{"id":1318,"date":"2025-03-10T02:07:21","date_gmt":"2025-03-09T18:07:21","guid":{"rendered":"https:\/\/www.buygoogle.cc\/blog\/?p=1318"},"modified":"2025-03-10T02:44:38","modified_gmt":"2025-03-09T18:44:38","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e9%87%8d%e5%ae%9a%e5%90%91%e6%98%a0%e5%b0%84%e5%8a%a0%e9%80%9f%e7%ab%99%e7%82%b9%e8%bf%81%e7%a7%bb","status":"publish","type":"post","link":"https:\/\/www.buygoogle.cc\/blog\/?p=1318","title":{"rendered":"\u5982\u4f55\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u91cd\u5b9a\u5411\u6620\u5c04\u52a0\u901f\u7ad9\u70b9\u8fc1\u79fb"},"content":{"rendered":"<div class=\"bialty-container\">\n<p><span>\u8fc1\u79fb\u5927\u578b\u7f51\u7ad9\u603b\u662f\u4ee4\u4eba\u671b\u800c\u751f\u754f\u3002\u8bb8\u591a\u79fb\u52a8\u90e8\u4ef6\u3001\u6280\u672f\u6311\u6218\u548c\u5229\u76ca\u76f8\u5173\u8005\u7ba1\u7406\u90fd\u5173\u7cfb\u5230\u5de8\u5927\u7684\u6d41\u91cf\u3002<\/span><\/p>\n<p><span>\u4ece\u5386\u53f2\u4e0a\u770b\uff0c\u8fc1\u79fb\u8ba1\u5212\u4e2d\u6700\u7e41\u91cd\u7684\u4efb\u52a1\u4e4b\u4e00\u662f\u91cd\u5b9a\u5411\u6620\u5c04\u3002\u5c06\u5f53\u524d\u7f51\u7ad9\u4e0a\u7684 URL \u4e0e\u65b0\u7f51\u7ad9\u4e0a\u7684\u7b49\u6548\u7248\u672c\u8fdb\u884c\u5339\u914d\u662f\u4e00\u4e2a\u8270\u82e6\u7684\u8fc7\u7a0b\u3002<\/span><\/p>\n<p><span>\u5e78\u8fd0\u7684\u662f\uff0c\u8fd9\u9879\u4efb\u52a1\u4ee5\u524d\u53ef\u80fd\u9700\u8981\u591a\u4e2a\u56e2\u961f\u4ed4\u7ec6\u68c0\u67e5\u6570\u5343\u4e2a URL\uff0c\u800c\u73b0\u4ee3 AI \u6a21\u578b\u53ef\u4ee5\u5927\u5927\u52a0\u5feb\u8fd9\u4e00\u901f\u5ea6\u3002<\/span><\/p>\n<h2 id=\"h-should-you-use-ai-for-redirect-mapping\" class=\"wp-block-heading\"><span>\u60a8\u662f\u5426\u5e94\u8be5\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u91cd\u5b9a\u5411\u6620\u5c04\uff1f<\/span><\/h2>\n<p><span>\u5728\u8fc7\u53bb\u7684\u4e00\u5e74\u91cc\uff0c\u201cAI\u201d\u4e00\u8bcd\u5df2\u7ecf\u4e0e\u201cChatGPT\u201d\u6df7\u4e3a\u4e00\u8c08\uff0c\u56e0\u6b64\u4ece\u4e00\u5f00\u59cb\u5c31\u8981\u660e\u786e\u4e00\u70b9\uff0c\u6211\u4eec\u5e76\u4e0d\u662f\u5728\u8c08\u8bba\u4f7f\u7528\u57fa\u4e8e\u751f\u6210 AI\/LLM \u7684\u7cfb\u7edf\u6765\u8fdb\u884c\u91cd\u5b9a\u5411\u6620\u5c04\u3002\u00a0<\/span><\/p>\n<p><span>\u867d\u7136 ChatGPT \u4e4b\u7c7b\u7684\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u67d0\u4e9b\u4efb\u52a1\uff0c\u4f8b\u5982\u4e3a\u91cd\u5b9a\u5411\u903b\u8f91\u7f16\u5199\u68d8\u624b\u7684\u6b63\u5219\u8868\u8fbe\u5f0f\uff0c\u4f46\u53ef\u80fd\u5bfc\u81f4\u5e7b\u89c9\u7684\u751f\u6210\u5143\u7d20\u53ef\u80fd\u4f1a\u7ed9\u6211\u4eec\u5e26\u6765\u51c6\u786e\u6027\u95ee\u9898\u3002<\/span><\/p>\n<h2 id=\"h-advantages-of-using-ai-for-redirect-mapping\" class=\"wp-block-heading\"><span>\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u91cd\u5b9a\u5411\u6620\u5c04\u7684\u4f18\u52bf<\/span><\/h2>\n<h3 id=\"h-speed\" class=\"wp-block-heading\"><span>\u901f\u5ea6<\/span><\/h3>\n<p><span>\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u91cd\u5b9a\u5411\u6620\u5c04\u7684\u4e3b\u8981\u4f18\u52bf\u5728\u4e8e\u901f\u5ea6\u6781\u5feb\u3002\u51e0\u5206\u949f\u5185\u5373\u53ef\u751f\u6210 10,000 \u4e2a URL \u7684\u521d\u59cb\u6620\u5c04\uff0c\u51e0\u4e2a\u5c0f\u65f6\u5185\u5373\u53ef\u8fdb\u884c\u4eba\u5de5\u5ba1\u6838\u3002\u5982\u679c\u4e00\u4e2a\u4eba\u624b\u52a8\u5b8c\u6210\u6b64\u8fc7\u7a0b\uff0c\u901a\u5e38\u9700\u8981\u51e0\u5929\u7684\u65f6\u95f4\u3002<\/span><\/p>\n<h3 id=\"h-scalability\" class=\"wp-block-heading\"><span>\u53ef\u6269\u5c55\u6027<\/span><\/h3>\n<p><span>\u4f7f\u7528 AI \u5e2e\u52a9\u6620\u5c04\u91cd\u5b9a\u5411\u662f\u4e00\u79cd\u53ef\u4ee5\u5728\u5305\u542b 100 \u4e2a\u6216\u8d85\u8fc7 1,000,000 \u4e2a URL \u7684\u7f51\u7ad9\u4e0a\u4f7f\u7528\u7684\u65b9\u6cd5\u3002\u5927\u578b\u7f51\u7ad9\u4e5f\u5f80\u5f80\u66f4\u5177\u7a0b\u5e8f\u5316\u6216\u6a21\u677f\u5316\uff0c\u56e0\u6b64\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u66f4\u51c6\u786e\u5730\u8fdb\u884c\u76f8\u4f3c\u6027\u5339\u914d\u3002<\/span><\/p>\n<h3 id=\"h-efficiency\" class=\"wp-block-heading\"><span>\u6548\u7387<\/span><\/h3>\n<p><span>\u5bf9\u4e8e\u8f83\u5927\u7684\u7ad9\u70b9\uff0c\u591a\u4eba\u7684\u5de5\u4f5c\u53ef\u7531\u5177\u6709\u6b63\u786e\u77e5\u8bc6\u7684\u5355\u4eba\u8f7b\u677e\u5904\u7406\uff0c\u4ece\u800c\u817e\u51fa\u540c\u4e8b\u6765\u534f\u52a9\u8fc1\u79fb\u7684\u5176\u4ed6\u90e8\u5206\u3002<\/span><\/p>\n<h3 