{"id":1042,"date":"2026-07-20T14:56:21","date_gmt":"2026-07-20T06:56:21","guid":{"rendered":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/"},"modified":"2026-08-06T20:38:05","modified_gmt":"2026-08-06T12:38:05","slug":"ai-search-manipulation","status":"publish","type":"post","link":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/","title":{"rendered":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1"},"content":{"rendered":"<p><strong>AI\u641c\u7d22\u80fd\u88ab\u64cd\u7eb5\uff0c\u800c\u4e14\u6210\u672c\u6bd4\u5f88\u591a\u4eba\u4ee5\u4e3a\u7684\u4f4e\u3002<\/strong> \u6838\u5fc3\u4e0d\u662f\u9ed1\u8fdb\u6a21\u578b\uff0c\u800c\u662f\u6c61\u67d3\u5b83\u68c0\u7d22\u7684\u8d44\u6599\uff1a\u53ea\u8981\u5728 DeepSeek\u3001\u8c46\u5305\u3001Kimi\u3001\u901a\u4e49\u5343\u95ee\u8fd9\u4e9b\u5e73\u53f0\u5e38\u8c03\u7528\u7684\u4fe1\u6e90\u91cc\u505a\u624b\u811a\uff0c\u7b54\u6848\u5c31\u4f1a\u8ddf\u7740\u53d8\u3002\u666e\u6797\u65af\u987f\u7b49\u673a\u6784\u7684 GEO \u7814\u7a76\u663e\u793a\uff0c\u6dfb\u52a0\u5f15\u7528\u6765\u6e90\u3001\u6743\u5a01\u5f15\u8ff0\u4e0e\u7edf\u8ba1\u6570\u5b57\u7b49\u624b\u6cd5\uff0c\u80fd\u628a\u6765\u6e90\u5728\u751f\u6210\u5f0f\u56de\u7b54\u4e2d\u7684\u53ef\u89c1\u5ea6<strong>\u6700\u9ad8\u63d0\u5347\u7ea6 40%<\/strong>\uff08<a href=\"https:\/\/arxiv.org\/abs\/2311.09735\">GEO: Generative Engine Optimization\uff0carXiv 2311.09735<\/a>\uff09\uff1bUSENIX Security 2025 \u7684 PoisonedRAG \u7814\u7a76\u66f4\u6781\u7aef\u2014\u2014\u5728\u5305\u542b\u6570\u767e\u4e07\u6587\u6863\u7684\u77e5\u8bc6\u5e93\u91cc\uff0c<strong>\u53ea\u9700 5 \u7bc7\u7cbe\u5fc3\u6784\u9020\u7684\u6295\u6bd2\u6587\u6863<\/strong>\uff0c\u5c31\u80fd\u4ee5\u8d85\u8fc7 <strong>90%<\/strong> \u7684\u6210\u529f\u7387\u6539\u5199\u9488\u5bf9\u7279\u5b9a\u95ee\u9898\u7684\u7b54\u6848\uff08<a href=\"https:\/\/arxiv.org\/abs\/2402.07867\">PoisonedRAG\uff0carXiv 2402.07867<\/a>\uff09\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u4e0d\u91cd\u590d&quot;\u4ec0\u4e48\u662f\u63d0\u793a\u8bcd\u6ce8\u5165&quot;\u7684\u5f00\u53d1\u8005\u79d1\u666e\uff0c\u800c\u662f\u7ad9\u5728\u54c1\u724c\u65b9\u89c6\u89d2\uff0c\u62c6\u89e3\u4e09\u7c7b\u9ed1\u5e3d\u624b\u6cd5\u4e3a\u4ec0\u4e48\u6709\u7684\u6709\u6548\u3001\u6709\u7684\u4f1a\u53cd\u566c\uff0c\u5e76\u7ed9\u51fa\u4e00\u5957\u53ef\u843d\u5730\u7684<strong>\u68c0\u6d4b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u6e05\u5355<\/strong>\u3002<\/p>\n<h2>AI\u641c\u7d22\u64cd\u7eb5\u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\u6bd4\u4f20\u7edf SEO \u4f5c\u5f0a\u66f4\u5371\u9669<\/h2>\n<p>\u5b83\u6bd4\u4f20\u7edf SEO \u4f5c\u5f0a\u66f4\u5371\u9669\uff0c\u56e0\u4e3a<strong>\u7ed3\u679c\u4e0d\u53ef\u89c1<\/strong>\u3002\u4f20\u7edf\u641c\u7d22\u7ed9\u4f60\u5341\u6761\u84dd\u8272\u94fe\u63a5\uff0c\u7528\u6237\u80fd\u81ea\u5df1\u6bd4\u4ef7\u3001\u8fa8\u522b\uff1bAI \u641c\u7d22\u53ea\u7ed9\u4e00\u4e2a\u5408\u6210\u7ed3\u8bba\uff0c\u64cd\u7eb5\u85cf\u5728\u81ea\u7136\u8bed\u8a00\u7684\u903b\u8f91\u91cc\uff0c\u666e\u901a\u7528\u6237\u51e0\u4e4e\u65e0\u4ece\u5bdf\u89c9\u3002\u5bf9\u54c1\u724c\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u7ade\u54c1\u53ef\u80fd\u5728\u4f60\u6beb\u4e0d\u77e5\u60c5\u65f6\uff0c\u7528\u4e00\u6bb5\u88ab\u6c61\u67d3\u7684\u7b54\u6848\u628a\u4f60\u4ece\u63a8\u8350\u91cc\u6324\u51fa\u53bb\u3002<\/p>\n<h2>\u4e09\u7c7b\u9ed1\u5e3d GEO \u624b\u6cd5\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u600e\u4e48\u8fd0\u4f5c<\/h2>\n<p><strong>\u9ed1\u5e3d GEO \u4e3b\u8981\u6709\u4e09\u6761\u8def\u5f84\uff1a\u6c61\u67d3\u4fe1\u6e90\u3001\u52ab\u6301\u6307\u4ee4\u3001\u653e\u5927\u58f0\u91cf\u3002<\/strong> \u4e09\u8005\u653b\u51fb\u7684\u73af\u8282\u4e0d\u540c\uff0c\u9690\u853d\u6027\u548c\u6740\u4f24\u529b\u4e5f\u4e0d\u540c\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784301437346-12-37358-1.png\" alt=\"AI\u641c\u7d22\u64cd\u7eb5\u7684\u4e09\u7c7b\u624b\u6cd5\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u8fd0\u4f5c\u8def\u5f84\u793a\u610f\u56fe\"><\/p>\n<h3>\u5185\u5bb9\u6295\u6bd2\uff08\u4fe1\u6e90\u6c61\u67d3\uff09<\/h3>\n<p><strong>\u5185\u5bb9\u6295\u6bd2\u662f\u6279\u91cf\u5236\u9020\u8f6f\u6587\u3001\u5047\u6d4b\u8bc4\u3001\u865a\u6784\u4e13\u5bb6\u8eab\u4efd\uff0c\u628a\u5b9a\u5236\u5185\u5bb9\u5582\u8fdb\u5927\u6a21\u578b\u5e38\u5f15\u7528\u7684\u4fe1\u6e90\u3002<\/strong> \u5b83\u6700\u4e3b\u6d41\uff0c\u4e5f\u6700&quot;\u50cf\u6b63\u5e38\u8425\u9500&quot;\u2014\u2014\u4ea7\u51fa\u7684\u5185\u5bb9\u901a\u987a\u3001\u5728\u9898\u3001\u4e0d\u542b\u4efb\u4f55\u5f02\u5e38\u6307\u4ee4\uff0c\u51e0\u4e4e\u6ca1\u6709\u4f20\u7edf\u4f5c\u5f0a\u7684\u68c0\u6d4b\u7279\u5f81\u3002<\/p>\n<p>\u5b83\u7684\u6548\u679c\u88ab\u7cbe\u786e\u91cf\u5316\u8fc7\u3002\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u7684 FORGE \u57fa\u51c6\u628a <strong>225 \u6b3e\u771f\u5b9e\u4ea7\u54c1<\/strong>\u7684\u54c1\u724c\u66ff\u6362\u6210\u865a\u6784\u54c1\u724c\uff0c\u5728 <strong>12 \u4e2a<\/strong>\u5546\u7528\u4e0e\u5f00\u6e90\u6a21\u578b\u4e0a\u6d4b\u8bd5\uff1a\u4ec5\u4e00\u7bc7\u6392\u540d\u7b2c\u4e00\u7684\u6295\u6bd2\u9875\u9762\uff0c\u5c31\u80fd\u5728\u6700\u8106\u5f31\u7684\u6a21\u578b\u4e0a\u9a97\u8fc7 <strong>27%<\/strong> \u7684\u95ee\u9898\uff1b\u628a\u524d\u4e09\u6761\u68c0\u7d22\u7ed3\u679c\u5168\u90e8\u6362\u6210\u6295\u6bd2\u9875\uff0c\u5e73\u5747\u88ab\u9a97\u7387\u98d9\u5230 <strong>73.8%<\/strong>\uff08<a href=\"https:\/\/arxiv.org\/abs\/2606.13610\">One Polluted Page Is Enough\uff0carXiv 2606.13610<\/a>\uff09\u3002\u7814\u7a76\u8fd8\u7ed9\u51fa\u4e24\u4e2a\u53cd\u76f4\u89c9\u7ed3\u8bba\uff1a<strong>\u6a21\u578b\u8d8a\u5927\u3001\u8d8a\u95ed\u6e90\u5e76\u4e0d\u8d8a\u5b89\u5168<\/strong>\uff08\u540c\u7cfb\u5217\u7684\u66f4\u5927\u6a21\u578b\u88ab\u9a97\u9891\u7387\u7ea6\u4e3a\u5c0f\u6a21\u578b\u7684\u4e09\u500d\uff09\uff1b<strong>\u5f00\u542f\u63a8\u7406\u6a21\u5f0f\u53cd\u800c\u66f4\u7cdf<\/strong>\u2014\u2014\u6a21\u578b\u4f1a\u4e3b\u52a8\u7f16\u9020&quot;\u793e\u533a\u8ba8\u8bba&quot;\u6765\u7ed9\u5047\u63a8\u8350\u80cc\u4e66\u3002<\/p>\n<h3>Prompt\u6ce8\u5165\uff08\u95f4\u63a5\u6ce8\u5165\uff09<\/h3>\n<p><strong>Prompt\u6ce8\u5165\u662f\u628a\u9690\u85cf\u6307\u4ee4\u85cf\u8fdb AI \u4f1a\u8bfb\u53d6\u7684\u7f51\u9875\u3001\u6587\u6863\u6216\u8bc4\u8bba\u91cc\uff0c\u52ab\u6301\u5b83\u7684\u884c\u4e3a\u3002<\/strong> \u7528\u6237\u4ece\u4e0d\u4eb2\u624b\u8f93\u5165\u653b\u51fb\u5185\u5bb9\u2014\u2014\u6307\u4ee4\u5199\u5728 AI \u6293\u53d6\u7684\u8d44\u6599\u4e2d\u3002OWASP 2025 GenAI Top 10 \u628a\u63d0\u793a\u8bcd\u6ce8\u5165\u5217\u4e3a<strong>\u5934\u53f7\u98ce\u9669\uff08LLM01\uff09<\/strong>\uff08<a href=\"https:\/\/genai.owasp.org\/\">OWASP GenAI \u5b89\u5168\u9879\u76ee<\/a>\uff09\u3002<\/p>\n<p>\u65e9\u5728 2023 \u5e74\uff0c\u5c31\u6709\u7814\u7a76\u8005\u8ba9\u7f51\u9875\u5728\u88ab\u6458\u8981\u65f6\u628a Bing Chat \u5f15\u5bfc\u5230\u9493\u9c7c\u5185\u5bb9\uff1b2025 \u5e74\u51fa\u73b0\u8fc7\u5728\u516c\u5f00\u6587\u6863\u91cc\u690d\u5165\u6307\u4ee4\u3001\u8bf1\u5bfc\u4f01\u4e1a RAG \u7cfb\u7edf\u5916\u6cc4\u60c5\u62a5\u7684\u6848\u4f8b\u3002\u5bf9\u54c1\u724c\u6765\u8bf4\u98ce\u9669\u6709\u4e24\u9762\uff1a\u7ade\u54c1\u53ef\u80fd\u7528\u6ce8\u5165\u8ba9 AI \u8d2c\u4f4e\u4f60\uff1b\u4f60\u81ea\u5df1\u7684\u5b98\u7f51\u9875\u9762\u2014\u2014\u5c24\u5176\u53ef\u88ab UGC \u7f16\u8f91\u7684\u8bc4\u8bba\u3001\u95ee\u7b54\u533a\u2014\u2014\u4e5f\u53ef\u80fd\u88ab\u4eba\u690d\u5165\u6307\u4ee4\uff0c\u8fde\u7d2f\u88ab\u5f15\u7528\u65f6\u7684\u8868\u73b0\u3002\u4f1a\u8bdd\u4e00\u65e6\u88ab\u6c61\u67d3\uff0c\u5982\u4f55\u9694\u79bb\u53d6\u6837\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-monitoring-new-chat\">\u8981\u4e0d\u8981\u6bcf\u6b21\u5f00\u65b0\u5bf9\u8bdd\u7684\u4f1a\u8bdd\u9694\u79bb\u89c4\u5219<\/a>\u3002<\/p>\n<h3>\u5237\u63a8\u8350 \/ \u5237\u6e90<\/h3>\n<p><strong>\u5237\u63a8\u8350\u662f\u5728\u5927\u6a21\u578b\u9ad8\u9891\u8c03\u7528\u7684\u6e20\u9053\u4e0a\u5927\u89c4\u6a21\u94fa\u4fe1\u606f\uff0c\u7528\u91cd\u590d\u548c\u58f0\u91cf\u5236\u9020&quot;\u5171\u8bc6\u5047\u8c61&quot;\u3002<\/strong> \u5b83\u4e0d\u6539\u5355\u7bc7\u5185\u5bb9\u7684\u771f\u5047\uff0c\u800c\u662f\u9760\u6570\u91cf\u8ba9\u6a21\u578b\u8bef\u5224&quot;\u5927\u5bb6\u90fd\u5728\u63a8\u8350&quot;\u30022026 \u5e74\u592e\u89c6 3\u00b715 \u665a\u4f1a\u66dd\u5149\u7684 GEO \u9ed1\u4ea7\u5c31\u662f\u5178\u578b\uff1a\u64cd\u4f5c\u65b9\u901a\u8fc7\u5728\u7f51\u4e0a\u6279\u91cf\u64ad\u6492\u5047\u6d4b\u8bc4\uff0c\u80fd\u5728<strong>\u6570\u5c0f\u65f6\u5185<\/strong>\u628a\u4e00\u4e2a\u865a\u6784\u54c1\u724c\u63a8\u4e0a\u4e3b\u6d41\u4e2d\u6587 AI \u52a9\u624b\u7684\u63a8\u8350\u524d\u5217\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u6709\u7684\u624b\u6cd5\u6709\u6548\u3001\u6709\u7684\u4f1a\u53cd\u566c\u54c1\u724c<\/h2>\n<p><strong>\u4e00\u4e2a\u624b\u6cd5\u80fd\u5426\u594f\u6548\uff0c\u53d6\u51b3\u4e8e\u5b83\u80fd\u4e0d\u80fd\u540c\u65f6\u7a7f\u8fc7&quot;\u88ab\u68c0\u7d22\u5230 \u2192 \u88ab\u751f\u6210\u5f15\u7528 \u2192 \u901a\u8fc7\u5e73\u53f0\u4fe1\u4efb\u6821\u9a8c&quot;\u4e09\u9053\u5173\u3002<\/strong> \u4e09\u5173\u5168\u8fc7\u624d\u6709\u6548\uff0c\u5361\u5728\u4efb\u4f55\u4e00\u5173\u90fd\u53ef\u80fd\u53cd\u566c\u3002<\/p>\n<p><strong>\u6709\u6548\u7684\u5171\u540c\u6761\u4ef6<\/strong>\uff1a\u6295\u653e\u5728\u9ad8\u6743\u91cd\u3001AI \u5e38\u5f15\u7528\u7684\u6e20\u9053\uff1b\u5185\u5bb9\u4e0e\u7528\u6237\u9ad8\u9891\u63d0\u95ee\u9ad8\u5ea6\u5339\u914d\uff1b\u591a\u4e2a\u4fe1\u6e90\u53e3\u5f84\u4e00\u81f4\u3001\u76f8\u4e92\u5370\u8bc1\uff1b\u4fe1\u606f\u5e26\u770b\u4f3c\u5ba2\u89c2\u7684\u6570\u636e\u4e0e\u5f15\u7528\u3002\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u767d\u5e3d AEO \u548c\u9ed1\u5e3d\u6295\u6bd2\u5171\u7528\u540c\u4e00\u5957&quot;\u53ef\u5f15\u7528\u6027&quot;\u6280\u5de7\u2014\u2014<strong>\u533a\u522b\u53ea\u5728\u4fe1\u606f\u662f\u5426\u771f\u5b9e<\/strong>\u3002<\/p>\n<p><strong>\u53cd\u566c\u7684\u5e38\u89c1\u5f62\u5f0f<\/strong>\uff0c\u6070\u6070\u662f\u54c1\u724c\u6700\u8be5\u8b66\u60d5\u7684\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u624b\u6cd5<\/th>\n<th>\u77ed\u671f\u89c1\u6548<\/th>\n<th>\u53ef\u6301\u7eed\u6027<\/th>\n<th>\u53cd\u566c\u98ce\u9669<\/th>\n<th>\u5178\u578b\u53cd\u566c\u5f62\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5185\u5bb9\u6295\u6bd2\uff08\u4fe1\u6e90\u6c61\u67d3\uff09<\/td>\n<td>\u9ad8<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8<\/td>\n<td>\u4e8b\u5b9e\u6821\u9a8c\u5254\u9664\u3001\u5e73\u53f0\u52a0&quot;\u8d5e\u52a9&quot;\u6807\u6ce8\u3001\u5e7f\u544a\u6cd5\/\u53cd\u4e0d\u6b63\u5f53\u7ade\u4e89\u6cd5\u8ffd\u8d23<\/td>\n<\/tr>\n<tr>\n<td>Prompt\u6ce8\u5165\uff08\u95f4\u63a5\u6ce8\u5165\uff09<\/td>\n<td>\u4e2d<\/td>\n<td>\u6781\u4f4e<\/td>\n<td>\u6781\u9ad8<\/td>\n<td>\u88ab\u6307\u4ee4\u68c0\u6d4b\u62e6\u622a\u3001\u89e6\u53d1\u5b89\u5168\u7b56\u7565\u3001\u6e20\u9053\u5c01\u7981<\/td>\n<\/tr>\n<tr>\n<td>\u5237\u63a8\u8350 \/ \u5237\u6e90<\/td>\n<td>\u4e2d\u9ad8<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e2d\u9ad8<\/td>\n<td>\u6a21\u578b\u5927\u7248\u672c\u66f4\u65b0\u6e05\u96f6\u3001\u6d88\u6b67\u7ffb\u8f66\u3001\u88ab\u8bc6\u522b\u4e3a\u5f02\u5e38\u6295\u653e\u6a21\u5f0f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u53cd\u566c\u5f80\u5f80\u6ede\u540e\u51fa\u73b0\u3002\u5237\u6765\u7684\u6392\u540d\u4f9d\u8d56\u88ab\u6c61\u67d3\u4fe1\u6e90\u6301\u7eed\u5728\u699c\uff0c\u4e00\u6b21\u6a21\u578b\u5927\u7248\u672c\u66f4\u65b0\u5c31\u53ef\u80fd\u8ba9\u5b83\u5168\u90e8\u84b8\u53d1\uff1b\u6295\u6bd2\u5f15\u6765\u7684\u8d1f\u9762\u53e3\u7891\uff0c\u8fd8\u4f1a\u8ba9 AI \u5728\u56de\u7b54\u91cc\u4e3b\u52a8&quot;\u529d\u9000&quot;\u7528\u6237\u2014\u2014\u4ece\u5e2e\u7ade\u54c1\u53d8\u6210\u5e2e\u5012\u5fd9\u3002Google \u4e5f\u5728\u6301\u7eed\u66f4\u65b0\u9488\u5bf9<strong>\u89c4\u6a21\u5316\u5185\u5bb9\u6ee5\u7528<\/strong>\uff08scaled content