{"id":2451,"date":"2026-05-04T14:19:28","date_gmt":"2026-05-04T14:19:28","guid":{"rendered":"https:\/\/86i87.com\/?p=2451"},"modified":"2026-05-04T14:19:29","modified_gmt":"2026-05-04T14:19:29","slug":"%e9%9a%8f%e5%bf%83%e7%bc%96%e7%a8%8b%e6%89%93%e9%80%a0%e4%bd%a0%e8%87%aa%e5%b7%b1%e7%9a%84-seo-%e5%b7%a5%e5%85%b7-%e5%91%a8%e4%ba%94%e7%99%bd%e6%9d%bf","status":"publish","type":"post","link":"https:\/\/86i87.com\/?p=2451","title":{"rendered":"\u968f\u5fc3\u7f16\u7a0b\u6253\u9020\u4f60\u81ea\u5df1\u7684 SEO \u5de5\u5177 \u2014\u2014 \u5468\u4e94\u767d\u677f"},"content":{"rendered":"\n<p>via h<a href=\"ttps:\/\/moz.com\/blog\/vibe-coding-seo-tools-whiteboard-friday\">ttps:\/\/moz.com\/blog\/vibe-coding-seo-tools-whiteboard-friday<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3-1024x576.png\" alt=\"\" class=\"wp-image-2452\" srcset=\"https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3-1024x576.png 1024w, https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3-300x169.png 300w, https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3-768x432.png 768w, https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3-1536x864.png 1536w, https:\/\/86i87.com\/wp-content\/uploads\/2026\/05\/image-3.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u51c6\u5907\u597d\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 ChatGPT \u548c Google Colab \u968f\u5fc3\u7f16\u7a0b\u6253\u9020\u5b9a\u5236\u5316 SEO \u5de5\u5177\u4e86\u5417\uff1f<\/strong><br>Gus Pelogia \u5206\u4eab\u4e86 5 \u4e2a\u81ea\u52a8\u5316\u521b\u610f\uff0c\u5305\u62ec\u5b9e\u4f53\u8ffd\u8e2a\u548c hreflang \u5339\u914d\uff0c\u5e2e\u4f60\u8282\u7701\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\uff08\u767d\u677f\u6570\u5b57\u5316\u7248\u672c\uff0c\u6982\u8ff0\u4e86\u968f\u5fc3\u7f16\u7a0b\u6253\u9020\u81ea\u6709 SEO \u5de5\u5177\u7684\u60f3\u6cd5\u548c\u6b65\u9aa4\uff09<br><em>\u70b9\u51fb\u4e0a\u65b9\u767d\u677f\u56fe\u7247\u53ef\u6253\u5f00\u9ad8\u6e05\u5927\u56fe\uff01<\/em><\/p>\n\n\n\n<p>\u5927\u5bb6\u597d\u3002\u6211\u662f Gus Pelogia\uff0cSEO \u4ea7\u54c1\u7ecf\u7406\u3002\u4eca\u5929\u6211\u8981\u8ddf\u5927\u5bb6\u804a\u804a\u5982\u4f55\u968f\u5fc3\u7f16\u7a0b\u6253\u9020\u4f60\u81ea\u5df1\u7684 SEO \u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u5f00\u95e8\u89c1\u5c71\u5730\u8bf4\uff0c\u6211\u4e0d\u662f\u5728\u4fdd\u8bc1\u4f60\u80fd\u6784\u5efa\u51fa\u4e0b\u4e00\u4e2a\u9769\u547d\u6027\u7684 