td>\n<td>\u201c\u5982\u679c\u6211\u62c5\u5fc3\u5de5\u5177\u5938\u5927\u6548\u679c\u3001\u6570\u636e\u4e0d\u53ef\u590d\u73b0\u3001\u5408\u89c4\u98ce\u9669\uff0c\u521a\u624d\u63a8\u8350\u8fd8\u6210\u7acb\u5417\uff1f\u201d<\/td>\n<td>\u662f\u5426\u6389\u961f\u3001\u60c5\u611f\u53d8\u5316\u3001\u662f\u5426\u63d0\u51fa\u8bc1\u636e\u6216\u9650\u5236\u6761\u4ef6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" style=\"max-width:100%;height:auto\" loading=\"lazy\"  src=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg\" alt=\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\u6d4b\u8bd5\u8bb0\u5f55\u8868\uff1a\u4e09\u8f6e\u8ffd\u95ee\u540e\u7684\u63d0\u53ca\u3001\u6392\u540d\u3001\u60c5\u611f\u548c\u5f15\u7528\u6765\u6e90\u53d8\u5316\"><\/figure>\n<p>\u6d4b\u8bd5\u65f6\u4e0d\u8981\u53ea\u8dd1\u4e00\u6b21\u3002\u66f4\u7a33\u59a5\u7684\u505a\u6cd5\u662f\uff1a<strong>\u6bcf\u4e2a\u5e73\u53f0\u3001\u6bcf\u6761\u5bf9\u8bdd\u8def\u5f84\u81f3\u5c11\u590d\u6d4b3\u52305\u6b21<\/strong>\uff0c\u5e76\u8bb0\u5f55\u65e5\u671f\u3001\u5e73\u53f0\u3001\u8d26\u53f7\u72b6\u6001\u3001\u662f\u5426\u8054\u7f51\u3001Prompt\u539f\u6587\u3001\u5b8c\u6574\u56de\u7b54\u548c\u5f15\u7528\u94fe\u63a5\u3002\u5982\u679c\u8fd8\u6ca1\u6709\u9898\u5e93\uff0c\u53ef\u4ee5\u5148\u6309\u54c1\u7c7b\u8bcd\u3001\u573a\u666f\u8bcd\u3001\u5f02\u8bae\u8bcd\u548c\u7ade\u54c1\u8bcd\u62c6\u5206\uff0c\u5177\u4f53\u65b9\u6cd5\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-prompt-2\">AI\u641c\u7d22Prompt\u4ece\u5173\u952e\u8bcd\u5230\u53ef\u590d\u6d4b\u9898\u5e93\u7684\u65b9\u6cd5<\/a>\u3002<\/p>\n<h2>MaxAEO\u7684\u56db\u5c42\u538b\u529b\u6a21\u578b<\/h2>\n<p>\u6211\u4eec\u5728\u505aAI\u54c1\u724c\u53ef\u89c1\u5ea6\u8bca\u65ad\u65f6\uff0c\u4f1a\u628a\u591a\u8f6ePrompt\u5206\u6210\u56db\u5c42\uff0c\u800c\u4e0d\u662f\u628a\u4e00\u5806\u540c\u4e49\u8bcd\u5f53\u6210\u65b0\u95ee\u9898\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u538b\u529b\u5c42<\/th>\n<th>\u7528\u6237\u771f\u5b9e\u95ee\u9898<\/th>\n<th>\u54c1\u724c\u5bb9\u6613\u66b4\u9732\u7684\u95ee\u9898<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5165\u53e3\u5c42<\/td>\n<td>\u201c\u8fd9\u4e2a\u54c1\u7c7b\u6709\u54ea\u4e9b\u54c1\u724c\u503c\u5f97\u770b\uff1f\u201d<\/td>\n<td>\u54c1\u7c7b\u5173\u8054\u5f31\u3001\u54c1\u724c\u5b9e\u4f53\u4e0d\u6e05<\/td>\n<\/tr>\n<tr>\n<td>\u7ea6\u675f\u5c42<\/td>\n<td>\u201c\u9884\u7b97\u6709\u9650\u3001\u67d0\u884c\u4e1a\u3001\u67d0\u5730\u533a\u3001\u67d0\u5e73\u53f0\u9002\u5408\u8c01\uff1f\u201d<\/td>\n<td>\u573a\u666f\u9875\u4e0d\u8db3\u3001\u4ef7\u683c\u548c\u9002\u7528\u8fb9\u754c\u4e0d\u6e05<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u8bae\u5c42<\/td>\n<td>\u201c\u6709\u4ec0\u4e48\u7f3a\u70b9\uff1f\u6570\u636e\u53ef\u4fe1\u5417\uff1f\u6709\u6ca1\u6709\u98ce\u9669\uff1f\u201d<\/td>\n<td>\u7f3a\u5c11\u65b9\u6cd5\u8bf4\u660e\u3001\u6848\u4f8b\u3001\u9650\u5236\u6761\u4ef6<\/td>\n<\/tr>\n<tr>\n<td>\u66ff\u4ee3\u5c42<\/td>\n<td>\u201c\u4e3a\u4ec0\u4e48\u4e0d\u662fA\u6216B\uff1f\u6709\u6ca1\u6709\u66f4\u4fbf\u5b9c\u7684\uff1f\u201d<\/td>\n<td>\u7ade\u54c1\u5bf9\u6bd4\u7f3a\u4f4d\u3001\u4ef7\u503c\u611f\u77e5\u5f31<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e2a\u6846\u67b6\u7684\u4ef7\u503c\u5728\u4e8e\u5b9a\u4f4d\u95ee\u9898\uff1a\u5165\u53e3\u5c42\u6389\u961f\uff0c\u4f18\u5148\u8865\u5b9e\u4f53\u548c\u54c1\u7c7b\u4fe1\u53f7\uff1b\u5f02\u8bae\u5c42\u6389\u961f\uff0c\u4f18\u5148\u8865\u8bc1\u636e\u548c\u98ce\u9669\u8bf4\u660e\uff1b\u66ff\u4ee3\u5c42\u6389\u961f\uff0c\u4f18\u5148\u8865\u7ade\u54c1\u5dee\u5f02\u548c\u4ef7\u503c\u89e3\u91ca\u3002<\/p>\n<h2>\u5982\u4f55\u7ed9\u54c1\u724c\u63a8\u8350\u97e7\u6027\u6253\u5206\uff1f<\/h2>\n<p><strong>\u54c1\u724c\u63a8\u8350\u97e7\u6027\u53ef\u4ee5\u75280\u5230100\u5206\u8861\u91cf\uff1a\u5206\u6570\u8d8a\u9ad8\uff0c\u8bf4\u660e\u54c1\u724c\u5728\u591a\u8f6e\u8ffd\u95ee\u540e\u8d8a\u4e0d\u5bb9\u6613\u6389\u51faAI\u63a8\u8350\u3002<\/strong><\/p>\n<p>\u5efa\u8bae\u4f7f\u7528\u8fd9\u4e2a\u516c\u5f0f\uff1a<\/p>\n<p><code>\u63a8\u8350\u97e7\u6027\u5206 = 100 \u00d7 \u52a0\u6743\u5f97\u5206 - \u9519\u8bef\u6263\u5206<\/code><\/p>\n<table>\n<thead>\n<tr>\n<th>\u6307\u6807<\/th>\n<th align=\"right\">\u6743\u91cd<\/th>\n<th>\u600e\u4e48\u7b97<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u9996\u8f6e\u8fdb\u5165\u7387<\/td>\n<td