id=\"h-accuracy\" class=\"wp-block-heading\"><span>\u51c6\u786e\u6027<\/span><\/h3>\n<p><span>\u867d\u7136\u81ea\u52a8\u5316\u65b9\u6cd5\u4f1a\u4f7f\u4e00\u4e9b\u91cd\u5b9a\u5411\u201c\u9519\u8bef\u201d\uff0c\u4f46\u6839\u636e\u6211\u7684\u7ecf\u9a8c\uff0c\u91cd\u5b9a\u5411\u7684\u6574\u4f53\u51c6\u786e\u6027\u66f4\u9ad8\uff0c\u56e0\u4e3a\u8f93\u51fa\u53ef\u4ee5\u6307\u5b9a\u5339\u914d\u7684\u76f8\u4f3c\u6027\uff0c\u4e3a\u4eba\u5de5\u5ba1\u6838\u4eba\u5458\u63d0\u4f9b\u6307\u5bfc\uff0c\u8ba9\u4ed6\u4eec\u77e5\u9053\u6700\u9700\u8981\u5173\u6ce8\u7684\u5730\u65b9<\/span><\/p>\n<h2 id=\"h-disadvantages-of-using-ai-for-redirect-mapping\" class=\"wp-block-heading\"><span>\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u91cd\u5b9a\u5411\u6620\u5c04\u7684\u7f3a\u70b9<\/span><\/h2>\n<h3 id=\"h-over-reliance\" class=\"wp-block-heading\"><span>\u8fc7\u5ea6\u4f9d\u8d56<\/span><\/h3>\n<p><span>\u4f7f\u7528\u81ea\u52a8\u5316\u5de5\u5177\u4f1a\u8ba9\u4eba\u81ea\u6ee1\uff0c\u8fc7\u5ea6\u4f9d\u8d56\u8f93\u51fa\u3002\u5bf9\u4e8e\u5982\u6b64\u91cd\u8981\u200b\u200b\u7684\u4efb\u52a1\uff0c\u603b\u662f\u9700\u8981\u4eba\u5de5\u5ba1\u6838\u3002<\/span><\/p>\n<h3 id=\"h-training\" class=\"wp-block-heading\"><span>\u8bad\u7ec3<\/span><\/h3>\n<p><span>\u811a\u672c\u662f\u9884\u5148\u7f16\u5199\u7684\uff0c\u6d41\u7a0b\u5f88\u7b80\u5355\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u8bb8\u591a\u4eba\u6765\u8bf4\uff0c\u8fd9\u5c06\u662f\u5168\u65b0\u7684\u4f53\u9a8c\uff0c\u800c\u50cf Google Colab \u8fd9\u6837\u7684\u73af\u5883\u53ef\u80fd\u4f1a\u4ee4\u4eba\u751f\u754f\u3002<\/span><\/p>\n<h3 id=\"h-output-variance-nbsp\" class=\"wp-block-heading\"><span>\u8f93\u51fa\u65b9\u5dee\u00a0<\/span><\/h3>\n<p><span>\u867d\u7136\u8f93\u51fa\u662f\u786e\u5b9a\u6027\u7684\uff0c\u4f46\u6a21\u578b\u5728\u67d0\u4e9b\u7f51\u7ad9\u4e0a\u7684\u8868\u73b0\u4f1a\u6bd4\u5176\u4ed6\u7f51\u7ad9\u66f4\u597d\u3002\u6709\u65f6\uff0c\u8f93\u51fa\u53ef\u80fd\u5305\u542b\u201c\u611a\u8822\u201d\u7684\u9519\u8bef\uff0c\u8fd9\u4e9b\u9519\u8bef\u5bf9\u4e8e\u4eba\u7c7b\u6765\u8bf4\u5f88\u660e\u663e\uff0c\u4f46\u5bf9\u4e8e\u673a\u5668\u6765\u8bf4\u66f4\u96be\u53d1\u73b0\u3002<\/span><\/p>\n<h2 id=\"h-a-step-by-step-guide-for-url-mapping-with-ai\" class=\"wp-block-heading\"><span>\u4f7f\u7528 AI \u8fdb\u884c URL \u6620\u5c04\u7684\u5206\u6b65\u6307\u5357<\/span><\/h2>\n<p><span>\u5728\u6b64\u8fc7\u7a0b\u7ed3\u675f\u65f6\uff0c\u6211\u4eec\u7684\u76ee\u6807\u662f\u901a\u8fc7\u5c06\u6211\u4eec\u5b9e\u65f6\u7f51\u7ad9\u4e0a\u7684\u539f\u59cb URL \u6620\u5c04\u5230\u6211\u4eec\u6682\u5b58\uff08\u65b0\uff09\u7f51\u7ad9\u4e0a\u7684\u76ee\u6807 URL\uff0c\u6765\u751f\u6210\u4e00\u4e2a\u5217\u51fa\u201c\u6765\u81ea\u201d\u548c\u201c\u5230\u201dURL \u7684\u7535\u5b50\u8868\u683c\u3002<\/span><\/p>\n<p><span>\u5bf9\u4e8e\u6b64\u793a\u4f8b\uff0c\u4e3a\u4e86\u7b80\u5355\u8d77\u89c1\uff0c\u6211\u4eec\u5c06\u4ec5\u6620\u5c04\u6211\u4eec\u7684 HTML \u9875\u9762\uff0c\u800c\u4e0d\u662f CSS \u6216\u56fe\u50cf\u7b49\u5176\u4ed6\u8d44\u4ea7\uff0c\u5c3d\u7ba1\u8fd9\u4e5f\u662f\u53ef\u80fd\u7684\u3002<\/span><\/p>\n<h3 id=\"h-tools-we-ll-be-using\" class=\"wp-block-heading\"><span>\u6211\u4eec\u5c06\u4f7f\u7528\u7684\u5de5\u5177<\/span><\/h3>\n<ul class=\"wp-block-list\">\n<li><strong><span>Screaming Frog \u7f51\u7ad9\u722c\u866b<\/span><\/strong><span>\uff1aScreaming Frog \u662f\u4e00\u4e2a\u5f3a\u5927\u800c\u7075\u6d3b\u7684\u7f51\u7ad9\u722c\u866b\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u5b83\u6765\u6536\u96c6\u5339\u914d\u6240\u9700\u7684 URL \u548c\u76f8\u5173\u5143\u6570\u636e\u3002<\/span><\/li>\n<li><strong><span>Google Colab\uff1a<\/span><\/strong><span>\u4e00\u79cd\u4f7f\u7528 Jupyter \u7b14\u8bb0\u672c\u73af\u5883\u7684\u514d\u8d39\u4e91\u670d\u52a1\uff0c\u5141\u8bb8\u60a8\u76f4\u63a5\u4ece\u6d4f\u89c8\u5668\u8fd0\u884c\u591a\u79cd\u8bed\u8a00\uff0c\u800c\u65e0\u9700\u5728\u672c\u5730\u5b89\u88c5\u4efb\u4f55\u4e1c\u897f\u3002\u6211\u4eec\u5c06\u4f7f\u7528 Google Colab \u8fd0\u884c Python \u811a\u672c\u6765\u6267\u884c URL \u5339\u914d\u3002<\/span><\/li>\n<li><a href=\"https:\/\/colab.research.google.com\/drive\/1Y4msGtQf44IRzCotz8KMy0oawwZ2yIbT?usp=sharing\" target=\"_blank\" rel=\"noopener\"><strong><span>\u7528\u4e8e\u7ad9\u70b9\u8fc1\u79fb\u7684\u81ea\u52a8\u91cd\u5b9a\u5411\u5339\u914d\u5668<\/span><\/strong><\/a><strong><span>\uff1a<\/span><\/strong><span>\u6211\u4eec\u5c06\u5728 Colab \u4e2d\u8fd0\u884c<\/span><a href=\"https:\/\/www.linkedin.com\/in\/dpe1\/\" target=\"_blank\" rel=\"noopener\"><span>Daniel