{"id":40052,"date":"2026-07-22T11:48:56","date_gmt":"2026-07-22T03:48:56","guid":{"rendered":"https:\/\/www.codingtech.cn\/?p=40052"},"modified":"2026-07-22T11:50:10","modified_gmt":"2026-07-22T03:50:10","slug":"geo-%e6%98%af-seo-%e7%9a%84%e5%bb%b6%e7%bb%ad%e5%90%97%ef%bc%9f%e4%b8%8d%e6%98%af%e3%80%82%e4%bd%86-seo-%e6%98%af-geo-%e7%9a%84%e5%ba%95%e5%b1%82%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd","status":"publish","type":"post","link":"https:\/\/www.codingtech.cn\/?p=40052","title":{"rendered":"GEO \u662f SEO \u7684\u5ef6\u7eed\u5417\uff1f\u4e0d\u662f\u3002\u4f46 SEO \u662f GEO \u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd"},"content":{"rendered":"<h3>GEO \u662f SEO \u7684\u5ef6\u7eed\u5417\uff1f\u4e0d\u662f\u3002\u4f46 SEO \u662f GEO \u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd<\/h3>\n<p>\u5f53\u7528\u6237\u95ee AI &#8220;\u63a8\u8350\u51e0\u5bb6\u9760\u8c31\u7684<em>*<\/em>\u516c\u53f8&#8221;\uff0cAI \u7ed9\u51fa\u7684\u7b54\u6848\u91cc\u6709\u6ca1\u6709\u4f60\u7684\u54c1\u724c\uff0c\u8fd9\u4ef6\u4e8b\u5df2\u7ecf\u4e0d\u53d6\u51b3\u4e8e\u4f60\u7684\u5b98\u7f51\u6392\u540d\u4e86\u2014\u2014\u4f46\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u53c8\u4ecd\u7136\u53d6\u51b3\u4e8e\u4f60\u7684\u5b98\u7f51\u6392\u540d\u3002<\/p>\n<h3>\u4e00\u3001GEO \u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u5148\u8bb2\u6e05\u695a\u539f\u7406<\/h3>\n<p>GEO\uff0c\u5168\u79f0 Generative Engine Optimization\uff0c\u4e2d\u6587\u53eb\u751f\u6210\u5f0f\u5f15\u64ce\u4f18\u5316\u3002<\/p>\n<p>\u8fd9\u4e2a\u6982\u5ff5\u6700\u65e9\u7531\u666e\u6797\u65af\u987f\u5927\u5b66\u4e0e\u5370\u5ea6\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u56e2\u961f\u4e8e2024\u5e746\u6708\u5728 arXiv \u4e0a\u53d1\u8868\u7684\u8bba\u6587\u4e2d\u7cfb\u7edf\u5b9a\u4e49\u3002\u8bba\u6587\u7684\u6838\u5fc3\u7ed3\u8bba\u662f\uff1a\u7ecf\u8fc7 GEO \u4f18\u5316\u7684\u5185\u5bb9\uff0c\u5728 AI \u751f\u6210\u7b54\u6848\u4e2d\u7684\u53ef\u89c1\u5ea6\u53ef\u63d0\u5347\u7ea630%-40%\u3002<\/p>\n<blockquote>\n<p>\u6765\u6e90\uff1a\u666e\u6797\u65af\u987f\u5927\u5b66 &#038; \u5370\u5ea6\u7406\u5de5\u5b66\u9662\u5fb7\u91cc\u5206\u6821\uff0c\u300aGEO: Generative Engine Optimization\u300b\uff0carXiv 2024<\/p>\n<\/blockquote>\n<p>GEO \u7684\u5e95\u5c42\u6280\u672f\u903b\u8f91\uff0c\u53eb\u505a RAG\uff08Retrieval-Augmented Generation\uff0c\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u4e3a\u4e00\u6761\u6d41\u6c34\u7ebf\uff1a<\/p>\n<ul>\n<li>\n<p>\u7528\u6237\u8f93\u5165\u95ee\u9898 \u2192 \u5411\u91cf\u5316\u7f16\u7801 \u2192 \u68c0\u7d22\u53ec\u56de\uff08\u4ece\u6d77\u91cf\u8bed\u6599\u91cc\u627e\u76f8\u5173\u6bb5\u843d\uff09\u2192 \u8d28\u91cf\u7b5b\u9009\uff08\u6253\u5206\u3001\u53bb\u91cd\u3001\u9a8c\u771f\uff09\u2192 \u77e5\u8bc6\u6574\u5408\uff08\u628a\u591a\u6e90\u4fe1\u606f\u62fc\u6210\u4e00\u4efd\u8349\u7a3f\uff09\u2192 \u5927\u6a21\u578b\u751f\u6210\uff08\u7528\u81ea\u7136\u8bed\u8a00\u5199\u51fa\u6700\u7ec8\u7b54\u6848\uff09<\/p>\n<p><img src=\"https:\/\/media.codingtech.cn\/2026\/images\/20260722_114853_fig1-rag-pipeline.jpg\" alt=\"RAG \u6d41\u6c34\u7ebf\u793a\u610f\u56fe\" \/><\/p>\n<p>GEO \u4f18\u5316\u7684\u672c\u8d28\uff0c\u662f\u5728\u8fd9\u6761\u6d41\u6c34\u7ebf\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u91cc\uff0c\u63d0\u9ad8\u4f60\u7684\u54c1\u724c\u5185\u5bb9\u88ab&#8221;\u9009\u4e2d&#8221;\u7684\u6982\u7387\u3002<\/p>\n<p>\u800c GEO \u76d1\u63a7\u7684\u672c\u8d28\uff0c\u5219\u662f\u53cd\u5411\u9a8c\u8bc1\uff1a\u5728\u7528\u6237\u95ee\u51fa\u5404\u79cd\u95ee\u9898\u65f6\uff0c\u4f60\u7684\u54c1\u724c\u5230\u5e95\u6709\u6ca1\u6709\u88ab\u8fd9\u6761\u6d41\u6c34\u7ebf&#8221;\u751f\u4ea7&#8221;\u8fdb\u7b54\u6848\u91cc\uff1f<\/p>\n<p>\u6240\u4ee5 GEO \u4e0d\u662f SEO \u7684\u5ef6\u4f38\u3002SEO \u4f18\u5316\u7684\u662f&#8221;\u641c\u7d22\u5f15\u64ce\u6392\u540d&#8221;\uff0cGEO \u4f18\u5316\u7684\u662f&#8221;AI \u7b54\u6848\u5f15\u7528&#8221;\u3002\u4e24\u8005\u7684\u76ee\u6807\u3001\u903b\u8f91\u3001\u8bc4\u4f30\u6307\u6807\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>\u4f46 GEO \u548c SEO \u4e4b\u95f4\uff0c\u6709\u4e00\u6761\u9690\u79d8\u7684\u901a\u9053\u3002<\/p>\n<\/li>\n<\/ul>\n<h3>\u4e8c\u3001GEO \u7684\u5e38\u89c1\u4f18\u5316\u65b9\u5f0f\uff1a\u4e0d\u662f\u5173\u952e\u8bcd\u5806\u780c\uff0c\u800c\u662f&#8221;\u8ba9 AI \u770b\u5f97\u61c2\u3001\u4fe1\u5f97\u8fc7&#8221;<\/h3>\n<p>\u666e\u6797\u65af\u987f\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u6d4b\u8bd5\u4e86 9 \u79cd GEO \u4f18\u5316\u65b9\u6cd5\uff0c\u53d1\u73b0\u4f20\u7edf SEO \u7684\u5173\u952e\u8bcd\u586b\u5145\u5728\u751f\u6210\u5f0f\u5f15\u64ce\u4e2d\u6548\u679c\u4e0d\u4f73\uff0c\u751a\u81f3\u6bd4\u57fa\u7ebf\u4f4e10%\u3002\u771f\u6b63\u6709\u6548\u7684\u65b9\u6cd5\u662f\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n<p><strong>1. \u5f15\u7528\u6765\u6e90\uff08Cite Sources\uff09<\/strong><\/p>\n<ul>\n<li>\n<p>\u5728\u5185\u5bb9\u4e2d\u660e\u786e\u6807\u6ce8\u6570\u636e\u6765\u6e90\u548c\u5f15\u7528\u51fa\u5904\u3002AI \u5728\u5224\u65ad\u5185\u5bb9\u53ef\u4fe1\u5ea6\u65f6\uff0c\u4f1a\u4f18\u5148\u91c7\u4fe1\u6709\u6743\u5a01\u6765\u6e90\u80cc\u4e66\u7684\u4fe1\u606f\u3002\u5b9e\u6d4b\u663e\u793a\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5728\u4f4d\u7f6e\u8c03\u6574\u8bcd\u6570\u6307\u6807\u4e0a\u63d0\u5347\u4e8630-40%\u3002<\/p>\n<p><strong>2. \u6dfb\u52a0\u7edf\u8ba1\u6570\u636e\uff08Statistics Addition\uff09<\/strong><\/p>\n<\/li>\n<li>\n<p>\u7528\u5b9a\u91cf\u6570\u636e\u66ff\u4ee3\u5b9a\u6027\u63cf\u8ff0\u3002\u6bd4\u5982\u4e0d\u8bf4&#8221;\u6211\u4eec\u670d\u52a1\u8fc7\u5f88\u591a\u5ba2\u6237&#8221;\uff0c\u800c\u662f\u8bf4&#8221;\u622a\u81f32026\u5e74\uff0c\u6211\u4eec\u5df2\u670d\u52a1\u8d85\u8fc7300\u5bb6\u4f01\u4e1a\u5ba2\u6237\uff0c\u8986\u76d615\u4e2a\u884c\u4e1a&#8221;\u3002\u6570\u636e\u9a71\u52a8\u7684\u5185\u5bb9\u66f4\u5bb9\u6613\u88ab AI \u5f15\u7528\u3002<\/p>\n<p><strong>3. \u6d41\u7545\u6027\u4f18\u5316\uff08Fluency Optimization\uff09<\/strong><\/p>\n<\/li>\n<li>\n<p>\u6539\u5584\u6587\u672c\u7684\u6d41\u7545\u5ea6\u548c\u53ef\u8bfb\u6027\u3002AI \u5728\u751f\u6210\u7b54\u6848\u65f6\uff0c\u503e\u5411\u4e8e\u5f15\u7528\u8868\u8fbe\u6e05\u6670\u3001\u903b\u8f91\u901a\u987a\u7684\u5185\u5bb9\uff0c\u800c\u4e0d\u662f\u6666\u6da9\u96be\u61c2\u7684\u6bb5\u843d\u3002<\/p>\n<p><strong>4. \u7ed3\u6784\u5316\u5448\u73b0<\/strong><\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u6e05\u6670\u7684\u6807\u9898\u5c42\u7ea7\uff08H1\/H2\/H3\uff09\u3001\u5217\u8868\u3001\u8868\u683c\u3001FAQ \u95ee\u7b54\u5757\u3002AI \u5728&#8221;\u9605\u8bfb&#8221;\u5185\u5bb9\u65f6\uff0c\u4f1a\u626b\u63cf\u8fd9\u4e9b\u7ed3\u6784\u6765\u5feb\u901f\u63d0\u53d6\u91cd\u70b9\u3002\u4e00\u5927\u6bb5\u6ca1\u6709\u7ed3\u6784\u7684\u6587\u5b57\u5899\uff0c\u5f88\u96be\u88ab AI \u91c7\u7528\u3002<\/p>\n<p><strong>5. E-E-A-T \u53ef\u4fe1\u5ea6\u5efa\u8bbe<\/strong><\/p>\n<\/li>\n<li>\n<p>\u5373\u7ecf\u9a8c\uff08Experience\uff09\u3001\u4e13\u4e1a\uff08Expertise\uff09\u3001\u6743\u5a01\uff08Authoritativeness\uff09\u3001\u4fe1\u4efb\uff08Trust\uff09\u3002\u6587\u7ae0\u8981\u6709\u660e\u786e\u4f5c\u8005\u4fe1\u606f\u3001\u4e13\u4e1a\u80cc\u666f\u3001\u5f15\u7528\u6765\u6e90\uff0c\u54c1\u724c\u5728\u591a\u5e73\u53f0\u4fdd\u6301\u4e00\u81f4\u6027\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u65b9\u6cd5\u7684\u5171\u540c\u70b9\u662f\uff1a\u5b83\u4eec\u4e0d\u662f\u4e3a\u4e86\u8ba9&#8221;\u641c\u7d22\u5f15\u64ce\u722c\u866b&#8221;\u66f4\u5bb9\u6613\u6293\u53d6\uff0c\u800c\u662f\u4e3a\u4e86\u8ba9&#8221;\u5927\u6a21\u578b\u7684\u8bed\u4e49\u7406\u89e3\u7cfb\u7edf&#8221;\u66f4\u5bb9\u6613\u8bc6\u522b\u3001\u91c7\u4fe1\u3001\u5f15\u7528\u3002<\/p>\n<p><img