align=\"right\">18%<\/td>\n<td>\u76ee\u6807Prompt\u4e2d\u8fdb\u5165\u63a8\u8350\u540d\u5355\u7684\u6bd4\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u4e8c\u8f6e\u4fdd\u7559\u7387<\/td>\n<td align=\"right\">18%<\/td>\n<td>\u52a0\u5165\u9884\u7b97\u3001\u884c\u4e1a\u3001\u5e73\u53f0\u3001\u5730\u533a\u540e\u4ecd\u88ab\u63a8\u8350\u7684\u6bd4\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u4e09\u8f6e\u9632\u5b88\u7387<\/td>\n<td align=\"right\">18%<\/td>\n<td>\u9762\u5bf9\u8d1f\u9762\u3001\u7ade\u54c1\u3001\u5408\u89c4\u8d28\u7591\u540e\u4ecd\u88ab\u6b63\u5411\u4fdd\u7559\u7684\u6bd4\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u6392\u540d\u7a33\u5b9a\u5ea6<\/td>\n<td align=\"right\">14%<\/td>\n<td>\u6392\u540d\u8d8a\u7a33\u5b9a\u8d8a\u9ad8\uff0c\u6389\u51fa\u540d\u5355\u8bb00<\/td>\n<\/tr>\n<tr>\n<td>\u7406\u7531\u4e00\u81f4\u6027<\/td>\n<td align=\"right\">12%<\/td>\n<td>\u63a8\u8350\u7406\u7531\u662f\u5426\u6301\u7eed\u56f4\u7ed5\u540c\u4e00\u771f\u5b9e\u4f18\u52bf<\/td>\n<\/tr>\n<tr>\n<td>\u8bc1\u636e\u53ef\u6838\u9a8c\u5ea6<\/td>\n<td align=\"right\">10%<\/td>\n<td>AI\u7ed9\u51fa\u7684\u4e8b\u5b9e\u80fd\u5426\u5728\u5b98\u7f51\u3001\u6848\u4f8b\u3001\u5a92\u4f53\u6216\u6743\u5a01\u8d44\u6599\u4e2d\u6838\u9a8c<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u7a33\u5b9a\u6027<\/td>\n<td align=\"right\">10%<\/td>\n<td>\u662f\u5426\u4ece\u201c\u63a8\u8350\u201d\u53d8\u6210\u201c\u8c28\u614e\u8003\u8651\u201d\u6216\u201c\u9700\u6392\u9664\u201d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9519\u8bef\u6263\u5206\u5355\u72ec\u8ba1\u7b97\uff1a\u5982\u679cAI\u51fa\u73b0\u4e0d\u5b58\u5728\u7684\u529f\u80fd\u3001\u865a\u5047\u5ba2\u6237\u3001\u9519\u8bef\u4ef7\u683c\u3001\u9519\u8bef\u8ba4\u8bc1\u3001\u5938\u5927\u6548\u679c\u7b49\uff0c\u6bcf\u7c7b\u62635\u523020\u5206\u3002\u82e5\u9519\u8bef\u6d89\u53ca\u5408\u89c4\u98ce\u9669\uff0c\u4f18\u5148\u5904\u7406\uff0c\u4e0d\u8981\u53ea\u770b\u603b\u5206\u3002<\/p>\n<p>\u4e00\u4e2a\u5178\u578b\u8bca\u65ad\u7ed3\u679c\u53ef\u80fd\u662f\uff1a\u67d0B2B SaaS\u54c1\u724c\u9996\u8f6e\u8fdb\u5165\u738770%\uff0c\u4e8c\u8f6e\u4fdd\u7559\u738748%\uff0c\u4e09\u8f6e\u9632\u5b88\u738722%\u3002\u5b83\u770b\u8d77\u6765\u201c\u6709AI\u53ef\u89c1\u5ea6\u201d\uff0c\u4f46\u97e7\u6027\u5f88\u5f31\u3002\u4f18\u5316\u91cd\u70b9\u4e0d\u662f\u7ee7\u7eed\u91cd\u590d\u54c1\u724c\u540d\uff0c\u800c\u662f\u8865\u8db3\u7b2c\u4e09\u8f6e\u4f1a\u89e6\u53d1\u7684\u8bc1\u636e\uff1a\u5ba2\u6237\u7c7b\u578b\u3001\u6570\u636e\u53e3\u5f84\u3001\u590d\u6d4b\u65b9\u6cd5\u3001\u670d\u52a1\u8fb9\u754c\u548c\u7ade\u54c1\u5dee\u5f02\u3002<\/p>\n<h2>\u54c1\u724c\u4e3a\u4ec0\u4e48\u4f1a\u5728\u7b2c\u4e8c\u3001\u4e09\u8f6e\u6389\u961f\uff1f<\/h2>\n<p><strong>\u6389\u961f\u901a\u5e38\u4e0d\u662f\u56e0\u4e3aAI\u201c\u4e0d\u559c\u6b22\u201d\u67d0\u54c1\u724c\uff0c\u800c\u662f\u56e0\u4e3a\u5b83\u627e\u4e0d\u5230\u8db3\u591f\u53ef\u4fe1\u7684\u6750\u6599\u7ee7\u7eed\u63a8\u8350\u3002<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u6389\u961f\u73b0\u8c61<\/th>\n<th>\u5e38\u89c1\u539f\u56e0<\/th>\n<th>\u5e94\u4f18\u5148\u8865\u4ec0\u4e48<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7b2c\u4e8c\u8f6e\u52a0\u5165\u9884\u7b97\u540e\u6d88\u5931<\/td>\n<td>\u4ef7\u683c\u3001\u5957\u9910\u3001\u9002\u7528\u5ba2\u6237\u4e0d\u6e05<\/td>\n<td>\u4ef7\u683c\u533a\u95f4\u3001\u9002\u5408\/\u4e0d\u9002\u5408\u4eba\u7fa4\u3001ROI\u89e3\u91ca<\/td>\n<\/tr>\n<tr>\n<td>\u52a0\u5165\u56fd\u4ea7AI\u5e73\u53f0\u540e\u964d\u7ea7<\/td>\n<td>\u5e73\u53f0\u8986\u76d6\u8303\u56f4\u8bf4\u4e0d\u6e05<\/td>\n<td>DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u8986\u76d6\u8bf4\u660e<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u201c\u54ea\u4e2a\u66f4\u503c\u201d\u65f6\u88ab\u7ade\u54c1\u66ff\u4ee3<\/td>\n<td>\u4ef7\u503c\u8bc1\u636e\u4e0d\u8db3<\/td>\n<td>\u5bf9\u6bd4\u8868\u3001\u4f7f\u7528\u6210\u672c\u3001\u4ea4\u4ed8\u5468\u671f\u3001\u771f\u5b9e\u6848\u4f8b<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u7f3a\u70b9\u540e\u53d8\u8d1f\u9762<\/td>\n<td>\u7f3a\u5c11\u9650\u5236\u6761\u4ef6\u548c\u7ea0\u9519\u5185\u5bb9<\/td>\n<td>\u4ea7\u54c1\u8fb9\u754c\u3001\u5df2\u77e5\u9650\u5236\u3001\u9002\u7528\u524d\u63d0<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u6570\u636e\u53ef\u4fe1\u65f6\u6389\u961f<\/td>\n<td>\u6ca1\u6709\u590d\u6d4b\u65b9\u6cd5<\/td>\n<td>\u6837\u672c\u91cf\u3001