AI SaaS 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\u5f00\u59cb\u3002\u4f60\u4e5f\u53ef\u4ee5\u5c1d\u8bd5\u5176\u4ed6\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u4f60\u53ef\u80fd\u9700\u8981\u4e00\u4e2a API \u6765\u8fde\u63a5\u4f60\u7684 LLM \u548c\u4ee3\u7801\u8fd0\u884c\u7684\u73af\u5883\u3002\u4f60\u7684\u4ee3\u7801\u53ef\u4ee5\u653e\u5728 Google Colab \u4e0a\uff0c\u8fd9\u662f\u4e00\u4e2a\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\u7684 Python \u73af\u5883\uff0c\u4f60\u4ec0\u4e48\u90fd\u4e0d\u7528\u5b89\u88c5\u3002\u4f60\u53ea\u9700\u8981\u628a\u4ee3\u7801\u4ece LLM \u590d\u5236\u8fc7\u6765\uff0c\u7c98\u8d34\u8fdb\u53bb\uff0c\u7136\u540e\u5947\u8ff9\u5c31\u4f1a\u53d1\u751f\u3002\u6216\u8005\u4f60\u4e5f\u53ef\u4ee5\u9009\u62e9 Google Sheets \u8fd9\u7c7b\u4f60\u66f4\u719f\u6089\u7684\u73af\u5883\u6765\u8fd0\u884c\u5de5\u5177\u3002\u4e24\u79cd\u65b9\u5f0f\u90fd\u53ef\u4ee5\u3002<\/p>\n\n\n\n<p><strong>\u5982\u4f55\u7f16\u5199\u4f60\u7684\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u6765\u7a0d\u5fae\u8fc7\u4e00\u4e0b\u8fd9\u4e2a\u8fc7\u7a0b\u3002\u6211\u4e0d\u4f1a\u5728\u8fd9\u91cc\u7ed9\u4f60\u8bfb\u4e00\u6574\u4e2a\u63d0\u793a\u8bcd\u3002\u6211\u4eec\u53ef\u4ee5\u628a\u5b83\u4eec\u653e\u5230\u8fd9\u4e2a\u89c6\u9891\u5bf9\u5e94\u7684\u535a\u5ba2\u6587\u7ae0\u91cc\u3002\u4f46\u4f60\u9700\u8981\u9075\u5faa\u51e0\u4e2a\u539f\u5219\u3002\u4f60\u53ef\u80fd\u4f1a\u627e\u5230\u4e0d\u540c\u7684\u505a\u6cd5\uff0c\u8fd9\u662f\u6211\u559c\u6b22\u7684\u505a\u6cd5\uff0c\u5b83\u5bf9\u6211\u6709\u6548\uff0c\u6240\u4ee5\u6211\u5f88\u4e50\u610f\u5206\u4eab\u3002<\/p>\n\n\n\n<p>\u6211\u59cb\u7ec8\u5728\u63d0\u793a\u8bcd\u7684\u5f00\u5934\u8bf4\u660e\uff1a\u6211\u60f3\u8981\u4e00\u6bb5\u7528\u4e8e&nbsp;<strong>Google Colab<\/strong>&nbsp;\u6216&nbsp;<strong>Google Sheets<\/strong>&nbsp;\u7684\u4ee3\u7801\u3002\u8fd9\u6837 AI \u5c31\u77e5\u9053\u5b83\u9700\u8981\u7528\u54ea\u79cd\u8bed\u8a00\u548c\u4ec0\u4e48\u683c\u5f0f\u6765\u8f93\u51fa\u3002\u5b83\u4e5f\u77e5\u9053 Google Colab \u4e0a\u5df2\u7ecf\u9884\u88c5\u4e86\u54ea\u4e9b\u4e1c\u897f\uff0c\u6240\u4ee5\u4f60\u4e0d\u5fc5\u62c5\u5fc3\u4ee3\u7801\u51fa\u9519\u6216\u8fd0\u884c\u7ed3\u679c\u4e0d\u7b26\u5408\u9884\u671f\u3002<\/p>\n\n\n\n<p>\u7136\u540e\uff0c\u4f60\u8981\u786e\u4fdd\u8c03\u7528\u4f60\u9700\u8981\u7684 