Emery<\/span><\/a><span>\u7f16\u5199\u7684 Python \u811a\u672c<\/span><\/li>\n<\/ul>\n<h3 id=\"h-step-1-crawl-your-live-website-with-screaming-frog\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 1\uff1a\u4f7f\u7528 Screaming Frog \u722c\u53d6\u4f60\u7684\u5b9e\u65f6\u7f51\u7ad9<\/span><\/h3>\n<p><span>\u60a8\u9700\u8981\u5bf9\u60a8\u7684\u7f51\u7ad9\u6267\u884c\u6807\u51c6\u6293\u53d6\u3002\u6839\u636e\u60a8\u7f51\u7ad9\u7684\u6784\u5efa\u65b9\u5f0f\uff0c\u8fd9\u53ef\u80fd\u9700\u8981\u6216\u4e0d\u9700\u8981<\/span><a href=\"https:\/\/www.screamingfrog.co.uk\/seo-spider\/tutorials\/crawl-javascript-seo\/#:~:text=If%20you'd%20prefer%20to,Rendering'%20and%20save%20your%20configuration.\" target=\"_blank\" rel=\"noopener\"><span>JavaScript \u6293\u53d6<\/span><\/a><span>\u3002\u76ee\u6807\u662f\u751f\u6210\u5c3d\u53ef\u80fd\u591a\u7684\u53ef\u8bbf\u95ee\u7f51\u7ad9\u9875\u9762\u5217\u8868\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437796 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;\u4f7f\u7528 Screaming Frog \u722c\u53d6\u4f60\u7684\u5b9e\u65f6\u7f51\u7ad9&#8221; width=&#8221;1264&#8243; height=&#8221;586&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog.png.webp 1264w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog-600&#215;278.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog-800&#215;371.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog-200&#215;93.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog-768&#215;356.png.webp 768w&#8221; data-lazy-sizes=&#8221;(max-width: 1264px) 100vw, 1264px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Crawl-your-live-website-with-Screaming-Frog.png.webp&#8221; \/&gt;<\/figure>\n<\/div>\n<h3 id=\"h-step-2-export-html-pages-with-200-status-code\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 2\uff1a\u5bfc\u51fa\u5e26\u6709 200 \u72b6\u6001\u4ee3\u7801\u7684 HTML \u9875\u9762<\/span><\/h3>\n<p><span>\u4e00\u65e6\u722c\u53d6\u5b8c\u6210\uff0c\u6211\u4eec\u5e0c\u671b\u5bfc\u51fa\u6240\u6709\u627e\u5230\u7684\u5e26\u6709 200 \u72b6\u6001\u4ee3\u7801\u7684 HTML URL\u3002<\/span><\/p>\n<p><span>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5728\u5de6\u4e0a\u89d2\u7684\u4e0b\u62c9\u83dc\u5355\u4e2d\u9009\u62e9\u201cHTML\u201d\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437797 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;\u5c16\u53eb\u7684\u9752\u86d9 &#8211; \u7a81\u51fa\u663e\u793a &#8211; HTML \u8fc7\u6ee4\u5668&#8221; width=&#8221;580&#8243; height=&#8221;282&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Screaming-Frog-Highlighted-HTML-filter.png.webp 580w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Screaming-Frog-Highlighted-HTML-filter-200&#215;97.png.webp 200w&#8221; data-lazy-sizes=&#8221;(max-width: 580px) 100vw, 580px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Screaming-Frog-Highlighted-HTML-filter.png.webp&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u63a5\u4e0b\u6765\uff0c\u5355\u51fb\u53f3\u4e0a\u89d2\u7684\u6ed1\u5757\u8fc7\u6ee4\u5668\u56fe\u6807\u5e76\u521b\u5efa\u4e00\u4e2a\u5305\u542b 200 \u7684<\/span><em><span>\u72b6\u6001\u4ee3\u7801<\/span><\/em><span>\u8fc7\u6ee4\u5668\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437798 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;\u7a81\u51fa\u663e\u793a\uff1a\u81ea\u5b9a\u4e49\u8fc7\u6ee4\u5668\u9009\u9879&#8221; width=&#8221;1002&#8243; height=&#8221;366&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options.png.webp 1002w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options-600&#215;219.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options-800&#215;292.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options-200&#215;73.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options-768&#215;281.png.webp 768w&#8221; data-lazy-sizes=&#8221;(max-width: 1002px) 100vw, 1002px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Custom-filter-options.png.webp&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u6700\u540e\uff0c\u5355\u51fb<\/span><em><span>\u201c\u5bfc\u51fa\u201d<\/span><\/em><span>\u5c06\u6570\u636e\u4fdd\u5b58\u4e3a CSV\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437799 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;\u7a81\u51fa\u663e\u793a\uff1a\u5bfc\u51fa\u6309\u94ae&#8221; width=&#8221;521&#8243; height=&#8221;263&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Export-button.png.webp 