Prompt\u9898\u5e93\u3001\u65f6\u95f4\u6233\u3001\u5bfc\u51fa\u5b57\u6bb5<\/td>\n<\/tr>\n<tr>\n<td>\u95ee\u5408\u89c4\u98ce\u9669\u65f6\u88ab\u6392\u9664<\/td>\n<td>\u5ba3\u4f20\u8bed\u8fc7\u731b\u6216\u6781\u9650\u8bcd\u88ab\u653e\u5927<\/td>\n<td>\u5408\u89c4\u8868\u8ff0\u3001\u514d\u8d23\u58f0\u660e\u3001\u8bc1\u636e\u94fe<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ef7\u503c\u611f\u77e5\u5c24\u5176\u5bb9\u6613\u88ab\u5ffd\u89c6\u3002\u5f53\u7528\u6237\u95ee\u201c\u66f4\u4fbf\u5b9c\u3001\u66f4\u503c\u3001\u6027\u4ef7\u6bd4\u66f4\u9ad8\u201d\u65f6\uff0cAI\u4e0d\u53ea\u6bd4\u8f83\u4ef7\u683c\uff0c\u8fd8\u4f1a\u6bd4\u8f83\u529f\u80fd\u8986\u76d6\u3001\u6570\u636e\u53ef\u4fe1\u5ea6\u3001\u5b66\u4e60\u6210\u672c\u548c\u670d\u52a1\u98ce\u9669\u3002\u8fd9\u4e2a\u65b9\u5411\u53ef\u4ee5\u7ed3\u5408<a href=\"https:\/\/maxaeo.cn\/blog\/ai-value-perception-monitoring\">AI\u63a8\u8350\u91cc\u7684\u4ef7\u503c\u611f\u77e5\u76d1\u63a7<\/a>\u5355\u72ec\u590d\u6d4b\u3002<\/p>\n<h2>\u591a\u8f6e\u6d4b\u8bd5\u8981\u8bb0\u5f55\u54ea\u4e9b\u5b57\u6bb5\uff1f<\/h2>\n<p><strong>\u53ea\u4fdd\u5b58\u622a\u56fe\u4e0d\u591f\u3002\u591a\u8f6e\u5bf9\u8bdd\u6d4b\u8bd5\u5fc5\u987b\u4fdd\u7559\u53ef\u590d\u6d4b\u5b57\u6bb5\uff0c\u5426\u5219\u65e0\u6cd5\u5224\u65ad\u53d8\u5316\u6765\u81ea\u5185\u5bb9\u4f18\u5316\u3001\u6a21\u578b\u66f4\u65b0\u8fd8\u662f\u968f\u673a\u6ce2\u52a8\u3002<\/strong><\/p>\n<p>\u5efa\u8bae\u8bb0\u5f55\u8fd9\u4e9b\u5b57\u6bb5\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u8bb0\u5f55\u65b9\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6d4b\u8bd5\u65e5\u671f<\/td>\n<td>\u7cbe\u786e\u5230\u65e5\uff0c\u91cd\u5927\u4e8b\u4ef6\u540e\u53ef\u7cbe\u786e\u5230\u5c0f\u65f6<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u53f0\u548c\u6a21\u578b<\/td>\n<td>\u5982DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Gemini\u7b49<\/td>\n<\/tr>\n<tr>\n<td>\u4f1a\u8bdd\u72b6\u6001<\/td>\n<td>\u65b0\u4f1a\u8bdd\u6216\u8fde\u7eed\u4f1a\u8bdd\uff0c\u662f\u5426\u767b\u5f55\uff0c\u662f\u5426\u8054\u7f51<\/td>\n<\/tr>\n<tr>\n<td>Prompt\u8def\u5f84<\/td>\n<td>\u7b2c1\u8f6e\u3001\u7b2c2\u8f6e\u3001\u7b2c3\u8f6e\u5b8c\u6574\u539f\u6587<\/td>\n<\/tr>\n<tr>\n<td>\u54c1\u724c\u4f4d\u7f6e<\/td>\n<td>\u672a\u51fa\u73b0\u3001\u5019\u9009\u3001\u63a8\u8350\u3001\u9996\u63a8\u3001\u88ab\u6392\u9664<\/td>\n<\/tr>\n<tr>\n<td>\u60c5\u611f\u6807\u7b7e<\/td>\n<td>\u6b63\u5411\u3001\u4e2d\u6027\u3001\u8c28\u614e\u3001\u8d1f\u5411<\/td>\n<\/tr>\n<tr>\n<td>\u63a8\u8350\u7406\u7531<\/td>\n<td>\u539f\u6587\u6458\u5f55\uff0c\u4e0d\u8981\u53ea\u5199\u6458\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u5f15\u7528\u6765\u6e90<\/td>\n<td>URL\u3001\u6807\u9898\u3001\u662f\u5426\u652f\u6301\u5bf9\u5e94\u4e8b\u5b9e<\/td>\n<\/tr>\n<tr>\n<td>\u9519\u8bef\u7c7b\u578b<\/td>\n<td>\u5e7b\u89c9\u529f\u80fd\u3001\u9519\u8bef\u4ef7\u683c\u3001\u9519\u8bef\u5ba2\u6237\u3001\u9519\u8bef\u5bf9\u6bd4\u3001\u5408\u89c4\u98ce\u9669<\/td>\n<\/tr>\n<tr>\n<td>\u590d\u6d4b\u6b21\u6570<\/td>\n<td>\u540c\u4e00\u8def\u5f84\u91cd\u590d\u8fd0\u884c\u7684\u6b21\u6570\u548c\u7ed3\u679c\u5206\u5e03<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>2026\u5e74\u8bba\u6587<a href=\"https:\/\/arxiv.org\/abs\/2604.25707\">\u300aFrom Citation Selection to Citation Absorption\u300b<\/a>\u628aAI\u5f15\u7528\u5206\u4e3a\u201c\u88ab\u9009\u4e2d\u201d\u548c\u201c\u88ab\u5438\u6536\u201d\u4e24\u4e2a\u5c42\u6b21\uff1a\u9875\u9762\u88ab\u5f15\u7528\u4e0d\u7b49\u4e8e\u5b83\u771f\u6b63\u5f71\u54cd\u4e86\u7b54\u6848\u3002\u5bf9\u54c1\u724c\u63a8\u8350\u4e5f\u662f\u4e00\u6837\uff0c<strong>\u51fa\u73b0\u94fe\u63a5\u4e0d\u7b49\u4e8e\u8d62\u5f97\u89e3\u91ca\u6743<\/strong>\uff0c\u8981\u770bAI\u662f\u5426\u771f\u7684\u91c7\u7528\u4e86\u4f60\u7684\u5b9a\u4e49\u3001\u6570\u636e\u3001\u6b65\u9aa4\u548c\u5bf9\u6bd4\u6846\u67b6\u3002<\/p>\n<h2>\u5982\u4f55\u4f18\u5316\u591a\u8f6e\u8ffd\u95ee\u540e\u7684\u54c1\u724c\u63a8\u8350\u8868\u73b0\uff1f<\/h2>\n<p><strong>\u4f18\u5316\u76ee\u6807\u4e0d\u662f\u64cd\u63a7AI\uff0c\u800c\u662f\u8ba9AI\u5728\u7528\u6237\u8ffd\u95ee\u65f6\u6709\u771f\u5b9e\u3001\u6e05\u6670\u3001\u53ef\u9a8c\u8bc1\u7684\u6750\u6599\u53ef\u7528\u3002<\/strong><\/p>\n<p>\u4f18\u5148\u505a\u8fd9\u516d\u4ef6\u4e8b\uff1a<\/p>\n<ol>\n<li><strong>\u7edf\u4e00\u54c1\u724c\u5b9e\u4f53\u3002<\/strong> \u5b98\u7f51\u3001\u4ea7\u54c1\u9875\u3001\u516