API\u3002\u4ee5\u6211\u4e3a\u4f8b\uff0c\u6211\u4f7f\u7528\u7684\u662f OpenAI API\u3002\u63a5\u7740\uff0c\u4e00\u5b9a\u8981\u8981\u6c42\u8fd4\u56de CSV \u683c\u5f0f\u3002\u6211\u7684\u505a\u6cd5\u662f\uff1a\u6211\u603b\u662f\u4e0a\u4f20\u4e00\u4e2a CSV \u6587\u4ef6\uff0c\u5e76\u4e14\u5e0c\u671b\u4ee3\u7801\u5904\u7406\u540e\u7684\u8f93\u51fa\u7ed3\u679c\u4e5f\u4ee5 CSV \u683c\u5f0f\u8fd4\u56de\u7ed9\u6211\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u8981\u975e\u5e38\u76f4\u63a5\u3001\u660e\u786e\u5730\u8bf4\u660e\u4f60\u8868\u683c\u4e2d\u7684\u5404\u4e2a\u5143\u7d20\u3002\u4f8b\u5982\uff1aA \u5217\u662f URL\uff0cB \u5217\u662f\u5411\u91cf\u5d4c\u5165\uff08embeddings\uff09\uff0cC \u5217\u662f\u6807\u7b7e\u3002\u4e0d\u7ba1\u662f\u4ec0\u4e48\uff0c\u53ea\u8981\u6e05\u695a\u5730\u58f0\u660e\u6bcf\u4e00\u5217\u7684\u5185\u5bb9\uff0cAI \u5c31\u80fd\u5f88\u5bb9\u6613\u7406\u89e3\u4fe1\u606f\u4ece\u54ea\u91cc\u6765\u3001\u8981\u5230\u54ea\u91cc\u53bb\u3002<\/p>\n\n\n\n<p><strong>\u9700\u8981\u5b66\u4e60\u7684\u57fa\u672c\u6982\u5ff5<\/strong><\/p>\n\n\n\n<p>\uff08\u767d\u677f\u5c40\u90e8\u653e\u5927\u56fe\uff0c\u663e\u793a\u9700\u8981\u4e86\u89e3\u7684\u57fa\u672c\u6982\u5ff5\uff09<\/p>\n\n\n\n<p>\u5728\u8fd9\u6837\u7684\u573a\u666f\u4e0b\uff0c\u6709\u4e00\u4e9b\u57fa\u672c\u6982\u5ff5\u975e\u5e38\u91cd\u8981\uff0c\u8fd9\u4e9b\u6982\u5ff5\u4e0e\u6211\u63a5\u4e0b\u6765\u8981\u5411\u5927\u5bb6\u5c55\u793a\u7684\u5de5\u5177\u2014\u2014\u4e00\u4e9b\u6211\u5c1d\u8bd5\u5e76\u6d4b\u8bd5\u8fc7\u7684\u60f3\u6cd5\u2014\u2014\u5bc6\u5207\u76f8\u5173\u3002\u4f60\u4e5f\u53ef\u4ee5\u76f4\u63a5\u53bb\u521b\u9020\u5c5e\u4e8e\u81ea\u5df1\u7684\u5de5\u5177\uff0c\u8fd9\u5b8c\u5168\u6ca1\u6709\u95ee\u9898\uff0c\u8fd9\u672c\u6765\u5c31\u662f\u8fd9\u91cc\u7684\u6838\u5fc3\u610f\u56fe\u3002<\/p>\n\n\n\n<p><strong>\u5411\u91cf\u5d4c\u5165\uff08Vector Embeddings\uff09<\/strong>&nbsp;\u672c\u8d28\u4e0a\u662f\u5c06\u5355\u8bcd\u8f6c\u5316\u4e3a\u6570\u5b57\uff0c\u5e76\u4e3a\u4f60\u7684\u9875\u9762\u521b\u5efa\u4e00\u4e2a\u8bed\u6599\u5e93\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8be5\u9875\u9762\u4e0a\u6240\u6709\u7684\u8bcd\u653e\u5728\u4e00\u8d77\u65f6\u5c31\u5177\u6709\u4e86\u7279\u5b9a\u7684\u542b\u4e49\u3002\u5d4c\u5165\u4f1a\u4ece\u4f60\u7684\u9875\u9762\u4e2d\u63d0\u53d6\u51fa\u6240\u6709\u8fd9\u4e9b\u4fe1\u606f\u3002\u63a5\u4e0b\u6765\u662f<strong>\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff08Cosine