521w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Export-button-200&#215;101.png.webp 200w&#8221; data-lazy-sizes=&#8221;(max-width: 521px) 100vw, 521px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-Export-button.png.webp&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u8fd9\u5c06\u4e3a\u60a8\u63d0\u4f9b\u6211\u4eec\u5f53\u524d\u6d3b\u52a8\u7684 URL \u5217\u8868\u4ee5\u53ca Screaming Frog \u6536\u96c6\u7684\u6240\u6709\u9ed8\u8ba4\u5143\u6570\u636e\uff0c\u4f8b\u5982\u6807\u9898\u548c\u6807\u9898\u6807\u7b7e\u3002\u5c06\u6b64\u6587\u4ef6\u53e6\u5b58\u4e3a<\/span><em><span>origin.csv<\/span><\/em><span>\u3002<\/span><\/p>\n<p><strong><span>\u91cd\u8981\u63d0\u793a\uff1a<\/span><\/strong><span>\u60a8\u7684\u5b8c\u6574\u8fc1\u79fb\u8ba1\u5212\u9700\u8981\u8003\u8651\u73b0\u6709 301 \u91cd\u5b9a\u5411\u548c\u53ef\u80fd\u4e3a\u60a8\u7684\u7f51\u7ad9\u5e26\u6765\u6d41\u91cf\u4f46\u65e0\u6cd5\u901a\u8fc7\u521d\u59cb\u6293\u53d6\u8bbf\u95ee\u7684 URL \u7b49\u56e0\u7d20\u3002\u672c\u6307\u5357\u4ec5\u7528\u4e8e\u6f14\u793a\u6b64 URL \u6620\u5c04\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\uff0c\u5e76\u975e\u8be6\u5c3d\u6307\u5357\u3002<\/span><\/p>\n<h3 id=\"h-step-3-repeat-steps-1-and-2-for-your-staging-website\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 3\uff1a\u9488\u5bf9\u60a8\u7684\u4e34\u65f6\u7f51\u7ad9\u91cd\u590d\u6b65\u9aa4 1 \u548c 2<\/span><\/h3>\n<p><span>\u6211\u4eec\u73b0\u5728\u9700\u8981\u4ece\u6211\u4eec\u7684\u767b\u53f0\u7f51\u7ad9\u6536\u96c6\u76f8\u540c\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n<p><span>\u6839\u636e\u60a8\u7684\u767b\u53f0\u7f51\u7ad9\u7684\u5b89\u5168\u65b9\u5f0f\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u8bf8\u5982<\/span><a href=\"https:\/\/www.screamingfrog.co.uk\/seo-spider\/tutorials\/crawling-password-protected-websites\/\" target=\"_blank\" rel=\"noopener\"><span>Screaming Frog \u7684\u8868\u5355\u8eab\u4efd\u9a8c\u8bc1<\/span><\/a><span>\u7b49\u529f\u80fd\uff08\u5982\u679c\u53d7\u5bc6\u7801\u4fdd\u62a4\uff09\u3002<\/span><\/p>\n<p><span>\u722c\u53d6\u5b8c\u6210\u540e\uff0c\u60a8\u5e94\u8be5\u5bfc\u51fa\u6570\u636e\u5e76\u5c06\u6b64\u6587\u4ef6\u4fdd\u5b58\u4e3a<\/span><em><span>destination.csv<\/span><\/em><span>\u3002<\/span><\/p>\n<h3 id=\"h-optional-find-and-replace-your-staging-site-domain-or-subdomain-to-match-your-live-site\" class=\"wp-block-heading\"><span>\u53ef\u9009\uff1a\u67e5\u627e\u5e76\u66ff\u6362\u60a8\u7684\u4e34\u65f6\u7f51\u7ad9\u57df\u540d\u6216\u5b50\u57df\u540d\uff0c\u4ee5\u5339\u914d\u60a8\u7684\u5b9e\u9645\u7f51\u7ad9<\/span><\/h3>\n<p><span>\u60a8\u7684\u4e34\u65f6\u7f51\u7ad9\u53ef\u80fd\u4f4d\u4e8e\u4e0d\u540c\u7684\u5b50\u57df\u3001TLD \u6216\u751a\u81f3\u4e0e\u6211\u4eec\u7684\u5b9e\u9645\u76ee\u6807 URL \u4e0d\u5339\u914d\u7684\u57df\u4e0a\u3002\u56e0\u6b64\uff0c\u6211\u5c06\u5728\u6211\u7684 destination.csv \u4e0a\u4f7f\u7528\u201c\u67e5\u627e\u548c\u66ff\u6362\u201d\u529f\u80fd\u6765\u66f4\u6539\u8def\u5f84\u4ee5\u5339\u914d\u6700\u7ec8\u7684\u5b9e\u65f6\u7f51\u7ad9\u5b50\u57df\u3001\u57df\u6216 TLD\u3002<\/span><\/p>\n<p><span>\u4f8b\u5982\uff1a<\/span><\/p>\n<ul class=\"wp-block-list\">\n<li><span>\u6211\u7684\u5b9e\u65f6\u7f51\u7ad9\u662f<\/span><code>https:\/\/withcandour.co.uk\/<\/code><span>\uff08origin.csv\uff09<\/span><\/li>\n<li><span>\u6211\u7684\u6682\u5b58\u7f51\u7ad9\u662f<\/span><code>https:\/\/testing.withcandour.dev\/<\/code><span>\uff08destination.csv\uff09<\/span><\/li>\n<li><span>\u8be5\u7f51\u7ad9\u4fdd\u7559\u5728\u540c\u4e00\u57df\u540d\u4e0a\uff1b\u5b83\u53ea\u662f\u4f7f\u7528\u4e0d\u540c\u7684 URL \u8fdb\u884c\u91cd\u65b0\u8bbe\u8ba1\uff0c\u56e0\u6b64\u6211\u5c06\u6253\u5f00 destination.csv \u5e76\u627e\u5230 \u7684\u4efb\u4f55\u5b9e\u4f8b<\/span><code>https:\/\/testing.withcandour.dev<\/code><span>\u5e76\u5c06\u5176\u66ff\u6362\u4e3a<\/span><code>https:\/\/withcandour.co.uk<\/code><span>\u3002<\/span><\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437800 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;\u5728 Excel \u4e2d\u67e5\u627e\u548c\u66ff\u6362&#8221; width=&#8221;439&#8243; height=&#8221;188&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Find-and-Replace-in-Excel.png 439w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Find-and-Replace-in-Excel-200&#215;86.png.webp 200w&#8221; data-lazy-sizes=&#8221;(max-width: 439px) 100vw, 