c\u53f8\u4e3b\u4f53\u3001\u793e\u5a92\u3001\u5a92\u4f53\u7a3f\u4e2d\u7684\u54c1\u724c\u540d\u3001\u4ea7\u54c1\u540d\u3001\u54c1\u7c7b\u63cf\u8ff0\u8981\u4e00\u81f4\uff0c\u907f\u514dAI\u628a\u4f60\u5f52\u5230\u76f8\u90bb\u8d5b\u9053\u3002<\/li>\n<li><strong>\u8865\u573a\u666f\u9875\u3002<\/strong> \u4e0d\u8981\u53ea\u5199\u201c\u6211\u4eec\u662f\u4ec0\u4e48\u201d\uff0c\u8981\u5199\u201c\u9002\u5408\u8c01\u3001\u5728\u4ec0\u4e48\u573a\u666f\u4e0b\u9002\u5408\u3001\u4ec0\u4e48\u65f6\u5019\u4e0d\u9002\u5408\u201d\u3002<\/li>\n<li><strong>\u8865\u8bc1\u636e\u9875\u3002<\/strong> \u628a\u6848\u4f8b\u3001\u6837\u672c\u53e3\u5f84\u3001\u6570\u636e\u5b57\u6bb5\u3001\u590d\u6d4b\u65b9\u6cd5\u3001\u4ea4\u4ed8\u6d41\u7a0b\u5199\u6e05\u695a\uff0c\u51cf\u5c11AI\u53ea\u80fd\u5f15\u7528\u7ade\u54c1\u6750\u6599\u7684\u60c5\u51b5\u3002<\/li>\n<li><strong>\u8865\u5f02\u8bae\u9875\u3002<\/strong> \u4e3b\u52a8\u56de\u7b54\u201c\u6709\u4ec0\u4e48\u7f3a\u70b9\u201d\u201c\u6570\u636e\u600e\u4e48\u590d\u6d4b\u201d\u201c\u80fd\u4e0d\u80fd\u4fdd\u8bc1\u63a8\u8350\u201d\u201c\u548c\u4f20\u7edfSEO\u5de5\u5177\u6709\u4ec0\u4e48\u4e0d\u540c\u201d\u3002<\/li>\n<li><strong>\u8865\u5bf9\u6bd4\u9875\u3002<\/strong> \u7528\u4e8b\u5b9e\u7ef4\u5ea6\u6bd4\u8f83\uff0c\u4e0d\u5199\u653b\u51fb\u6027\u7ed3\u8bba\u3002\u53ef\u6bd4\u7ef4\u5ea6\u5305\u62ec\u5e73\u53f0\u8986\u76d6\u3001\u76d1\u63a7\u9891\u7387\u3001\u5bfc\u51fa\u5b57\u6bb5\u3001\u8bc1\u636e\u7559\u5b58\u3001\u5408\u89c4\u652f\u6301\u3002<\/li>\n<li><strong>\u8865\u5408\u89c4\u8fb9\u754c\u3002<\/strong> \u907f\u514d\u201c\u7b2c\u4e00\u3001\u6700\u5f3a\u3001\u4fdd\u8bc1\u589e\u957f\u3001\u5305\u4e0a\u63a8\u8350\u201d\u7b49\u7edd\u5bf9\u5316\u8868\u8fbe\u3002AI\u53ef\u80fd\u628a\u8fd9\u4e9b\u8bcd\u653e\u5927\u6210\u66f4\u9ad8\u98ce\u9669\u7684\u63a8\u8350\u8bed\uff0c\u5177\u4f53\u8fb9\u754c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/geo-compliance-redlines\">AI\u63a8\u8350\u4f18\u5316\u7684\u5408\u89c4\u7ea2\u7ebf<\/a>\u3002<\/li>\n<\/ol>\n<p><a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\">Google\u5173\u4e8e\u6709\u5e2e\u52a9\u5185\u5bb9\u7684\u6587\u6863<\/a>\u5f3a\u8c03\uff0c\u5185\u5bb9\u5e94\u63d0\u4f9b\u539f\u521b\u4fe1\u606f\u3001\u5b8c\u6574\u8bf4\u660e\u3001\u6e05\u6670\u6765\u6e90\u548c\u5b9e\u8d28\u589e\u503c\u3002\u653e\u5230AI\u641c\u7d22\u4f18\u5316\u91cc\uff0c\u5c31\u662f\u8ba9\u9875\u9762\u65e2\u80fd\u88ab\u4eba\u5224\u65ad\u53ef\u4fe1\uff0c\u4e5f\u80fd\u88abAI\u62bd\u53d6\u4e3a\u5b9a\u4e49\u3001\u6b65\u9aa4\u3001\u6bd4\u8f83\u548c\u8bc1\u636e\u3002<\/p>\n<h2>\u4ec0\u4e48\u65f6\u5019\u9700\u8981\u52a0\u5165\u7ade\u54c1\u548c\u8206\u60c5\u538b\u529b\u6d4b\u8bd5\uff1f<\/h2>\n<p><strong>\u5f53AI\u5df2\u7ecf\u80fd\u5728\u9996\u8f6e\u63d0\u5230\u4f60\uff0c\u5c31\u5e94\u8be5\u52a0\u5165\u7ade\u54c1\u548c\u8206\u60c5\u538b\u529b\u6d4b\u8bd5\u3002<\/strong><\/p>\n<p>\u56e0\u4e3a\u771f\u5b9e\u7528\u6237\u8fdb\u5165\u51b3\u7b56\u540e\uff0c\u5f88\u5c11\u53ea\u95ee\u201c\u63a8\u8350\u8c01\u201d\uff0c\u66f4\u5e38\u95ee\uff1a<\/p>\n<ul>\n<li>\u201c\u5982\u679c\u548cA\u3001B\u3001C\u4e09\u4e2a\u7ade\u54c1\u6bd4\uff0c\u8c01\u66f4\u9002\u5408\u6d88\u8d39\u54c1\u724c\uff1f\u201d<\/li>\n<li>\u201c\u6709\u6ca1\u6709\u7528\u6237\u5410\u69fd\u3001\u8d1f\u9762\u65b0\u95fb\u6216\u6570\u636e\u4e0d\u51c6\u7684\u95ee\u9898\uff1f\u201d<\/li>\n<li>\u201c\u5982\u679c\u6211\u662f\u516c\u5173\u8d1f\u8d23\u4eba\uff0c\u54ea\u4e2a\u5de5\u5177\u66f4\u9002\u5408\u505aAI\u8206\u60c5\u76d1\u63a7\uff1f\u201d<\/li>\n<li>\u201c\u54ea\u4e2a\u5e73\u53f0\u5bf9DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u8986\u76d6\u66f4\u5b8c\u6574\uff1f\u201d<\/li>\n<li>\u201c\u5982\u679c\u6211\u62c5\u5fc3\u670d\u52a1\u5546\u5938\u5927\u627f\u8bfa\uff0c\u5e94\u8be5\u6392\u9664\u54ea\u4e9b\uff1f\u201d<\/li>\n<\/ul>\n<p>\u5982\u679cAI\u5f15\u7528\u4e86\u7ade\u54c1\u9519\u8bef\u4fe1\u606f\u3001\u6697\u793a\u6027\u8d1f\u9762\u6216\u65e0\u6cd5\u6838\u9a8c\u7684\u5bf9\u6bd4\u7ed3\u8bba\uff0c\u8981\u4fdd\u7559Prompt\u3001\u65f6\u95f4\u3001\u5e73\u53f0\u3001\u5b8c\u6574\u56de\u7b54\u548c\u5f15\u7528\u6765\u6e90\uff0c\u518d\u6309<a