src=\"https:\/\/media.codingtech.cn\/2026\/images\/20260722_114853_fig2-optimization-compare.jpg\" alt=\"GEO \u4f18\u5316\u65b9\u6cd5\u5bf9\u6bd4\u56fe\" \/><\/p>\n<h3>\u4e09\u3001GEO \u7684\u7b2c\u4e00\u4e2a\u75db\u70b9\uff1a\u5927\u6a21\u578b\u672c\u8eab\u6709&#8221;\u8bb0\u5fc6\u622a\u6b62\u65e5\u671f&#8221;<\/h3>\n<p>\u8fd9\u662f\u5f88\u591a\u4f01\u4e1a\u505a GEO \u65f6\u5ffd\u7565\u7684\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1a\u5927\u6a21\u578b\u4e0d\u662f\u5b9e\u65f6\u8054\u7f51\u7684\u767e\u79d1\u5168\u4e66\uff0c\u5b83\u6709\u4e00\u4e2a&#8221;\u77e5\u8bc6\u622a\u6b62\u65e5\u671f&#8221;\u3002<\/p>\n<p>\u5728\u4e0d\u5f00\u542f\u8054\u7f51\u641c\u7d22\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u53ea\u80fd\u56de\u7b54\u8bad\u7ec3\u6570\u636e\u622a\u6b62\u65e5\u671f\u4e4b\u524d\u7684\u95ee\u9898\u3002\u5bf9\u4e8e\u622a\u6b62\u65e5\u671f\u4e4b\u540e\u7684\u4fe1\u606f\uff0c\u6a21\u578b\u7684\u56de\u7b54\u8981\u4e48\u662f\u57fa\u4e8e\u65e7\u77e5\u8bc6\u7684\u63a8\u6d4b\uff0c\u8981\u4e48\u76f4\u63a5\u8bf4&#8221;\u6211\u4e0d\u77e5\u9053&#8221;\u3002<\/p>\n<p>\u56fd\u5185\u4e3b\u6d41\u5927\u6a21\u578b\u7684\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u77e5\u8bc6\u622a\u6b62\u65e5\u671f<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8c46\u5305\uff08Doubao\uff09<\/td>\n<td>2024\u5e7410\u6708<\/td>\n<td>\u4e0d\u8054\u7f51\u65f6\uff0c2024\u5e7410\u6708\u4e4b\u540e\u7684\u4fe1\u606f\u65e0\u6cd5\u51c6\u786e\u56de\u7b54<\/td>\n<\/tr>\n<tr>\n<td>\u901a\u4e49\u5343\u95ee\uff08Qwen3-Max\uff09<\/td>\n<td>2024\u5e7410\u6708<\/td>\n<td>\u963f\u91cc\u65d7\u4e0b\u65d7\u8230\u6a21\u578b<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u8c31\u6e05\u8a00\uff08GLM\uff09<\/td>\n<td>2024\u5e747\u6708<\/td>\n<td>\u667a\u8c31AI\u65d7\u4e0b\u6a21\u578b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p>\u6765\u6e90\uff1aAI-indeed\u3001\u949b\u5a92\u4f53\u3001DeepSeek \u5b98\u65b9\u4fe1\u606f\uff0c2026\u5e744-5\u6708<\/p>\n<\/blockquote>\n<p>\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n<p>\u5982\u679c\u4f60\u7684\u54c1\u724c\u662f2025\u5e74\u5e95\u624d\u6210\u7acb\u7684\uff0c\u6216\u8005\u4f60\u7684\u6838\u5fc3\u4ea7\u54c1\u57282025\u5e74\u4e0b\u534a\u5e74\u624d\u4e0a\u7ebf\uff0c\u90a3\u4e48\u8c46\u5305\u3001\u901a\u4e49\u5343\u95ee\u7b49\u6a21\u578b\u5728&#8221;\u4e0d\u8054\u7f51&#8221;\u7684\u60c5\u51b5\u4e0b\uff0c\u6839\u672c\u4e0d\u8ba4\u8bc6\u4f60\u3002<\/p>\n<p>\u5373\u4f7f\u4f60\u505a\u4e86\u518d\u591a