439px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Find-and-Replace-in-Excel.png&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u8fd9\u4e5f\u610f\u5473\u7740\u5f53\u751f\u6210\u91cd\u5b9a\u5411\u6620\u5c04\u65f6\uff0c\u8f93\u51fa\u662f\u6b63\u786e\u7684\uff0c\u53ea\u9700\u8981\u7f16\u5199\u6700\u7ec8\u7684\u91cd\u5b9a\u5411\u903b\u8f91\u3002<\/span><\/p>\n<h3 id=\"h-step-4-run-the-google-colab-python-script\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 4\uff1a\u8fd0\u884c Google Colab Python \u811a\u672c<\/span><\/h3>\n<p><span>\u5f53\u60a8\u5728\u6d4f\u89c8\u5668\u4e2d<\/span><a href=\"https:\/\/colab.research.google.com\/drive\/1Y4msGtQf44IRzCotz8KMy0oawwZ2yIbT?usp=sharing#scrollTo=jmu3C5OA0g0d\" target=\"_blank\" rel=\"noopener\"><span>\u5bfc\u822a\u5230\u811a\u672c<\/span><\/a><span>\u65f6\uff0c\u60a8\u4f1a\u770b\u5230\u5b83\u88ab\u5206\u6210\u51e0\u4e2a\u4ee3\u7801\u5757\uff0c\u5c06\u9f20\u6807\u60ac\u505c\u5728\u6bcf\u4e2a\u4ee3\u7801\u5757\u4e0a\u90fd\u4f1a\u51fa\u73b0\u4e00\u4e2a\u201c\u64ad\u653e\u201d\u56fe\u6807\u3002\u5982\u679c\u60a8\u5e0c\u671b\u4e00\u6b21\u6267\u884c\u4e00\u4e2a\u4ee3\u7801\u5757\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528\u6b64\u529f\u80fd\u3002<\/span><\/p>\n<p><span>\u4f46\u662f\uff0c\u53ea\u9700\u6267\u884c\u6240\u6709\u4ee3\u7801\u5757\uff0c\u811a\u672c\u5c31\u80fd\u5b8c\u7f8e\u8fd0\u884c\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u8f6c\u5230<\/span><em><span>\u201c\u8fd0\u884c\u65f6<\/span><\/em><span>\u201d\u83dc\u5355\u5e76\u9009\u62e9<\/span><em><span>\u201c\u5168\u90e8\u8fd0\u884c\u201d<\/span><\/em><span>\u6765\u6267\u884c\u6b64\u64cd\u4f5c\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437801 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;Google Colab \u8fd0\u884c\u65f6&#8221; width=&#8221;699&#8243; height=&#8221;499&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Google-Colab-Runtime.png.webp 699w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Google-Colab-Runtime-473&#215;338.png.webp 473w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Google-Colab-Runtime-158&#215;113.png.webp 158w&#8221; data-lazy-sizes=&#8221;(max-width: 699px) 100vw, 699px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Google-Colab-Runtime.png.webp&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u8fd0\u884c\u8be5\u811a\u672c\u6ca1\u6709\u4efb\u4f55\u5148\u51b3\u6761\u4ef6\uff1b\u5b83\u5c06\u521b\u5efa\u4e00\u4e2a\u4e91\u73af\u5883\uff0c\u5e76\u4e14\u5728\u60a8\u7684\u5b9e\u4f8b\u4e2d\u7b2c\u4e00\u6b21\u6267\u884c\u65f6\uff0c\u5927\u7ea6\u9700\u8981\u4e00\u5206\u949f\u6765\u5b89\u88c5\u6240\u9700\u7684\u6a21\u5757\u3002<\/span><\/p>\n<p><span>\u6bcf\u4e2a\u4ee3\u7801\u5757\u5b8c\u6210\u540e\u65c1\u8fb9\u90fd\u4f1a\u6709\u4e00\u4e2a\u5c0f\u7684\u7eff\u8272\u52fe\u53f7\uff0c\u4f46\u7b2c\u4e09\u4e2a\u4ee3\u7801\u5757\u5c06\u9700\u8981\u60a8\u7684\u8f93\u5165\u624d\u80fd\u7ee7\u7eed\uff0c\u800c\u4e14\u5f88\u5bb9\u6613\u9519\u8fc7\uff0c\u56e0\u4e3a\u60a8\u53ef\u80fd\u9700\u8981\u5411\u4e0b\u6eda\u52a8\u624d\u80fd\u770b\u5230\u63d0\u793a\u3002<\/span><\/p>\n<div class=\"nl-inline-form border py-2 px-1 my-2\">\n<div class=\"row\">\n<div class=\"col-12\"><\/div>\n<\/div>\n<div class=\"row align-items-center nl-inline-container\">\n<div class=\"col-12 col-lg-3 col-xl-4 pe-md-0 pb-2 pb-lg-0\">\n<p class=\"inline-form-text text-center mb-0\"><span>\u83b7\u53d6\u641c\u7d22\u8425\u9500\u4eba\u5458\u6240\u4f9d\u8d56\u7684\u65b0\u95fb\u901a\u8baf\u3002<\/span><\/p>\n<\/div>\n<div class=\"col-12 col-lg-7 col-xl-6  pe-lg-0\">\n<div class=\"form-nl-inline\">\n<div class=\"row g-0\">\n<div class=\"form-group col-12 col-lg-8 mb-0\"><label class=\"visually-hidden\" for=\"nl-inlineEmail\"><span>\u4f01\u4e1a\u7535\u5b50\u90ae\u4ef6\u5730\u5740<\/span><\/label><\/div>\n<div class=\"col-12 col-lg-4 col-xl-4 mb-0\">\n<div id=\"article_inline_captcha\">\n<div><\/div>\n<\/div>\n<p><button id=\"inline-button\" class=\"btn btn-sel inlineButton w-100 rounded-0\" name=\"submit_button\" type=\"submit\"><span>\u4e3a\u6211\u62a5\u540d\uff01<\/span><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"col-12 col-lg-2 col-xl-2 ps-1\">\n<p class=\"text-center mb-0\"><a class=\"nl-terms\" href=\"https:\/\/searchengineland.com\/termsofuse\" target=\"_blank\" rel=\"noopener\" aria-label=\"\u5728\u65b0\u6807\u7b7e\u9875\u4e2d\u6253\u5f00\"><span>\u67e5\u770b\u6761\u6b3e\u3002<\/span><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-css-opacity has-cyan-bluish-gray-background-color has-background\" \/>\n<h3 id=\"h-step-5-upload-origin-csv-and-destination-csv\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 5\uff1a\u4e0a\u4f20 origin.csv \u548c destination.csv<\/span><\/h3>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-437802 entered lazyloaded\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-File-upload-prompt.png\" alt=\"\u7a81\u51fa\u663e\u793a\uff1a\u6587\u4ef6\u4e0a\u4f20\u63d0\u793a\" width=\"680\" height=\"344\" data-lazy-srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-File-upload-prompt.png 680w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-File-upload-prompt-600x304.