Similarity\uff09<\/strong>\uff0c\u5b83\u4f1a\u67e5\u770b\u9875\u9762 A\u3001\u9875\u9762 B\u3001\u9875\u9762 C \u7684\u8bed\u6599\u5e93\uff0c\u6216\u8005\u6807\u7b7e\u3001\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u4f60\u653e\u5728\u4e0d\u540c\u5217\u91cc\u7684\u4fe1\u606f\uff0c\u7136\u540e\u901a\u8fc7\u4f59\u5f26\u76f8\u4f3c\u5ea6\u6765\u5339\u914d\uff0c\u5224\u65ad A \u7684\u4fe1\u606f\u4e0e B \u7684\u4fe1\u606f\u6709\u591a\u63a5\u8fd1\u3002<\/p>\n\n\n\n<p>\u4f60\u4e5f\u53ef\u4ee5\u5c1d\u8bd5\u4f7f\u7528\u5176\u4ed6\u4e00\u4e9b API\u3002\u6211\u66fe\u7ecf\u7528&nbsp;<strong>Google Knowledge Graph API<\/strong>&nbsp;\u505a\u8fc7\u4e00\u4e9b\u4e8b\u60c5\uff0c\u4f60\u53ef\u4ee5\u4ece\u4e2d\u83b7\u53d6\u4e00\u4e9b\u6765\u81ea Google \u7684\u4fe1\u606f\u3002\u4f46\u4f60\u53ea\u9700\u8981\u77e5\u9053\u4f60\u9700\u8981\u8c03\u7528\u8fd9\u4e2a\u7279\u5b9a\u7684 API\uff0c\u6bd4\u5982\u4f60\u53ef\u80fd\u9700\u8981\u77e5\u9053\u8fd9\u4e2a API \u7684\u540d\u5b57\u7b49\u7b49\u3002\u4f60\u4ecd\u7136\u9700\u8981\u81ea\u5df1\u53bb\u83b7\u53d6 API \u5bc6\u94a5\u3002\u6709\u4e9b\u662f\u6309\u4f7f\u7528\u91cf\u4ed8\u8d39\u7684\uff0c\u6bd4\u5982 OpenAI\u3002\u6709\u4e9b\u53ef\u80fd\u6709\u514d\u8d39\u989d\u5ea6\u3002\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f Gemini \u6216\u8005 Google Knowledge Graph\uff0c\u81f3\u5c11\u5728\u8bd5\u7528\u4e00\u5c0f\u6bb5\u65f6\u95f4\u5185\u662f\u4e0d\u9700\u8981\u82b1\u94b1\u7684\u3002<\/p>\n\n\n\n<p><strong>\u793a\u4f8b\u63d0\u793a\u8bcd<\/strong><\/p>\n\n\n\n<p><strong>\u76f8\u5173\u6587\u7ae0<\/strong><\/p>\n\n\n\n<p>\u6211\u9700\u8981\u4e00\u6bb5\u80fd\u4f7f\u7528 OpenAI \u7684 Google Colab \u4ee3\u7801\uff0c\u7528\u6765\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u68c0\u67e5 C \u5217\u4e2d\u5df2\u6709\u7684\u5411\u91cf\u5d4c\u5165\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff0c\u4e3a\u6bcf\u4e2a\u8bed\u8a00\u533a\u57df\uff08\u8bed\u8a00\u533a\u57df\u6807\u8bc6\u5728 A \u5217\uff09\u5339\u914d\u51fa\u4e24\u4e2a\u5efa\u8bae\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u76ee\u6807\u662f\u4ece\u6bcf\u4e2a\u8bed\u8a00\u533a\u57df\u4e2d\u627e\u5230\u5f7c\u6b64\u6700\u76f8\u4f3c\u7684\u9875\u9762\uff0c\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e9b\u9875\u9762\u4e4b\u95f4\u6dfb\u52a0 