href=\"https:\/\/maxaeo.cn\/blog\/competitor-ai-smear\">\u7ade\u54c1\u5728AI\u91cc\u62b9\u9ed1\u6216\u585e\u9519\u8bef\u4fe1\u606f\u7684\u5e94\u5bf9\u6d41\u7a0b<\/a>\u5904\u7406\u3002<\/p>\n<h2>\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\u8bca\u65ad\u6e05\u5355<\/h2>\n<p><strong>\u8fd9\u5f20\u6e05\u5355\u7528\u4e8e\u5feb\u901f\u5224\u65ad\u95ee\u9898\u5728\u54ea\uff1a\u5148\u770b\u662f\u5426\u88ab\u8bc6\u522b\uff0c\u518d\u770b\u662f\u5426\u88ab\u6bd4\u8f83\uff0c\u6700\u540e\u770b\u88ab\u8d28\u7591\u540e\u662f\u5426\u8fd8\u80fd\u7ad9\u4f4f\u3002<\/strong><\/p>\n<ul>\n<li>\u54c1\u724c\u540d\u79f0\u3001\u4ea7\u54c1\u540d\u79f0\u3001\u516c\u53f8\u4e3b\u4f53\u662f\u5426\u4e00\u81f4\uff1f<\/li>\n<li>AI\u662f\u5426\u80fd\u6b63\u786e\u8bf4\u51fa\u4f60\u7684\u54c1\u7c7b\uff0c\u800c\u4e0d\u662f\u5f52\u5230\u76f8\u90bb\u8d5b\u9053\uff1f<\/li>\n<li>\u9996\u8f6e\u63a8\u8350\u662f\u5426\u51fa\u73b0\uff0c\u6392\u540d\u662f\u5426\u7a33\u5b9a\uff1f<\/li>\n<li>\u7b2c\u4e8c\u8f6e\u52a0\u5165\u9884\u7b97\u3001\u884c\u4e1a\u3001\u5730\u533a\u3001\u5e73\u53f0\u8986\u76d6\u540e\u662f\u5426\u4fdd\u7559\uff1f<\/li>\n<li>\u7b2c\u4e09\u8f6e\u52a0\u5165\u8d1f\u9762\u3001\u7ade\u54c1\u3001\u5408\u89c4\u3001\u6570\u636e\u590d\u6d4b\u540e\u662f\u5426\u6389\u961f\uff1f<\/li>\n<li>AI\u63a8\u8350\u7406\u7531\u662f\u5426\u6765\u81ea\u53ef\u516c\u5f00\u6838\u9a8c\u7684\u9875\u9762\uff1f<\/li>\n<li>\u662f\u5426\u51fa\u73b0\u4e0d\u5b58\u5728\u7684\u529f\u80fd\u3001\u5ba2\u6237\u3001\u4ef7\u683c\u3001\u6392\u540d\u6216\u8ba4\u8bc1\uff1f<\/li>\n<li>AI\u63d0\u53ca\u7387\u63d0\u9ad8\u65f6\uff0c\u60c5\u611f\u662f\u5426\u540c\u6b65\u6539\u5584\uff1f<\/li>\n<li>AI\u641c\u7d22\u6392\u540d\u53d8\u5316\u662f\u5426\u548c\u5185\u5bb9\u6539\u7248\u3001\u6a21\u578b\u66f4\u65b0\u3001\u7ade\u54c1\u53d1\u5e03\u6709\u5173\uff1f<\/li>\n<li>\u662f\u5426\u6709\u6708\u5ea6\u590d\u6d4b\u8bb0\u5f55\uff0c\u800c\u4e0d\u662f\u4e34\u65f6\u622a\u56fe\uff1f<\/li>\n<li>\u662f\u5426\u628a\u201c\u88ab\u5f15\u7528\u201d\u548c\u201c\u771f\u6b63\u5f71\u54cd\u7b54\u6848\u201d\u5206\u5f00\u7edf\u8ba1\uff1f<\/li>\n<li>\u662f\u5426\u6709\u4e13\u95e8\u9875\u9762\u89e3\u91ca\u54c1\u724c\u4e0d\u9002\u5408\u54ea\u4e9b\u5ba2\u6237\uff1f<\/li>\n<\/ul>\n<p>\u5982\u679c\u53d1\u73b0AI\u6301\u7eed\u7f16\u9020\u529f\u80fd\u3001\u4ef7\u683c\u3001\u5ba2\u6237\u6848\u4f8b\u6216\u8d1f\u9762\u7ed3\u8bba\uff0c\u5e94\u5148\u4fee\u590d\u4e8b\u5b9e\u5c42\u95ee\u9898\uff0c\u518d\u8c08\u63d0\u5347\u63a8\u8350\u3002\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-hallucination-brand\">AI\u5e7b\u89c9\u578b\u54c1\u724c\u9519\u8bef\u7684\u6392\u67e5\u65b9\u6cd5<\/a>\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<h3>\u53ea\u6d4b\u4e00\u4e2aAI\u5e73\u53f0\u591f\u5417\uff1f<\/h3>\n<p>\u4e0d\u591f\u3002DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u3001ChatGPT\u3001Gemini\u7b49\u5e73\u53f0\u7684\u6570\u636e\u6765\u6e90\u3001\u56de\u7b54\u98ce\u683c\u548c\u5f15\u7528\u673a\u5236\u4e0d\u540c\u3002\u81f3\u5c11\u5e94\u8986\u76d6\u76ee\u6807\u7528\u6237\u771f\u5b9e\u4f7f\u7528\u76843\u52305\u4e2a\u5e73\u53f0\uff0c\u5e76\u4fdd\u7559\u540c\u4e00Prompt\u5728\u4e0d\u540c\u5e73\u53f0\u7684\u5bf9\u6bd4\u3002<\/p>\n<h3>\u9996\u8f6e\u6ca1\u6709\u88ab\u63a8\u8350\uff0c\u8fd8\u9700\u8981\u6d4b\u7b2c\u4e8c\u3001\u4e09\u8f6e\u5417\uff1f<\/h3>\n<p>\u9700\u8981\u3002\u9996\u8f6e\u7f3a\u5e2d\u8bf4\u660eAI\u53ef\u89c1\u5ea6\u4e0d\u8db3\uff0c\u540e\u7eed\u8ffd\u95ee\u80fd\u5e2e\u52a9\u5224\u65ad\u7f3a\u53e3\u7c7b\u578b\uff1a\u662f\u54c1\u724c\u5b9e\u4f53\u6ca1\u88ab\u8bc6\u522b\u3001\u54c1\u7c7b\u5173\u8054\u5f31\u3001\u7f3a\u5c11\u7b2c\u4e09\u65b9\u6765\u6e90\uff0c\u8fd8\u662f\u7ade\u54c1\u5360\u636e\u4e86\u66f4\u5f3a\u89e3\u91ca\u6743\u3002<\/p>\n<h3>\u6d4b\u8bd5\u65f6\u8981\u4e0d\u8981\u5728Prompt\u91cc\u76f4\u63a5\u5199\u54c1\u724c\u540d\uff1f<\/h3>\n<p>\u8981\u5206\u4e24\u7ec4\u6d4b\u3002\u7b2c\u4e00\u7ec4\u4e0d\u5199\u54c1\u724c\u540d\uff0c\u6d4b\u8bd5\u4e3b\u52a8\u63a8\u8350\u80fd\u529b\uff1b\u7b2c\u4e8c\u7ec4\u5199\u54c1\u724c\u540d\uff0c\u6d4b\u8bd5AI\u80fd\u5426\u6b63\u786e\u89e3\u91ca\u3001\u6bd4\u8f83\u548c\u9632\u5b88\u3002\u53ea\u6d4b\u5e26\u54c1\u724c\u540dPrompt\uff0c\u4f1a\u9ad8\u4f30\u771f\u5b9e\u63a8\u8350\u8868\u73b0\u3002<\/p>\n<h3>AI\u6ca1\u6709\u7ed9\u5f15\u7528\u6765\u6e90\uff0c\u600e\u4e48\u5224\u65ad\u7b54\u6848\u53ef\u4fe1\uff1f<\/h3>\n<p>\u628a\u56de\u7b54\u62c6\u6210\u4e8b\u5b9e\u70b9\uff0c\u518d\u53cd\u67e5\u8fd9\u4e9b\u4e8b\u5b9e\u662f\u5426\u80fd\u5728\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u8bc4\u6d4b\u3001\u767d\u76ae\u4e66\u6216\u516c\u5f00\u8d44\u6599\u4e2d\u627e\u5230\u3002\u627