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-File-upload-prompt-200x101.png.webp 200w\" data-lazy-sizes=\"(max-width: 680px) 100vw, 680px\" data-lazy-src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Highlighted-File-upload-prompt.png\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<p><span>\u51fa\u73b0\u63d0\u793a\u65f6\uff0c\u5355\u51fb<\/span><em><span>\u201c\u9009\u62e9\u6587\u4ef6\u201d<\/span><\/em><span>\u5e76\u5bfc\u822a\u5230\u60a8\u4fdd\u5b58 origin.csv \u6587\u4ef6\u7684\u4f4d\u7f6e\u3002\u9009\u62e9\u6b64\u6587\u4ef6\u540e\uff0c\u5b83\u5c06\u4e0a\u4f20\uff0c\u5e76\u4e14\u7cfb\u7edf\u5c06\u63d0\u793a\u60a8\u5bf9 destination.csv \u6267\u884c\u76f8\u540c\u64cd\u4f5c\u3002<\/span><\/p>\n<h3 id=\"h-step-6-select-fields-to-use-for-similarity-matching\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 6\uff1a\u9009\u62e9\u7528\u4e8e\u76f8\u4f3c\u6027\u5339\u914d\u7684\u5b57\u6bb5<\/span><\/h3>\n<p><span>\u8be5\u811a\u672c\u7684\u5f3a\u5927\u4e4b\u5904\u5728\u4e8e\u5b83\u80fd\u591f\u4f7f\u7528\u591a\u7ec4\u5143\u6570\u636e\u96c6\u8fdb\u884c\u6bd4\u8f83\u3002<\/span><\/p>\n<p><span>\u8fd9\u610f\u5473\u7740\u5982\u679c\u60a8\u5904\u4e8e\u79fb\u52a8 URL \u5730\u5740\u4e0d\u53ef\u6bd4\u8f83\u7684\u67b6\u6784\u7684\u60c5\u51b5\uff0c\u60a8\u53ef\u4ee5\u5bf9\u60a8\u63a7\u5236\u7684\u5176\u4ed6\u56e0\u7d20\uff08\u4f8b\u5982\u9875\u9762\u6807\u9898\u6216\u6807\u9898\uff09\u8fd0\u884c\u76f8\u4f3c\u5ea6\u7b97\u6cd5\u3002<\/span><\/p>\n<p><span>\u67e5\u770b\u8fd9\u4e24\u4e2a\u7f51\u7ad9\uff0c\u5e76\u5c1d\u8bd5\u5224\u65ad\u60a8\u8ba4\u4e3a\u54ea\u4e9b\u5143\u7d20\u5728\u5b83\u4eec\u4e4b\u95f4\u4fdd\u6301\u76f8\u5f53\u4e00\u81f4\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u5982\u679c\u60a8\u6ca1\u6709\u5f97\u5230\u60f3\u8981\u7684\u7ed3\u679c\uff0c\u6211\u5efa\u8bae\u4ece\u7b80\u5355\u5f00\u59cb\uff0c\u7136\u540e\u6dfb\u52a0\u66f4\u591a\u5b57\u6bb5\u3002<\/span><\/p>\n<p><span>\u5728\u6211\u7684\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4fdd\u7559\u4e86\u7c7b\u4f3c\u7684 URL \u547d\u540d\u7ea6\u5b9a\uff0c\u5c3d\u7ba1\u5e76\u4e0d\u5b8c\u5168\u76f8\u540c\uff0c\u5e76\u4e14\u5728\u590d\u5236\u5185\u5bb9\u65f6\u6211\u4eec\u7684\u9875\u9762\u6807\u9898\u4fdd\u6301\u4e00\u81f4\u3002<\/span><\/p>\n<p><span>\u9009\u62e9\u60a8\u8981\u4f7f\u7528\u7684\u5143\u7d20\u5e76\u5355\u51fb\u201c<\/span><em><span>\u5f00\u59cb\u5427\uff01\u201d<\/span><\/em><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-437804 entered lazyloaded\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Similarity-matching-fields.png\" alt=\"\u76f8\u4f3c\u6027\u5339\u914d\u5b57\u6bb5\" width=\"587\" height=\"357\" data-lazy-srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Similarity-matching-fields.png 587w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Similarity-matching-fields-556x338.png.webp 556w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Similarity-matching-fields-186x113.png.webp 186w\" data-lazy-sizes=\"(max-width: 587px) 100vw, 587px\" data-lazy-src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Similarity-matching-fields.png\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<h3 id=\"h-step-7-watch-the-magic\" class=\"wp-block-heading\"><span>\u7b2c 7 \u6b65\uff1a\u89c2\u770b\u9b54\u672f<\/span><\/h3>\n<p><span>\u8be5\u811a\u672c\u7684\u4e3b\u8981\u7ec4\u4ef6\u662f all-MiniLM-L6-v2 \u548c FAISS\uff0c\u4f46\u5b83\u4eec\u662f\u4ec0\u4e48\u4ee5\u53ca\u5b83\u4eec\u5728\u505a\u4ec0\u4e48\uff1f<\/span><\/p>\n<p><span>all-MiniLM-L6-v2 \u662f Microsoft MiniLM \u7cfb\u5217\u6a21\u578b\u4e2d\u7684\u4e00\u4e2a\u5c0f\u578b\u9ad8\u6548\u6a21\u578b\uff0c\u4e13\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1 (NLP) \u800c\u8bbe\u8ba1\u3002MiniLM \u4f1a\u5c06\u6211\u4eec\u63d0\u4f9b\u7684\u6587\u672c\u6570\u636e\u8f6c\u6362\u4e3a\u80fd\u591f\u6355\u6349\u5176\u542b\u4e49\u7684\u6570\u5b57\u5411\u91cf\u3002<\/span><\/p>\n<p><span>\u7136\u540e\uff0c\u8fd9\u4e9b\u5411\u91cf\u5c06\u542f\u7528\u76f8\u4f3c\u6027\u641c\u7d22\uff0c\u8be5\u641c\u7d22\u7531 