GEO \u4f18\u5316\u2014\u2014\u7ed3\u6784\u5316\u5185\u5bb9\u3001\u5f15\u7528\u6765\u6e90\u3001\u7edf\u8ba1\u6570\u636e\u2014\u2014\u5982\u679c\u6a21\u578b\u672c\u8eab\u7684\u77e5\u8bc6\u5e93\u91cc\u6ca1\u6709\u4f60\uff0c\u8fd9\u4e9b\u4f18\u5316\u90fd\u662f\u65e0\u6548\u7684\u3002<\/p>\n<p>\u8fd9\u5c31\u662f GEO \u7684\u7b2c\u4e00\u4e2a\u6838\u5fc3\u75db\u70b9\uff1a\u5927\u6a21\u578b\u7684&#8221;\u8bb0\u5fc6\u5ef6\u8fdf&#8221;\u3002\u4f60\u4f18\u5316\u7684\u662f&#8221;\u88ab\u5f15\u7528&#8221;\u7684\u80fd\u529b\uff0c\u4f46\u5982\u679c\u6a21\u578b\u672c\u8eab&#8221;\u4e0d\u77e5\u9053\u6709\u4f60\u8fd9\u4e2a\u4eba&#8221;\uff0c\u5f15\u7528\u5c31\u65e0\u4ece\u8c08\u8d77\u3002<\/p>\n<p>\u89e3\u51b3\u8fd9\u4e2a\u75db\u70b9\u7684\u552f\u4e00\u65b9\u5f0f\uff0c\u5c31\u662f\u8ba9\u6a21\u578b\u5728\u56de\u7b54\u95ee\u9898\u65f6&#8221;\u8054\u7f51\u641c\u7d22&#8221;\u2014\u2014\u4ece\u5b9e\u65f6\u7f51\u9875\u4e2d\u83b7\u53d6\u4f60\u7684\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u5b83\u8bad\u7ec3\u65f6\u7684\u65e7\u8bb0\u5fc6\u3002<\/p>\n<p><img src=\"https:\/\/media.codingtech.cn\/2026\/images\/20260722_114853_fig3-knowledge-cutoff-timeline.jpg\" alt=\"\u5927\u6a21\u578b\u77e5\u8bc6\u622a\u6b62\u65e5\u671f\u65f6\u95f4\u8f74\" \/><\/p>\n<h3>\u56db\u3001GEO \u7684\u7b2c\u4e8c\u4e2a\u75db\u70b9\uff1a\u8054\u7f51\u641c\u7d22\u65f6\uff0cAI \u53c2\u8003\u7684\u5176\u5b9e\u662f SEO \u7ed3\u679c<\/h3>\n<p>\u8fd9\u5c31\u5f15\u51fa\u4e86\u7b2c\u4e8c\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u5f53\u5927\u6a21\u578b&#8221;\u8054\u7f51\u641c\u7d22&#8221;\u65f6\uff0c\u5b83\u5230\u5e95\u5728\u641c\u4ec0\u4e48\uff1f<\/p>\n<p>\u7b54\u6848\u662f\uff1a\u5b83\u641c\u7684\u662f\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u5e7f\u53d1\u8bc1\u5238\u5728\u4e00\u4efd\u7814\u62a5\u4e2d\uff0c\u5bf9\u751f\u6210\u5f0f\u641c\u7d22\u5f15\u64ce\u7684\u5de5\u4f5c\u539f\u7406\u505a\u4e86\u6e05\u6670\u7684\u62c6\u89e3\u3002\u62a5\u544a\u6307\u51fa\uff1a<\/p>\n<ul>\n<li>&#8220;\u5f53\u5927\u6a21\u578b\u65e0\u6cd5\u6ee1\u8db3\u590d\u6742\u3001\u5b9e\u65f6\u7684\u63d0\u95ee\u9700\u6c42\u65f6\uff0c\u641c\u7d22\u5f15\u64ce\u4fbf\u4f1a\u542f\u52a8\u8054\u7f51\u529f\u80fd\uff0c\u4f9d\u636e\u5173\u952e\u8bcd\u5728\u4e92\u8054\u