e\u4e0d\u5230\u5c31\u6807\u4e3a\u201c\u4e0d\u53ef\u6838\u9a8c\u201d\u3002AI\u6ca1\u6709\u5f15\u7528\u6765\u6e90\u65f6\uff0c\u4e0d\u5e94\u628a\u63a8\u8350\u7ed3\u8bba\u76f4\u63a5\u7528\u4e8e\u5e02\u573a\u51b3\u7b56\u3002<\/p>\n<h3>\u591a\u4e45\u590d\u6d4b\u4e00\u6b21\u6bd4\u8f83\u5408\u7406\uff1f<\/h3>\n<p>\u5e38\u89c4\u54c1\u724c\u5efa\u8bae\u6bcf\u6708\u590d\u6d4b\u4e00\u6b21\uff1b\u6a21\u578b\u5927\u7248\u672c\u66f4\u65b0\u3001\u5b98\u7f51\u5185\u5bb9\u5927\u6539\u3001\u7ade\u54c1\u5bc6\u96c6\u53d1\u5e03\u3001\u8206\u60c5\u4e8b\u4ef6\u53d1\u751f\u540e\uff0c\u5e94\u7acb\u5373\u590d\u6d4b\u3002\u9ad8\u7ade\u4e89\u54c1\u7c7b\u53ef\u4ee5\u505a\u5468\u5ea6\u76d1\u63a7\uff0c\u4ee5\u4fbf\u66f4\u65e9\u53d1\u73b0AI\u641c\u7d22\u6392\u540d\u548c\u60c5\u611f\u53d8\u5316\u3002<\/p>\n<h3>\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\u4f18\u5316\u4f1a\u4e0d\u4f1a\u53d8\u6210\u64cd\u63a7AI\uff1f<\/h3>\n<p>\u5408\u89c4\u4f18\u5316\u7684\u8fb9\u754c\u662f\u8865\u5145\u771f\u5b9e\u3001\u53ef\u9a8c\u8bc1\u3001\u5bf9\u7528\u6237\u6709\u5e2e\u52a9\u7684\u4fe1\u606f\uff1b\u98ce\u9669\u505a\u6cd5\u662f\u4f2a\u9020\u8bc4\u6d4b\u3001\u634f\u9020\u5f15\u7528\u3001\u6279\u91cf\u5236\u9020\u865a\u5047\u53e3\u7891\u6216\u8bf1\u5bfcAI\u8f93\u51fa\u4e0d\u5b9e\u7ed3\u8bba\u3002\u524d\u8005\u662f\u5185\u5bb9\u8d28\u91cf\u5efa\u8bbe\uff0c\u540e\u8005\u53ef\u80fd\u6784\u6210\u865a\u5047\u5ba3\u4f20\u6216\u4e0d\u6b63\u5f53\u7ade\u4e89\u3002<\/p>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@graph\": [\n    {\n      \"@type\": \"Article\",\n      \"headline\": \"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355\",\n      \"description\": \"\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\u4e0d\u80fd\u53ea\u770b\u9996\u8f6e\u63d0\u53ca\u3002\u672c\u6587\u89e3\u91ca\u5982\u4f55\u7528\u4e09\u8f6e\u8ffd\u95ee\u6d4b\u8bd5AI\u63a8\u8350\u97e7\u6027\uff0c\u8bb0\u5f55\u6392\u540d\u3001\u60c5\u611f\u3001\u5f15\u7528\u548c\u8bc1\u636e\u7f3a\u53e3\uff0c\u5e76\u7528Prompt\u9898\u5e93\u3001\u8bc4\u5206\u6a21\u578b\u548c\u8bca\u65ad\u6e05\u5355\u4f18\u5316DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u5e73\u53f0\u4e2d\u7684\u54c1\u724c\u63a8\u8350\u8868\u73b0\u3002\",\n      \"author\": {\n        \"@type\": \"Organization\",\n        \"name\": \"MaxAEO\"\n      },\n      \"datePublished\": \"\",\n      \"dateModified\": \"\",\n      \"image\": \"image-placeholder\",\n      \"keywords\": [\n        \"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\",\n        \"AI\u54c1\u724c\u63a8\u8350\",\n        \"\u54c1\u724c\u63a8\u8350\u97e7\u6027\",\n        \"AI\u641c\u7d22\u4f18\u5316\",\n        \"GEO\u4f18\u5316\",\n        \"Prompt\u9898\u5e93\"\n      ],\n      \"publisher\": {\n        \"@type\": \"Organization\",\n        \"name\": \"MaxAEO\"\n      }\n    },\n    {\n      \"@type\": \"FAQPage\",\n      \"mainEntity\": [\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u53ea\u6d4b\u4e00\u4e2aAI\u5e73\u53f0\u591f\u5417\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u4e0d\u591f\u3002\u4e0d\u540cAI\u5e73\u53f0\u7684\u6570\u636e\u6765\u6e90\u3001\u56de\u7b54\u98ce\u683c\u548c\u5f15\u7528\u673a\u5236\u4e0d\u540c\uff0c\u81f3\u5c11\u5e94\u8986\u76d6\u76ee\u6807\u7528\u6237\u771f\u5b9e\u4f7f\u7528\u76843\u52305\u4e2a\u5e73\u53f0\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u9996\u8f6e\u6ca1\u6709\u88ab\u63a8\u8350\uff0c\u8fd8\u9700\u8981\u6d4b\u7b2c\u4e8c\u3001\u4e09\u8f6e\u5417\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u9700\u8981\u3002\u540e\u7eed\u8ffd\u95ee\u80fd\u5e2e\u52a9\u5224\u65ad\u7f3a\u53e3\u7c7b\u578b\uff0c\u4f8b\u5982\u54c1\u724c\u5b9e\u4f53\u6ca1\u88ab\u8bc6\u522b\u3001\u54c1\u7c7b\u5173\u8054\u5f31\u3001\u7f3a\u5c11\u7b2c\u4e09\u65b9\u6765\u6e90\u6216\u7ade\u54c1\u89e3\u91ca\u66f4\u5f3a\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u6d4b\u8bd5\u65f6\u8981\u4e0d\u8981\u5728Prompt\u91cc\u76f4\u63a5\u5199\u54c1\u724c\u540d\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u8981\u5206\u4e24\u7ec4\u6d4b\u3002\u4e0d\u5199\u54c1\u724c\u540d\u7528\u4e8e\u6d4b\u8bd5\u4e3b\u52a8\u63a8\u8350\u80fd\u529b\uff0c\u5199\u54c1\u724c\u540d\u7528\u4e8e\u6d4b\u8bd5AI\u80fd\u5426\u6b63\u786e\u89e3\u91ca\u3001\u6bd4\u8f83\u548c\u9632\u5b88\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"AI\u6ca1\u6709\u7ed9\u5f15\u7528\u6765\u6e90\uff0c\u600e\u4e48\u5224\u65ad\u7b54\u6848\u53ef\u4fe1\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u628a\u56de\u7b54\u62c6\u6210\u4e8b\u5b9e\u70b9\uff0c\u518d\u53cd\u67e5\u8fd9\u4e9b\u4e8b\u5b9e\u662f\u5426\u80fd\u5728\u5b98\u7f51\u3001\u5a92\u4f53\u3001\u8bc4\u6d4b\u3001\u767d\u76ae\u4e66\u6216\u516c\u5f00\u8d44\u6599\u4e2d\u627e\u5230\uff0c\u627e\u4e0d\u5230\u5c31\u6807\u4e3a\u4e0d\u53ef\u6838\u9a8c\u3002\"\n          }\n        },\n        {\n          \"@type\": \"Question\",\n          \"name\": \"\u591a\u4e45\u590d\u6d4b\u4e00\u6b21\u6bd4\u8f83\u5408\u7406\uff1f\",\n          \"acceptedAnswer\": {\n            \"@type\": \"Answer\",\n            \"text\": \"\u5e38\u89c4\u54c1\u724c\u5efa\u8bae\u6bcf\u6708\u590d\u6d4b\u4e00\u6b21\uff1b\u6a21\u578b\u66f4\u65b0\u3001\u5b98\u7f51\u5927\u6539\u3001\u7ade\u54c1\u5bc6\u96c6\u53d1\u5e03\u6216\u8206\u60c5\u4e8b\u4ef6\u53d1\u751f\u540e\uff0c\u5e94\u7acb\u5373\u590d\u6d4b\u3002\"\n          }\n        }\n      ]\n    }\n  ]\n}\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\u4e0d\u80fd\u53ea\u770b\u9996\u8f6e\u63d0\u53ca\u3002\u672c\u6587\u89e3\u91ca\u5982\u4f55\u7528\u4e09\u8f6e\u8ffd\u95ee\u6d4b\u8bd5AI\u63a8\u8350\u97e7\u6027\uff0c\u8bb0\u5f55\u6392\u540d\u3001\u60c5\u611f\u3001\u5f15\u7528\u548c\u8bc1\u636e\u7f3a\u53e3\uff0c\u5e76\u7528Prompt\u9898\u5e93\u3001\u8bc4\u5206\u6a21\u578b\u548c\u8bca\u65ad\u6e05\u5355\u4f18\u5316DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u5e73\u53f0\u4e2d\u7684\u54c1\u724c\u63a8\u8350\u8868\u73b0\u3002<\/p>\n","protected":false},"author":1,"featured_media":647,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[157],"tags":[],"class_list":["post-648","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-search-optimization"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO\" \/>\n<meta property=\"og:description\" content=\"\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\u4e0d\u80fd\u53ea\u770b\u9996\u8f6e\u63d0\u53ca\u3002\u672c\u6587\u89e3\u91ca\u5982\u4f55\u7528\u4e09\u8f6e\u8ffd\u95ee\u6d4b\u8bd5AI\u63a8\u8350\u97e7\u6027\uff0c\u8bb0\u5f55\u6392\u540d\u3001\u60c5\u611f\u3001\u5f15\u7528\u548c\u8bc1\u636e\u7f3a\u53e3\uff0c\u5e76\u7528Prompt\u9898\u5e93\u3001\u8bc4\u5206\u6a21\u578b\u548c\u8bca\u65ad\u6e05\u5355\u4f18\u5316DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u5e73\u53f0\u4e2d\u7684\u54c1\u724c\u63a8\u8350\u8868\u73b0\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/\" \/>\n<meta property=\"og:site_name\" content=\"MaxAEO\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-06T06:28:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg\" \/>\n<meta name=\"author\" content=\"MaxAEO Research Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"MaxAEO Research Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/\"},\"author\":{\"name\":\"MaxAEO Research Team\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"headline\":\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355\",\"datePublished\":\"2026-07-06T06:28:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/\"},\"wordCount\":104,\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-7-81288-1.jpg\",\"articleSection\":[\"AI\u641c\u7d22\u4f18\u5316\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/\",\"name\":\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-7-81288-1.jpg\",\"datePublished\":\"2026-07-06T06:28:34+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-7-81288-1.jpg\",\"contentUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1783074581281-7-81288-1.jpg\",\"width\":1200,\"height\":800,\"caption\":\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\u6d4b\u8bd5\u8bb0\u5f55\u8868\uff1a\u4e09\u8f6e\u8ffd\u95ee\u540e\u7684\u63d0\u53ca\u3001\u6392\u540d\u3001\u60c5\u611f\u548c\u5f15\u7528\u6765\u6e90\u53d8\u5316\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/multi-turn-brand-recommendation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/\",\"name\":\"MaxAEO\",\"description\":\"AI\u641c\u7d22\u4f18\u5316\u4e0e\u54c1\u724cAI\u53ef\u89c1\u6027\u5e73\u53f0\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\",\"name\":\"MaxAEO Research Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g\",\"caption\":\"MaxAEO Research Team\"},\"description\":\"MaxAEO \u5b98\u65b9\u7814\u7a76\u4e0e\u5185\u5bb9\u56e2\u961f\uff0c\u5173\u6ce8 AI \u641c\u7d22\u4f18\u5316\u3001GEO\u3001\u54c1\u724c