Facebook AI \u76f8\u4f3c\u6027\u641c\u7d22 (FAISS) \u6267\u884c\uff0c\u8fd9\u662f Facebook AI Research \u5f00\u53d1\u7684\u7528\u4e8e\u9ad8\u6548\u76f8\u4f3c\u6027\u641c\u7d22\u548c\u5bc6\u96c6\u5411\u91cf\u805a\u7c7b\u7684\u5e93\u3002\u8fd9\u5c06\u5feb\u901f\u627e\u5230\u6574\u4e2a\u6570\u636e\u96c6\u4e2d\u6700\u76f8\u4f3c\u7684\u5185\u5bb9\u5bf9\u3002<\/span><\/p>\n<h3 id=\"h-step-7-download-output-csv-and-sort-by-similarity-score\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 7\uff1a\u4e0b\u8f7d output.csv \u5e76\u6309\u76f8\u4f3c\u5ea6\u8bc4\u5206\u6392\u5e8f<\/span><\/h3>\n<p><span>output.csv \u5e94\u8be5\u4f1a\u81ea\u52a8\u4ece\u6d4f\u89c8\u5668\u4e0b\u8f7d\u3002\u6253\u5f00\u540e\uff0c\u5e94\u8be5\u6709\u4e09\u5217\uff1aorigin_url\u3001matched_url \u548c similarity_score\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-437805 entered lazyloaded\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example.png\" alt=\"\u8f93\u51fa csv \u793a\u4f8b\" width=\"838\" height=\"363\" data-lazy-srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example.png 838w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example-600x260.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example-800x347.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example-200x87.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example-768x333.png.webp 768w\" data-lazy-sizes=\"(max-width: 838px) 100vw, 838px\" data-lazy-src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-example.png\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<p><span>\u5728\u60a8\u6700\u559c\u6b22\u7684\u7535\u5b50\u8868\u683c\u8f6f\u4ef6\u4e2d\uff0c\u6211\u5efa\u8bae\u6309<\/span><strong><span>\u76f8\u4f3c\u5ea6\u5206\u6570<\/span><\/strong><span>\u8fdb\u884c\u6392\u5e8f\u3002\u00a0<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\">&lt;img class=&quot;wp-image-437806 entered exited&quot; src=&quot;data:;base64,&#8221; alt=&#8221;Excel \u6309\u76f8\u4f3c\u5ea6\u5206\u6570\u6392\u5e8f&#8221; width=&#8221;584&#8243; height=&#8221;266&#8243; data-lazy-srcset=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Excel-Sort-by-similarity-score.png 584w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Excel-Sort-by-similarity-score-200&#215;91.png.webp 200w&#8221; data-lazy-sizes=&#8221;(max-width: 584px) 100vw, 584px&#8221; data-lazy-src=&#8221;https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Excel-Sort-by-similarity-score.png&#8221; \/&gt;<\/figure>\n<\/div>\n<p><span>\u76f8\u4f3c\u5ea6\u5f97\u5206\u53ef\u8ba9\u60a8\u4e86\u89e3\u5339\u914d\u7a0b\u5ea6\u3002\u76f8\u4f3c\u5ea6\u5f97\u5206\u4e3a 1 \u8868\u793a\u5b8c\u5168\u5339\u914d\u3002<\/span><\/p>\n<p><span>\u901a\u8fc7\u68c0\u67e5\u6211\u7684\u8f93\u51fa\u6587\u4ef6\uff0c\u6211\u7acb\u5373\u53d1\u73b0\u5927\u7ea6 95\uff05 \u7684 URL \u7684\u76f8\u4f3c\u5ea6\u5f97\u5206\u8d85\u8fc7 0.98\uff0c\u56e0\u6b64\u5f88\u6709\u53ef\u80fd\u6211\u8282\u7701\u4e86\u5927\u91cf\u65f6\u95f4\u3002<\/span><\/p>\n<h3 id=\"h-step-8-human-validate-your-results\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 8\uff1a\u4eba\u5de5\u9a8c\u8bc1\u7ed3\u679c<\/span><\/h3>\n<p><span>\u8bf7\u7279\u522b\u6ce8\u610f\u5de5\u4f5c\u8868\u4e0a\u76f8\u4f3c\u5ea6\u5206\u6570\u6700\u4f4e\u7684\u5730\u65b9\uff1b\u8fd9\u5f88\u53ef\u80fd\u662f\u627e\u4e0d\u5230\u826f\u597d\u5339\u914d\u7684\u5730\u65b9\u3002<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-437807 entered lazyloaded\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities.png\" alt=\"\u8f93\u51fa.csv\uff1a\u5f97\u5206\u8f83\u4f4e\u7684\u76f8\u4f3c\u5ea6\" width=\"846\" height=\"407\" data-lazy-srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities.png 846w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities-600x289.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities-800x385.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities-200x96.