7f51\u4e2d\u7b5b\u9009\u3001\u6293\u53d6\u7f51\u9875\u4fe1\u606f\uff0c\u5e76\u53cd\u9988\u7ed9\u5927\u6a21\u578b\u3002&#8221;<\/li>\n<li>&#8220;\u7279\u5b9a\u77e5\u8bc6\u6240\u5728\u7f51\u9875\u9700\u8981\u88ab\u641c\u7d22\u5f15\u64ce\u53ec\u56de\uff0c\u624d\u80fd\u4f5c\u4e3a\u7b54\u6848\u51fa\u73b0\u5728LLM\u7684\u8f93\u51fa\u4e2d\u3002\u6838\u5fc3\u8fd8\u662f\u7f51\u9875\u6570\u636e\u5728\u641c\u7d22\u5f15\u64ce\u7684\u6392\u540d\u548c\u66dd\u5149\uff0c\u51b3\u5b9a\u4e86\u6700\u540e\u5927\u6a21\u578b\u5728\u6b64\u73af\u8282\u56de\u7b54\u7684\u63a8\u8fdb\u3002&#8221;<\/li>\n<\/ul>\n<blockquote>\n<p>\u6765\u6e90\uff1a\u5e7f\u53d1\u8bc1\u5238\uff0c\u300aAI\u91cd\u6784\u8bc1\u5238\u884c\u4e1a\u2014\u2014\u8303\u5f0f\u7a81\u7834\u4e0e\u751f\u6001\u8fdb\u5316\u300b\uff0c2025\u5e747\u6708<\/p>\n<\/blockquote>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff1aAI \u5728\u56de\u7b54\u4f60\u7684\u95ee\u9898\u65f6\uff0c\u5b83\u81ea\u5df1\u5e76\u4e0d\u53bb&#8221;\u722c\u904d\u6574\u4e2a\u4e92\u8054\u7f51&#8221;\u3002\u5b83\u8c03\u7528\u7684\u662f\u641c\u7d22\u5f15\u64ce\u7684 API\uff0c\u83b7\u53d6\u641c\u7d22\u5f15\u64ce\u5df2\u7ecf\u6392\u597d\u5e8f\u7684\u7f51\u9875\u7ed3\u679c\uff0c\u7136\u540e\u4ece\u4e2d\u6311\u9009\u3001\u6574\u5408\u3001\u751f\u6210\u7b54\u6848\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n<p>\u5982\u679c\u4f60\u7684\u5b98\u7f51\u5728\u767e\u5ea6\u3001\u5fc5\u5e94\u3001\u5fae\u4fe1\u641c\u4e00\u641c\u4e0a\u7684\u6392\u540d\u5f88\u5dee\uff0c\u751a\u81f3\u6ca1\u6709\u88ab\u6536\u5f55\uff0c\u90a3\u4e48\u5373\u4f7f AI \u5f00\u542f\u4e86\u8054\u7f51\u641c\u7d22\uff0c\u5b83\u4e5f\u6839\u672c&#8221;\u770b\u4e0d\u5230&#8221;\u4f60\u7684\u5185\u5bb9\u3002<\/p>\n<p>DeepSeek \u7684\u8054\u7f51\u641c\u7d22\u529f\u80fd\u5c31\u662f\u4e00\u4e2a\u5178\u578b\u4f8b\u5b50\u3002\u5728\u5f00\u542f\u8054\u7f51\u641c\u7d22\u540e\uff0c\u6a21\u578b\u83b7\u53d6\u7684\u7f51\u9875\u94fe\u63a5\u6570\u91cf\u4ece\u4e2a\u4f4d\u6570\u98d9\u5347\u5230\u6570\u5341\u4e2a\u3002\u4f46\u8fd9\u4e9b\u94fe\u63a5\uff0c\u672c\u8d28\u4e0a\u5c31\u662f\u641c\u7d22\u5f15\u64ce\u7684\u8fd4\u56de\u7ed3\u679c\u3002<\/p>\n<blockquote>\n<p>\u6765\u6e90\uff1a\u5b57\u6bcd\u699c\uff0c\u300a\u8c46\u5305\u6d88\u706d\u8054\u7f51\u641c\u7d22\u300b\uff0c2025\u5e744\u6708<\/p>\n<\/blockquote>\n<p>\u8c46\u5305\u7684&#8221;\u8fb9\u60f3\u8fb9\u641c&#8221;\u6a21\u5f0f\u4e5f\u662f\u5982\u6b64\u3002\u5b83\u4f1a\u6839\u636e\u7528\u6237\u7684\u63d0\u95ee\uff0c\u8fdb\u884c\u591a\u8f6e