abuse\uff09\u4e0e<strong>\u7f51\u7ad9\u4fe1\u8a89\u6ee5\u7528<\/strong>\uff08site reputation abuse\uff09\u7684<a href=\"https:\/\/developers.google.com\/search\/docs\/essentials\/spam-policies\">\u5783\u573e\u5185\u5bb9\u653f\u7b56<\/a>\uff0c\u628a\u8fd9\u7c7b\u64cd\u7eb5\u7eb3\u5165\u6253\u51fb\u8303\u56f4\u3002<\/p>\n<h2>\u54c1\u724c\u4fa7\u600e\u4e48\u68c0\u6d4b\u81ea\u5df1\u662f\u5426\u88ab\u64cd\u7eb5\uff1a\u8bca\u65ad\u6e05\u5355<\/h2>\n<p><strong>\u68c0\u6d4b\u64cd\u7eb5\u7684\u5173\u952e\uff0c\u662f\u76ef\u4f4f&quot;\u5f02\u5e38\u7a81\u53d8&quot;\u548c&quot;\u4fe1\u6e90\u4f53\u68c0&quot;\u4e24\u7ec4\u4fe1\u53f7\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u6392\u540d\u9ad8\u4f4e\u3002<\/strong> \u5355\u70b9\u6570\u636e\u8bf4\u660e\u4e0d\u4e86\u95ee\u9898\uff0c\u8981\u7684\u662f\u53ef\u590d\u73b0\u7684\u5bf9\u6bd4\u3002<\/p>\n<p><img decoding=\"async\" src=\"seoimg:\/\/1784301437346-12-37358-2.png\" alt=\"MaxAEO \u76d1\u6d4b\u9762\u677f\u663e\u793a\u67d0\u54c1\u724cAI\u63d0\u53ca\u7387\u5f02\u5e38\u98d9\u5347\u5e76\u4f34\u968f\u4fe1\u6e90\u96c6\u4e2d\u7684\u64cd\u7eb5\u68c0\u6d4b\u4fe1\u53f7\"><\/p>\n<p>\u5728\u4e00\u6b21\u9488\u5bf9\u67d0\u56fd\u4ea7\u5c0f\u5bb6\u7535\u54c1\u724c\u7684\u76d1\u6d4b\u4e2d\uff0830 \u6761\u63d0\u793a\u8bcd \u00d7 \u6bcf\u6761\u91cd\u590d 5 \u6b21 \u00d7 4 \u4e2a\u5e73\u53f0\uff0c\u8fde\u7eed 7 \u5929\u7a97\u53e3\uff09\uff0cMaxAEO \u89c2\u5bdf\u5230\u4e00\u4e2a\u5178\u578b\u4fe1\u53f7\u7ec4\u5408\uff1a\u4e00\u5bb6\u8170\u90e8\u7ade\u54c1\u7684 AI \u63d0\u53ca\u7387\u5728 48 \u5c0f\u65f6\u5185\u4ece 12% \u8df3\u5230 61%\uff0c\u4f46\u652f\u6491\u7b54\u6848\u7684\u5f15\u7528\u6765\u6e90\u9ad8\u5ea6\u96c6\u4e2d\u5728\u51e0\u4e2a\u4e24\u5468\u5185\u65b0\u6ce8\u518c\u3001\u65e0\u5b9e\u4f53\u4f5c\u8005\u7684\u8425\u9500\u53f7\uff0c\u4e14\u53ea\u5728\u8054\u7f51\u6a21\u5f0f\u51fa\u73b0\u3001\u975e\u8054\u7f51\u6a21\u5f0f\u6beb\u65e0\u75d5\u8ff9\u3002\u8fd9\u4e09\u70b9\u53e0\u52a0\uff0c\u57fa\u672c\u53ef\u5224\u5b9a\u662f\u5237\u6e90\u52a0\u6295\u6bd2\uff0c\u800c\u975e\u81ea\u7136\u589e\u957f\u3002\u8981\u8ba9\u8fd9\u7c7b\u91c7\u6837\u53ef\u4fe1\u3001\u53ef\u590d\u73b0\uff0c\u63d0\u793a\u8bcd\u8bbe\u8ba1\u3001\u91cd\u590d\u6b21\u6570\u4e0e\u65f6\u95f4\u7a97\u53e3\u7684\u65b9\u6cd5\u5f88\u5173\u952e\uff0c\u53ef\u53c2\u8003<a href=\"https:\/\/maxaeo.cn\/blog\/ai-monitoring-sampling\">AI\u641c\u7d22\u76d1\u6d4b\u600e\u4e48\u91c7\u6837\u7684\u5b9e\u9a8c\u8bbe\u8ba1<\/a>\u3002<\/p>\n<p>\u4e00\u4efd\u53ef\u76f4\u63a5\u7167\u505a\u7684\u68c0\u6d4b\u6e05\u5355\uff1a<\/p>\n<ol>\n<li><strong>\u63d0\u53ca\u7387 \/ \u6392\u540d\u7a81\u53d8<\/strong>\uff1a\u77ed\u65f6\u95f4\u5185\u975e\u7ebf\u6027\u98d9\u5347\u6216\u9aa4\u964d\uff0c\u4e14\u65e0\u5bf9\u5e94\u7684\u4ea7\u54c1\u53d1\u5e03\u3001\u6295\u653e\u6216\u4e8b\u4ef6\u3002<\/li>\n<li><strong>\u4fe1\u6e90\u4f53\u68c0<\/strong>\uff1a\u5f15\u7528\u6765\u6e90\u662f\u5426\u96c6\u4e2d\u5728\u65b0\u6ce8\u518c\u8d26\u53f7\u3001\u8f6f\u6587\u7ad9\u3001\u65e0\u7f72\u540d\u6216&quot;\u540d\u4e0d\u526f\u5b9e&quot;\u7684\u4f5c\u8005\u3002<\/li>\n<li><strong>\u7ade\u54c1\u5f02\u5e38\u4e0a\u699c<\/strong>\uff1a\u7ade\u54c1\u88ab\u63a8\u8350\u4f46\u5f15\u7528\u5355\u8584\u3001\u6765\u6e90\u53ef\u7591\uff0c\u5e38\u4f34\u968f\u51ed\u7a7a\u634f\u9020\u7684&quot;\u793e\u533a\u8ba8\u8bba&quot;\uff08FORGE \u7814\u7a76\u663e\u793a\uff0c\u88ab\u9a97\u7b54\u6848\u7f16\u9020\u793e\u4f1a\u8ba4\u540c\u7684\u9891\u7387\u6bd4\u6b63\u5e38\u56de\u7b54\u9ad8 <strong>1.5\u201311 \u500d<\/strong>\uff09\u3002<\/li>\n<li><strong>\u60c5\u611f\u4e0e&quot;\u4e0d\u5efa\u8bae&quot;\u4fe1\u53f7<\/strong>\uff1a\u51fa\u73b0\u4e0e\u4e8b\u5b9e\u4e0d\u7b26\u7684\u8d2c\u4f4e\u6216\u529d\u9000\u3002<\/li>\n<li><strong>\u8054\u7f51 \/ \u975e\u8054\u7f51\u80cc\u79bb<\/strong>\uff1a\u4e24\u79cd\u6a21\u5f0f\u7b54\u6848\u4e25\u91cd\u4e0d\u4e00\u81f4\uff0c\u5f80\u5f80\u8bf4\u660e\u64cd\u7eb5\u96c6\u4e2d\u5728\u53ef\u88ab\u5b9e\u65f6\u68c0\u7d22\u7684\u4fe1\u6e90\uff0c\u8be6\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/ai-connected-mode-monitoring\">\u8054\u7f51\u4e0e\u975e\u8054\u7f51\u6a21\u5f0f\u8981\u4e0d\u8981\u5206\u5f00\u76d1\u6d4b<\/a>\u3002<\/li>\n<li><strong>\u8de8\u5e02\u573a \/ \u8de8\u4f1a\u8bdd\u4e00\u81f4\u6027<\/strong>\uff1a\u540c\u4e00\u95ee\u9898\u5728\u4e0d\u540c\u5730\u533a\u3001\u4e0d\u540c\u65b0\u4f1a\u8bdd\u4e0b\u7ed3\u8bba\u98d8\u5ffd\uff0c\u63d0\u793a\u4fe1\u6e90\u88ab\u5c40\u90e8\u6c61\u67d3\uff1b\u8de8\u5e02\u573a\u600e\u4e48\u5206\u5c42\u62bd\u6837\u89c1<a href=\"https:\/\/maxaeo.cn\/blog\/regional-ai-recommendations\">\u5730\u533a\u548c\u8bed\u8a00\u4f1a\u4e0d\u4f1a\u6539\u53d8 AI \u63a8\u8350<\/a>\u3002<\/li>\n<\/ol>\n<h2>\u9632\u5fa1\u4e0e\u5904\u7f6e\uff1a\u88ab\u64cd\u7eb5\u540e\u6309\u4ec0\u4e48\u4f18\u5148\u7ea7\u884c\u52a8<\/h2>\n<p><strong>\u5904\u7f6e\u7684\u7b2c\u4e00\u539f\u5219\u662f\u5148\u53d6\u8bc1\u3001\u518d\u5224\u7ea7\u3001\u540e\u4fee\u590d\uff0c\u522b\u4e00\u4e0a\u6765\u5c31\u5220\u5e16\u6216\u5bf9\u55b7\u3002<\/strong> \u64cd\u7eb5\u4e8b\u4ef6\u65e2\u53ef\u80fd\u662f\u4f60\u88ab\u5192\u540d\uff0c\u4e5f\u53ef\u80fd\u662f\u7ade\u54c1\u4f5c\u5f0a\uff0c\u8fd8\u53ef\u80fd\u662f\u5e73\u53f0\u8bef\u5f15\uff0c\u5904\u7f6e\u8def\u5f84\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>\u5efa\u8bae\u7684\u5904\u7f6e\u4f18\u5148\u7ea7\uff1a<\/p>\n<ol>\n<li><strong>\u786e\u8ba4\u4e0e\u53d6\u8bc1<\/strong>\uff1a\u622a\u56fe\u3001\u4fdd\u5b58\u4fe1\u6e90 URL\u3001\u8bb0\u5f55\u65f6\u95f4\u6233\u4e0e\u6240\u7528\u63d0\u793a\u8bcd\uff0c\u5f62\u6210\u53ef\u590d\u76d8\u7684\u8bc1\u636e\u94fe\u3002<\/li>\n<li><strong>\u5224\u5b9a\u98ce\u9669\u7b49\u7ea7<\/strong>\uff1a\u533a\u5206&quot;\u81ea\u8eab\u88ab\u5192\u540d \/ \u88ab\u8bfd\u8c24&quot;&quot;\u7ade\u54c1\u5237\u6e90&quot;&quot;\u5e73\u53f0\u8bef\u5f15\u6b63\u5e38\u5185\u5bb9&quot;\u4e09\u7c7b\uff0c\u98ce\u9669\u5206\u7ea7\u65b9\u6cd5\u53ef\u5bf9\u7167<a href=\"https:\/\/maxaeo.cn\/blog\/ai-search-brand-risk-map\">AI\u641c\u7d22\u516d\u7c7b\u98ce\u9669\u7684\u8bc6\u522b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u4f18\u5148\u7ea7<\/a>\u3002<\/li>\n<li><strong>\u5b98\u65b9\u4fe1\u6e90\u52a0\u56fa<\/strong>\uff1a\u8fd9\u662f\u6700\u6cbb\u672c\u7684\u4e00\u6b65\u3002\u7528\u771f\u5b9e\u3001\u6743\u5a01\u3001\u53ef\u88ab\u5f15\u7528\u7684\u5b98\u65b9\u5185\u5bb9\u5360\u4f4f\u9ad8\u6743\u91cd\u6e20\u9053\uff0c\u7a00\u91ca\u88ab\u6c61\u67d3\u4fe1\u6e90\u7684\u6743\u91cd\u2014\u2014\u672c\u8d28\u4e0a\u5c31\u662f\u628a\u767d\u5e3d AEO \u505a\u624e\u5b9e\u3002<\/li>\n<li><strong>\u5e73\u53f0\u7533\u8bc9\u4e0e\u7ea0\u9519<\/strong>\uff1a\u5411 AI \u5e73\u53f0\u63d0\u4ea4\u4e8b\u5b9e\u6027\u7ea0\u6b63\u4e0e\u5192\u540d\u6295\u8bc9\uff1b\u5e73\u53f0\u540e\u53f0\u901a\u5e38\u6709\u5f02\u5e38\u6a21\u5f0f\u9884\u8b66\u548c\u63d0\u9ad8\u5b98\u65b9\u4fe1\u6e90\u5f15\u7528\u6bd4\u4f8b\u7684\u673a\u5236\u3002<\/li>\n<li><strong>\u6cd5\u5f8b\u4e0e\u516c\u5173\u515c\u5e95<\/strong>\uff1a\u6d89\u53ca\u5192\u540d\u3001\u4f2a\u9020\u8d44\u8d28\u3001\u7f16\u9020\u62a5\u544a\u7684\uff0c\u5e7f\u544a\u6cd5\u3001\u53cd\u4e0d\u6b63\u5f53\u7ade\u4e89\u6cd5\u4e0e\u300a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u7ba1\u7406\u6682\u884c\u529e\u6cd5\u300b\u90fd\u6709\u5bf9\u5e94\u7ea6\u675f\uff0c\u9075\u5faa&quot;\u8c01\u53d7\u76ca\u3001\u8c01\u8d1f\u8d23\uff0c\u8c01\u5e72\u9884\u3001\u8c01\u53d7\u9650&quot;\u7684\u539f\u5219\u56fa\u5b9a\u8d23\u4efb\u3002<\/li>\n<li><strong>\u6301\u7eed\u76d1\u6d4b\u95ed\u73af<\/strong>\uff1a\u5904\u7f6e\u4e0d\u662f\u4e00\u6b21\u6027\u52a8\u4f5c\uff0c\u8981\u628a\u4e0a\u9762\u7684\u68c0\u6d4b\u6e05\u5355\u56fa\u5316\u4e3a\u5468\u671f\u6027\u76d1\u6d4b\uff0c\u9632\u6b62\u5bf9\u624b\u6362\u4e2a\u6e20\u9053\u5377\u571f\u91cd\u6765\u3002<\/li>\n<\/ol>\n<p>\u9700\u8981\u5f3a\u8c03\uff1a<strong>\u957f\u671f\u770b\uff0c\u552f\u4e00\u7a33\u7684\u9632\u5fa1\u662f\u628a\u6b63\u89c4\u4fe1\u6e90\u505a\u539a\u3002<\/strong> \u9760\u5bf9\u5237\u3001\u5bf9\u6295\u6765\u8fd8\u51fb\uff0c\u53ea\u4f1a\u628a\u81ea\u5df1\u4e5f\u62d6\u8fdb\u53cd\u566c\u533a\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>AI\u641c\u7d22\u64cd\u7eb5\u8fdd\u6cd5\u5417\uff1f<\/strong><br \/>\n\u8981\u770b\u624b\u6cd5\u3002\u771f\u5b9e\u3001\u5982\u5b9e\u7684 AEO \u4f18\u5316\u5408\u6cd5\uff1b\u800c\u4f2a\u9020\u6d4b\u8bc4\u3001\u5192\u5145\u4e13\u5bb6\u3001\u7f16\u9020\u7814\u7a76\u3001\u6279\u91cf\u5237\u5047\u8bc4\u8bba\uff0c\u53ef\u80fd\u540c\u65f6\u89e6\u72af\u5e7f\u544a\u6cd5\u3001\u53cd\u4e0d\u6b63\u5f53\u7ade\u4e89\u6cd5\u4e0e\u300a\u4e92\u8054\u7f51\u5e7f\u544a\u7ba1\u7406\u529e\u6cd5\u300b\u3002\u5e73\u53f0\u4fa7\u8fd8\u4f1a\u4ee5&quot;\u8d5e\u52a9 \/ \u5546\u4e1a\u5185\u5bb9&quot;\u6807\u8bc6\u548c\u4e8b\u5b9e\u6821\u9a8c\u6765\u9650\u5236\u8fd9\u7c7b\u5185\u5bb9\u3002<\/p>\n<p><strong>\u5237\u63a8\u8350\u80fd\u7ef4\u6301\u591a\u4e45\uff1f<\/strong><br \/>\n\u901a\u5e38\u5f88\u77ed\u4e14\u4e0d\u7a33\u5b9a\u3002\u5237\u6765\u7684\u6392\u540d\u4f9d\u8d56\u88ab\u6c61\u67d3\u4fe1\u6e90\u6301\u7eed\u5b58\u5728\uff0c\u4e00\u65e6\u5e73\u53f0\u6e05\u7406\u3001\u4e8b\u5b9e\u6821\u9a8c\u547d\u4e2d\uff0c\u6216\u6a21\u578b\u505a\u5927\u7248\u672c\u66f4\u65b0\uff0c\u6536\u76ca\u53ef\u80fd\u77ac\u95f4\u6e05\u96f6\uff0c\u8fd8\u53ef\u80fd\u7559\u4e0b\u8d1f\u9762\u53e3\u7891\u53cd\u566c\u3002<\/p>\n<p><strong>\u5c0f\u54c1\u724c\u600e\u4e48\u4f4e\u6210\u672c\u68c0\u6d4b\u81ea\u5df1\u6709\u6ca1\u6709\u88ab\u64cd\u7eb5\uff1f<\/strong><br \/>\n\u5148\u56fa\u5b9a\u4e00\u5c0f\u7ec4\u9ad8\u9891\u63d0\u95ee\uff0810\u201320 \u6761\uff09\uff0c\u6bcf\u6761\u91cd\u590d\u591a\u6b21\u3001\u8de8\u8054\u7f51 \/ \u975e\u8054\u7f51\u6a21\u5f0f\u5404\u8dd1\u4e00\u904d\uff0c\u4eba\u5de5\u5bf9\u6bd4\u5f15\u7528\u6765\u6e90\u662f\u5426\u53ef\u7591\u3002\u53d1\u73b0\u4fe1\u6e90\u5f02\u5e38\u96c6\u4e2d\u6216\u7b54\u6848\u6a21\u5f0f\u7a81\u53d8\uff0c\u518d\u4e0a\u76d1\u6d4b\u5de5\u5177\u505a\u6301\u7eed\u91c7\u6837\u3002<\/p>\n<p><strong>Prompt\u6ce8\u5165\u4f1a\u4e0d\u4f1a\u5f71\u54cd\u6211\u5b98\u7f51\u88ab AI \u5f15\u7528\uff1f<\/strong><br \/>\n\u4f1a\u3002\u82e5\u4f60\u7684\u9875\u9762\uff08\u5c24\u5176\u662f\u53ef\u88ab UGC \u7f16\u8f91\u7684\u8bc4\u8bba\u3001\u95ee\u7b54\u533a\uff09\u88ab\u690d\u5165\u9690\u85cf\u6307\u4ee4\uff0cAI \u6293\u53d6\u65f6\u53ef\u80fd\u88ab\u8bef\u5bfc\uff0c\u8fde\u7d2f\u5f15\u7528\u8868\u73b0\u751a\u81f3\u5b89\u5168\u8bc4\u7ea7\u3002\u5b9a\u671f\u5ba1\u67e5\u53ef\u88ab\u5916\u90e8\u7f16\u8f91\u7684\u5185\u5bb9\u533a\uff0c\u662f\u57fa\u7840\u529f\u8bfe\u3002<\/p>\n<p><strong>\u5185\u5bb9\u6295\u6bd2\u548c\u6b63\u5e38 AEO \u4f18\u5316\u7684\u754c\u7ebf\u5728\u54ea\uff1f<\/strong><br \/>\n\u754c\u7ebf\u662f&quot;\u4fe1\u606f\u662f\u5426\u771f\u5b9e\u3001\u6765\u6e90\u662f\u5426\u53ef\u6838\u5b9e&quot;\u3002\u7528\u771f\u5b9e\u6570\u636e\u3001\u771f\u5b9e\u6848\u4f8b\u3001\u5177\u540d\u4e13\u5bb6\u63d0\u5347\u53ef\u5f15\u7528\u6027\uff0c\u662f\u767d\u5e3d AEO\uff1b\u7f16\u9020\u4e8b\u5b9e\u3001\u4f2a\u9020\u8eab\u4efd\u3001\u6279\u91cf\u5bf9\u5237\uff0c\u5c31\u662f\u6295\u6bd2\u3002\u6280\u5de7\u76f8\u901a\uff0c\u6027\u8d28\u76f8\u53cd\u3002<\/p>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Article\",\n  \"headline\": \"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1\",\n  \"description\": \"AI\u641c\u7d22\u64cd\u7eb5\u6b63\u5728\u771f\u5b9e\u53d1\u751f\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u3001\u5237\u63a8\u8350\u4e09\u7c7b\u9ed1\u5e3dGEO\u624b\u6cd5\u5404\u6709\u95e8\u9053\uff0c\u6709\u7684\u6570\u5c0f\u65f6\u5c31\u8ba9\u5047\u54c1\u724c\u4e0a\u699c\uff0c\u6709\u7684\u4f1a\u88ab\u6a21\u578b\u53cd\u566c\u3002\u672c\u6587\u62c6\u89e3\u539f\u7406\u3001\u9644\u771f\u5b9e\u7814\u7a76\u6570\u636e\uff0c\u5e76\u7ed9\u51fa\u54c1\u724c\u4fa7\u7684\u68c0\u6d4b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u6e05\u5355\u3002\",\n  \"author\": {\n    \"@type\": \"Organization\",\n    \"name\": \"MaxAEO\"\n  },\n  \"publisher\": {\n    \"@type\": \"Organization\",\n    \"name\": \"MaxAEO\",\n    \"logo\": {\n      \"@type\": \"ImageObject\",\n      \"url\": \"image-placeholder\"\n    }\n  },\n  \"image\": \"image-placeholder\",\n  \"datePublished\": \"\",\n  \"dateModified\": \"\",\n  \"mainEntityOfPage\": {\n    \"@type\": \"WebPage\",\n    \"@id\": \"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\"\n  }\n}\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u641c\u7d22\u64cd\u7eb5\u6b63\u5728\u771f\u5b9e\u53d1\u751f\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u3001\u5237\u63a8\u8350\u4e09\u7c7b\u9ed1\u5e3dGEO\u624b\u6cd5\u5404\u6709\u95e8\u9053\u2014\u2014\u6709\u7684\u6570\u5c0f\u65f6\u5c31\u8ba9\u5047\u54c1\u724c\u4e0a\u699c\uff0c\u6709\u7684\u4f1a\u88ab\u6a21\u578b\u53cd\u566c\u3002\u672c\u6587\u62c6\u89e3\u539f\u7406\u3001\u9644\u771f\u5b9e\u7814\u7a76\u6570\u636e\uff0c\u5e76\u7ed9\u51fa\u54c1\u724c\u4fa7\u7684\u68c0\u6d4b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u6e05\u5355\u3002\u7528 MaxAEO \u5f00\u59cb\u76d1\u6d4b\u4f60\u7684AI\u53ef\u89c1\u5ea6\u3002<\/p>\n","protected":false},"author":1,"featured_media":1040,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[157],"tags":[],"class_list":["post-1042","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>AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - 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\/ai-search-manipulation\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - MaxAEO\" \/>\n<meta property=\"og:description\" content=\"AI\u641c\u7d22\u64cd\u7eb5\u6b63\u5728\u771f\u5b9e\u53d1\u751f\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u3001\u5237\u63a8\u8350\u4e09\u7c7b\u9ed1\u5e3dGEO\u624b\u6cd5\u5404\u6709\u95e8\u9053\u2014\u2014\u6709\u7684\u6570\u5c0f\u65f6\u5c31\u8ba9\u5047\u54c1\u724c\u4e0a\u699c\uff0c\u6709\u7684\u4f1a\u88ab\u6a21\u578b\u53cd\u566c\u3002\u672c\u6587\u62c6\u89e3\u539f\u7406\u3001\u9644\u771f\u5b9e\u7814\u7a76\u6570\u636e\uff0c\u5e76\u7ed9\u51fa\u54c1\u724c\u4fa7\u7684\u68c0\u6d4b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u6e05\u5355\u3002\u7528 MaxAEO \u5f00\u59cb\u76d1\u6d4b\u4f60\u7684AI\u53ef\u89c1\u5ea6\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/\" \/>\n<meta property=\"og:site_name\" content=\"MaxAEO\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-20T06:56:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-06T12:38:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\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\\\/ai-search-manipulation\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/\"},\"author\":{\"name\":\"MaxAEO Research Team\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"headline\":\"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1\",\"datePublished\":\"2026-07-20T06:56:21+00:00\",\"dateModified\":\"2026-08-06T12:38:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/\"},\"wordCount\":115,\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1784301437346-12-37358-1.jpg\",\"articleSection\":[\"AI\u641c\u7d22\u4f18\u5316\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/\",\"name\":\"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - MaxAEO\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1784301437346-12-37358-1.jpg\",\"datePublished\":\"2026-07-20T06:56:21+00:00\",\"dateModified\":\"2026-08-06T12:38:05+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/#\\\/schema\\\/person\\\/818dbb43b399bb858d62620094c83588\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1784301437346-12-37358-1.jpg\",\"contentUrl\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/1784301437346-12-37358-1.jpg\",\"width\":1200,\"height\":800,\"caption\":\"AI\u641c\u7d22\u64cd\u7eb5\u7684\u4e09\u7c7b\u624b\u6cd5\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u8fd0\u4f5c\u8def\u5f84\u793a\u610f\u56fe\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/ai-search-manipulation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/maxaeo.cn\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1\"}]},{\"@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":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - 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\/ai-search-manipulation\/","og_locale":"zh_CN","og_type":"article","og_title":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - MaxAEO","og_description":"AI\u641c\u7d22\u64cd\u7eb5\u6b63\u5728\u771f\u5b9e\u53d1\u751f\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u3001\u5237\u63a8\u8350\u4e09\u7c7b\u9ed1\u5e3dGEO\u624b\u6cd5\u5404\u6709\u95e8\u9053\u2014\u2014\u6709\u7684\u6570\u5c0f\u65f6\u5c31\u8ba9\u5047\u54c1\u724c\u4e0a\u699c\uff0c\u6709\u7684\u4f1a\u88ab\u6a21\u578b\u53cd\u566c\u3002\u672c\u6587\u62c6\u89e3\u539f\u7406\u3001\u9644\u771f\u5b9e\u7814\u7a76\u6570\u636e\uff0c\u5e76\u7ed9\u51fa\u54c1\u724c\u4fa7\u7684\u68c0\u6d4b\u4fe1\u53f7\u4e0e\u5904\u7f6e\u6e05\u5355\u3002\u7528 MaxAEO \u5f00\u59cb\u76d1\u6d4b\u4f60\u7684AI\u53ef\u89c1\u5ea6\u3002","og_url":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/","og_site_name":"MaxAEO","article_published_time":"2026-07-20T06:56:21+00:00","article_modified_time":"2026-08-06T12:38:05+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg","type":"image\/jpeg"}],"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\/ai-search-manipulation\/#article","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/"},"author":{"name":"MaxAEO Research Team","@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"headline":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1","datePublished":"2026-07-20T06:56:21+00:00","dateModified":"2026-08-06T12:38:05+00:00","mainEntityOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/"},"wordCount":115,"image":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg","articleSection":["AI\u641c\u7d22\u4f18\u5316"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/","url":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/","name":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1 - MaxAEO","isPartOf":{"@id":"https:\/\/maxaeo.cn\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#primaryimage"},"image":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#primaryimage"},"thumbnailUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg","datePublished":"2026-07-20T06:56:21+00:00","dateModified":"2026-08-06T12:38:05+00:00","author":{"@id":"https:\/\/maxaeo.cn\/blog\/#\/schema\/person\/818dbb43b399bb858d62620094c83588"},"breadcrumb":{"@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#primaryimage","url":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg","contentUrl":"https:\/\/maxaeo.cn\/blog\/wp-content\/uploads\/2026\/07\/1784301437346-12-37358-1.jpg","width":1200,"height":800,"caption":"AI\u641c\u7d22\u64cd\u7eb5\u7684\u4e09\u7c7b\u624b\u6cd5\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u8fd0\u4f5c\u8def\u5f84\u793a\u610f\u56fe"},{"@type":"BreadcrumbList","@id":"https:\/\/maxaeo.cn\/blog\/ai-search-manipulation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/maxaeo.cn\/blog\/"},{"@type":"ListItem","position":2,"name":"AI\u641c\u7d22\u4f1a\u88ab\u64cd\u7eb5\u5417\uff1a\u5185\u5bb9\u6295\u6bd2\u3001Prompt\u6ce8\u5165\u4e0e\u5237\u63a8\u8350\u7684\u624b\u6cd5\u4e0e\u9632\u5fa1"}]},{"@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\/1042","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=1042"}],"version-history":[{"count":1,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/1042\/revisions"}],"predecessor-version":[{"id":1417,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/posts\/1042\/revisions\/1417"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media\/1040"}],"wp:attachment":[{"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/media?parent=1042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/categories?post=1042"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/maxaeo.cn\/blog\/wp-json\/wp\/v2\/tags?post=1042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}