AI \u53ef\u89c1\u6027\u4e0e AI \u5f15\u7528\u6765\u6e90\u3002\",\"sameAs\":[\"https:\\\/\\\/maxaeo.cn\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/","og_locale":"zh_CN","og_type":"article","og_title":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO","og_description":"\u591a\u8f6e\u5bf9\u8bdd\u54c1\u724c\u63a8\u8350\u4e0d\u80fd\u53ea\u770b\u9996\u8f6e\u63d0\u53ca\u3002\u672c\u6587\u89e3\u91ca\u5982\u4f55\u7528\u4e09\u8f6e\u8ffd\u95ee\u6d4b\u8bd5AI\u63a8\u8350\u97e7\u6027\uff0c\u8bb0\u5f55\u6392\u540d\u3001\u60c5\u611f\u3001\u5f15\u7528\u548c\u8bc1\u636e\u7f3a\u53e3\uff0c\u5e76\u7528Prompt\u9898\u5e93\u3001\u8bc4\u5206\u6a21\u578b\u548c\u8bca\u65ad\u6e05\u5355\u4f18\u5316DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u7b49\u5e73\u53f0\u4e2d\u7684\u54c1\u724c\u63a8\u8350\u8868\u73b0\u3002","og_url":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/","og_site_name":"MaxAEO","article_published_time":"2026-07-06T06:28:34+00:00","og_image":[{"url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg","type":"","width":"","height":""}],"author":"MaxAEO Research Team","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"MaxAEO Research Team","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#article","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/"},"author":{"name":"MaxAEO Research Team","@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"headline":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355","datePublished":"2026-07-06T06:28:34+00:00","mainEntityOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/"},"wordCount":104,"image":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg","articleSection":["AI\u641c\u7d22\u4f18\u5316"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/","url":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/","name":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355 - MaxAEO","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#primaryimage"},"image":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg","datePublished":"2026-07-06T06:28:34+00:00","author":{"@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"breadcrumb":{"@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#primaryimage","url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg","contentUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1783074581281-7-81288-1.jpg","width":1200,"height":800,"caption":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\u6d4b\u8bd5\u8bb0\u5f55\u8868\uff1a\u4e09\u8f6e\u8ffd\u95ee\u540e\u7684\u63d0\u53ca\u3001\u6392\u540d\u3001\u60c5\u611f\u548c\u5f15\u7528\u6765\u6e90\u53d8\u5316"},{"@type":"BreadcrumbList","@id":"https:\/\/maxaeo.cn\/blog\/multi-turn-brand-recommendation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/maxaeo.cn\/blog\/"},{"@type":"ListItem","position":2,"name":"\u591a\u8f6e\u5bf9\u8bdd \u54c1\u724c\u63a8\u8350\uff1a\u6d4b\u8bd5\u65b9\u6cd5\u3001\u8bc4\u5206\u6a21\u578b\u4e0e\u4f18\u5316\u6e05\u5355"}]},{"@type":"WebSite","@id":"https:\/\/maxaeo.cn\/blog\/#website","url":"https:\/\/maxaeo.cn\/blog\/","name":"MaxAEO","description":"AI\u641c\u7d22\u4f18\u5316\u4e0e\u54c1\u724cAI\u53ef\u89c1\u6027\u5e73\u53f0","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/maxaeo.cn\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588","name":"MaxAEO Research Team","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a133694f8ee6db56a1e3337981bd0066489101fe61ea1658f3a547a638b3b57d?s=96&d=mm&r=g","caption":"MaxAEO Research Team"},"description":"MaxAEO \u5b98\u65b9\u7814\u7a76\u4e0e\u5185\u5bb9\u56e2\u961f\uff0c\u5173\u6ce8 AI \u641c\u7d22\u4f18\u5316\u3001GEO\u3001\u54c1\u724c AI \u53ef\u89c1\u6027\u4e0e AI \u5f15\u7528\u6765\u6e90\u3002","sameAs":["https:\/\/maxaeo.cn\/"]}]}},"_links":{"self":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/648","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/comments?post=648"}],"version-history":[{"count":0,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/648\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media\/647"}],"wp:attachment":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media?parent=648"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/categories?post=648"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/tags?post=648"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}