hreflang\u3002<\/p>\n\n\n\n<p>\u6211\u4f1a\u4e0a\u4f20\u4e00\u4e2a\u5305\u542b\u8fd9\u4e9b\u5217\u7684 CSV \u6587\u4ef6\uff0c\u5e76\u5e0c\u671b\u8fd4\u56de\u4e00\u4e2a\u5305\u542b\u7b54\u6848\u7684 CSV \u6587\u4ef6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u77e5\u8bc6\u56fe\u8c31<\/strong><\/p>\n\n\n\n<p>\u7f16\u5199\u4e00\u4e2a Google Apps Script\uff0c\u8c03\u7528 Google Knowledge Graph API\uff0c\u641c\u7d22\u7279\u5b9a\u67e5\u8be2\uff08\u4f8b\u5982\u201cTaylor Swift\u201d\uff09\uff0c\u5e76\u6253\u5370\u51fa\u4ee5\u4e0b\u5b57\u6bb5\uff1a@id\u3001name\u3001@type\u3001description\u3001url \u548c resultScore\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u67e5\u8be2\u6ca1\u6709\u8fd4\u56de\u6709\u6548\u7ed3\u679c\uff0c\u8bf7\u6253\u5370\u6d88\u606f\uff1a\u201c\u8be5\u67e5\u8be2\u4e0d\u5728\u77e5\u8bc6\u56fe\u8c31\u9762\u677f\u4e2d\u201d\u3002<\/p>\n\n\n\n<p>\u8bf7\u6307\u5bfc\u6211\u5982\u4f55\u5c06\u5176\u6dfb\u52a0\u5230 Google Sheets \u4e2d\uff0c\u4ee5\u6bcf\u5929\u89e6\u53d1\u66f4\u65b0\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528\u6765\u81ea Moz API \u7684\u6279\u91cf SEO \u6570\u636e\u548c\u6307\u6807\u6765\u6269\u5c55\u4f60\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator 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class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u67e5\u627e\u76f8\u5173\u9875\u9762<\/strong><\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u4e5f\u8bb8\u4f60\u60f3\u67e5\u627e\u76f8\u5173\u9875\u9762\uff0c\u8fd9\u540c\u6837\u662f\u5411\u91cf\u5d4c\u5165\u548c\u4f59\u5f26\u76f8\u4f3c\u5ea6\u7684\u7ec4\u5408\u3002<\/p>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u4e0a\u4f20\u4f60\u7684\u9875\u9762\u5217\u8868\u548c\u5411\u91cf\u5d4c\u5165\uff0c\u5b83\u4f1a\u627e\u51fa\u5927\u91cf\u5339\u914d\u9879\u3002Moz \u535a\u5ba2\u4e0a\u6709\u4e00\u7bc7\u6587\u7ae0\u89e3\u91ca\u4e86\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc\u52a0\u4e0a\u94fe\u63a5\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4eca\u5929\u7684\u5185\u5bb9\u5c31\u662f\u8fd9\u4e9b\u3002\u6211\u662f Gus Pelogia\uff0c\u5e0c\u671b\u4f60\u4e5f\u5bf9\u201c\u968f\u5fc3\u7f16\u7a0b\u201d\u6253\u9020\u81ea\u5df1\u7684 SEO 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