\u641c\u7d22\uff08\u901a\u5e38\u662f2-3\u8f6e\uff09\uff0c\u6bcf\u4e00\u8f6e\u641c\u7d22\u8c03\u7528\u7684\u90fd\u662f\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u7684\u68c0\u7d22\u80fd\u529b\u3002<\/p>\n<blockquote>\n<p>\u6765\u6e90\uff1a\u5170\u5dde\u5927\u5b66\uff0c\u300a\u89c6\u91ce\u00b7\u7ba1\u7406\u901a\u9274\u300b\uff0c\u8c46\u5305APP\u6df1\u5ea6\u601d\u8003\u529f\u80fd\u66f4\u65b0\u5206\u6790<\/p>\n<\/blockquote>\n<p>\u6240\u4ee5\uff0cGEO \u548c SEO \u4e4b\u95f4\u90a3\u6761\u9690\u79d8\u7684\u901a\u9053\u5c31\u662f\uff1a<\/p>\n<p>AI \u8054\u7f51\u641c\u7d22\u65f6\uff0c\u53c2\u8003\u7684\u662f SEO \u7ed3\u679c\u3002SEO \u6392\u540d\u51b3\u5b9a\u4e86\u4f60\u7684\u5185\u5bb9\u80fd\u5426\u8fdb\u5165 AI \u7684&#8221;\u5019\u9009\u7d20\u6750\u5e93&#8221;\u3002<\/p>\n<p><img src=\"https:\/\/media.codingtech.cn\/2026\/images\/20260722_114853_fig4-dual-layer-architecture.jpg\" alt=\"AI \u8054\u7f51\u641c\u7d22\u4e0e SEO \u53cc\u5c42\u67b6\u6784\" \/><\/p>\n<h3>\u4e94\u3001\u7ed3\u8bba\uff1aSEO \u4e0d\u662f GEO \u7684\u5ef6\u7eed\uff0c\u4f46 SEO \u662f GEO \u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd<\/h3>\n<p>\u5230\u8fd9\u91cc\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u6e05\u6670\u7684\u7ed3\u8bba\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>GEO \u4e0d\u662f SEO \u7684\u5ef6\u7eed<\/th>\n<th>SEO \u662f GEO \u7684\u8865\u5145\u548c\u8868\u73b0\u5f62\u5f0f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GEO \u4f18\u5316\u7684\u662f AI \u8bed\u4e49\u7406\u89e3\u548c\u5f15\u7528\u903b\u8f91\uff0c\u76ee\u6807\u662f\u8ba9 AI \u5728\u7b54\u6848\u4e2d\u63d0\u53ca\u4f60\u7684\u54c1\u724c<\/td>\n<td>\u5982\u679c\u4f60\u7684\u5185\u5bb9\u5728\u641c\u7d22\u5f15\u64ce\u4e0a\u6392\u540d\u5f88\u5dee\uff0cAI \u6839\u672c&#8221;\u770b\u4e0d\u5230&#8221;\u4f60\uff0cGEO \u4f18\u5316\u65e0\u4ece\u8c08\u8d77<\/td>\n<\/tr>\n<tr>\n<td>\u4e24\u8005\u7684\u6280\u672f\u8def\u5f84\u3001\u8bc4\u4f30\u6307\u6807\u3001\u4f18\u5316\u65b9\u6cd5\u5b8c\u5168\u4e0d\u540c<\/td>\n<td>SEO \u51b3\u5b9a\u4e86\u4f60\u80fd\u5426\u8fdb\u5165 AI \u7684&#8221;\u5019\u9009\u7d20\u6750\u5e93&#8221;\uff0cGEO \u51b3\u5b9a\u4e86\u4f60\u5728\u5019\u9009\u5e93\u4e2d\u80fd\u5426\u88ab\u9009\u4e2d<\/td>\n<\/tr>\n<tr>\n<td>\u5173\u952e\u8bcd\u586b\u5145\u3001\u5916\u94fe\u4e70\u5356\u7b49\u4f20\u7edf SEO \u624b\u6bb5\uff0c\u5728 GEO \u4e2d\u6548\u679c\u4e0d\u4f73\u751a\u81f3\u6709\u5bb3<\/td>\n<td>\u4f46 SEO \u4e2d\u7684\u4f18\u8d28\u5185\u5bb9\u5efa\u8bbe\u3001\u7f51\u7ad9\u7ed3\u6784\u4f18\u5316\u3001\u54c1\u724c\u6743\u5a01\u5ea6\u79ef\u7d2f\uff0c\u6070\u6070\u662f GEO \u7684\u5e95\u5c42\u57fa\u7840<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7528\u4e00\u4e2a\u6bd4\u55bb\u6765\u8bf4\uff1a<\/p>\n<p>SEO \u50cf\u662f\u5728\u56fe\u4e66\u9986\u91cc\u628a\u4e66\u6446\u5230\u663e\u773c\u4f4d\u7f6e\uff0c\u8ba9\u8bfb\u8005\u5728\u4e66\u67b6\u524d\u5bb9\u6613\u627e\u5230\u3002<\/p>\n<p>GEO \u5219\u662f\u8ba9\u56fe\u4e66\u7ba1\u7406\u5458\uff08AI \u6a21\u578b\uff09\u5728\u56de\u7b54\u8bfb\u8005\u63d0\u95ee\u65f6\uff0c\u81ea\u7136\u800c\u7136\u5730\u5f15\u7528\u4f60\u7684\u4e66\u4f5c\u4e3a\u63a8\u8350\u3002<\/p>\n<p>\u4f46\u5982\u679c\u4f60\u7684\u4e66\u6839\u672c\u4e0d\u5728\u56fe\u4e66\u9986\u91cc\uff08\u641c\u7d22\u5f15\u64ce\u6ca1\u6536\u5f55\uff09\uff0c\u6216\u8005\u6446\u5728\u6700\u5e95\u5c42\u7684\u89d2\u843d\uff08\u6392\u540d\u5f88\u5dee\uff09\uff0c\u56fe\u4e66\u7ba1\u7406\u5458\u5373\u4f7f\u60f3\u5f15\u7528\u4f60\uff0c\u4e5f\u627e\u4e0d\u5230\u4f60\u7684\u4e66\u3002<\/p>\n<p>\u6240\u4ee5\uff0cSEO \u662f GEO \u7684\u5fc5\u8981\u4e0d\u5145\u5206\u6761\u4ef6\u3002<\/p>\n<p>\u6ca1\u6709 SEO\uff0cGEO \u65e0\u4ece\u8c08\u8d77\u3002\u4f46\u53ea\u6709 SEO\uff0c\u6ca1\u6709 GEO \u4f18\u5316\uff08\u7ed3\u6784\u5316\u5185\u5bb9\u3001\u5f15\u7528\u6765\u6e90\u3001E-E-A-T\uff09\uff0c\u4f60\u7684\u5185\u5bb9\u5373\u4f7f\u88ab\u641c\u7d22\u5f15\u64ce\u6536\u5f55\u4e86\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u80fd\u88ab AI \u5f15\u7528\u3002<\/p>\n<p><img src=\"https:\/\/media.codingtech.cn\/2026\/images\/20260722_114854_fig5-foundation-metaphor.jpg\" alt=\"SEO \u662f GEO \u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\" \/><\/p>\n<h3>\u516d\u3001\u7ed9\u4f01\u4e1a\u7684\u5b9e\u64cd\u5efa\u8bae\uff1a\u4e0d\u8981\u4e8c\u9009\u4e00\uff0c\u800c\u662f\u4e24\u624b\u6293<\/h3>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u5206\u6790\uff0c\u7ed9\u4f01\u4e1a\u7684\u5efa\u8bae\u975e\u5e38\u660e\u786e\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\u6b65\uff1a\u7ee7\u7eed\u505a\u597d\u767e\u5ea6\u3001\u5fae\u4fe1\u641c\u4e00\u641c\u3001\u5fc5\u5e94\u7b49\u4e3b\u6d41\u641c\u7d22\u5f15\u64ce\u7684 SEO<\/strong><\/p>\n<ul>\n<li>\u786e\u4fdd\u5b98\u7f51\u88ab\u641c\u7d22\u5f15\u64ce\u6536\u5f55\uff0c\u6838\u5fc3\u5173\u952e\u8bcd\u6709\u6392\u540d\uff0c\u54c1\u724c\u8bcd\u9996\u9875\u6709\u5360\u4f4d\u3002\u8fd9\u662f GEO 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