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities-768x369.png.webp 768w\" data-lazy-sizes=\"(max-width: 846px) 100vw, 846px\" data-lazy-src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/02\/Output-csv-Lower-scored-similarities.png\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<p><span>\u5728\u6211\u7684\u793a\u4f8b\u4e2d\uff0c\u56e2\u961f\u9875\u9762\u4e0a\u6709\u4e00\u4e9b\u4e0d\u592a\u5339\u914d\u7684\u60c5\u51b5\uff0c\u8fd9\u8ba9\u6211\u53d1\u73b0\u5e76\u975e\u6240\u6709\u7684\u56e2\u961f\u8d44\u6599\u90fd\u5df2\u5728\u767b\u53f0\u7f51\u7ad9\u4e0a\u521b\u5efa\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6709\u7528\u7684\u53d1\u73b0\u3002<\/span><\/p>\n<p><span>\u8be5\u811a\u672c\u8fd8\u975e\u5e38\u6709\u5e2e\u52a9\u5730\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u9488\u5bf9\u65e7\u535a\u5ba2\u5185\u5bb9\u7684\u91cd\u5b9a\u5411\u5efa\u8bae\uff0c\u6211\u4eec\u51b3\u5b9a\u5220\u9664\u8fd9\u4e9b\u5185\u5bb9\uff0c\u800c\u4e0d\u5c06\u5176\u5305\u542b\u5728\u65b0\u7f51\u7ad9\u4e0a\uff0c\u4f46\u73b0\u5728\u6211\u4eec\u6709\u4e00\u4e2a\u5efa\u8bae\u7684\u91cd\u5b9a\u5411\uff0c\u5982\u679c\u6211\u4eec\u60f3\u5c06\u6d41\u91cf\u4f20\u9012\u5230\u76f8\u5173\u7684\u5185\u5bb9 &#8211; \u8fd9\u6700\u7ec8\u7531\u60a8\u51b3\u5b9a\u3002<\/span><\/p>\n<h3 id=\"h-step-9-tweak-and-repeat\" class=\"wp-block-heading\"><span>\u6b65\u9aa4 9\uff1a\u8c03\u6574\u5e76\u91cd\u590d<\/span><\/h3>\n<p><span>\u5982\u679c\u60a8\u6ca1\u6709\u5f97\u5230\u60f3\u8981\u7684\u7ed3\u679c\uff0c\u6211\u4f1a\u518d\u6b21\u68c0\u67e5\u60a8\u7528\u4e8e\u5339\u914d\u7684\u5b57\u6bb5\u662f\u5426\u5728\u5404\u4e2a\u7ad9\u70b9\u4e4b\u95f4\u5c3d\u53ef\u80fd\u4fdd\u6301\u4e00\u81f4\u3002\u5982\u679c\u6ca1\u6709\uff0c\u8bf7\u5c1d\u8bd5\u4e0d\u540c\u7684\u5b57\u6bb5\u6216\u5b57\u6bb5\u7ec4\u5e76\u91cd\u65b0\u8fd0\u884c\u3002<\/span><\/p>\n<h2 id=\"h-more-ai-to-come\" class=\"wp-block-heading\"><span>\u672a\u6765\u5c06\u6709\u66f4\u591a\u4eba\u5de5\u667a\u80fd<\/span><\/h2>\n<p><span>\u603b\u7684\u6765\u8bf4\uff0c\u6211\u4e00\u76f4\u4e0d\u613f\u610f\u5c06\u4efb\u4f55\u4eba\u5de5\u667a\u80fd\uff08\u5c24\u5176\u662f\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff09\u5e94\u7528\u5230\u91cd\u5b9a\u5411\u6620\u5c04\u8fc7\u7a0b\u4e2d\uff0c\u56e0\u4e3a\u9519\u8bef\u7684\u4ee3\u4ef7\u53ef\u80fd\u5f88\u9ad8\uff0c\u800c\u4e14\u4eba\u5de5\u667a\u80fd\u7684\u9519\u8bef\u6709\u65f6\u5f88\u96be\u53d1\u73b0\u3002<\/span><\/p>\n<p><span>\u7136\u800c\uff0c\u4ece\u6211\u7684\u6d4b\u8bd5\u4e2d\uff0c\u6211\u53d1\u73b0\u8fd9\u4e9b\u7279\u5b9a\u7684 AI \u6a21\u578b\u5bf9\u4e8e\u8fd9\u4e2a\u7279\u5b9a\u7684\u4efb\u52a1\u975e\u5e38\u5f3a\u5927\uff0c\u5e76\u4e14\u5b83\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86\u6211\u5904\u7406\u7ad9\u70b9\u8fc1\u79fb\u7684\u65b9\u5f0f\u3002\u00a0<\/span><\/p>\n<p><span>\u4ecd\u7136\u9700\u8981\u4eba\u5de5\u68c0\u67e5\u548c\u76d1\u7763\uff0c\u4f46\u5927\u90e8\u5206\u5de5\u4f5c\u8282\u7701\u7684\u65f6\u95f4\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u8fdb\u884c\u66f4\u5f7b\u5e95\u3001\u66f4\u5468\u5230\u7684\u4eba\u5de5\u5e72\u9884\uff0c\u5e76\u6bd4\u901a\u5e38\u63d0\u524d\u6570\u5c0f\u65f6\u5b8c\u6210\u4efb\u52a1\u3002<\/span><\/p>\n<p><span>\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u9884\u8ba1\u6211\u4eec\u5c06\u770b\u5230\u66f4\u5177\u4f53\u7684\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5c06\u4f7f\u6211\u4eec\u80fd\u591f\u91c7\u53d6\u989d\u5916\u7684\u63aa\u65bd\uff0c\u5305\u62ec\u63d0\u9ad8\u4e0b\u4e00\u6b65\u5373\u91cd\u5b9a\u5411\u903b\u8f91\u7684\u901f\u5ea6\u548c\u6548\u7387\u3002<\/span><\/p>\n<\/div>\n<hr \/>\n<p><em><span>\u6211\u4eec\u9080\u8bf7\u6295\u7a3f\u4f5c\u8005\u4e3a Search Engine Land \u64b0\u5199\u5185\u5bb9\uff0c\u5e76\u6839\u636e\u4ed6\u4eec\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u5bf9\u641c\u7d22\u793e\u533a\u7684\u8d21\u732e\u8fdb\u884c\u9009\u62e9\u3002\u6211\u4eec\u7684\u6295\u7a3f\u8005\u5728\u7f16\u8f91\u4eba\u5458\u7684\u76d1\u7763\u4e0b\u5de5\u4f5c<\/span><a href=\"https:\/\/searchengineland.com\/staff\/\"><span>\uff0c<\/span><\/a><span>\u5e76\u68c0\u67e5\u6295\u7a3f\u7684\u8d28\u91cf\u548c\u4e0e\u8bfb\u8005\u7684\u76f8\u5173\u6027\u3002\u4ed6\u4eec\u8868\u8fbe\u7684\u89c2\u70b9\u662f\u4ed6\u4eec\u81ea\u5df1\u7684\u3002<\/span><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fc1\u79fb\u5927\u578b\u7f51\u7ad9\u603b\u662f\u4ee4\u4eba\u671b\u800c\u751f\u754f\u3002\u8bb8\u591a\u79fb\u52a8\u90e8\u4ef6\u3001\u6280\u672f\u6311\u6218\u548c\u5229\u76ca\u76f8\u5173\u8005\u7ba1\u7406\u90fd\u5173\u7cfb\u5230\u5de8\u5927\u7684\u6d41\u91cf\u3002 \u4ece\u5386\u53f2\u4e0a\u770b\uff0c\u8fc1\u79fb\u8ba1\u5212 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1318","post","type-post","status-publish","format-standard","hentry","category-ppc"],"_links":{"self":[{"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1318","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1318"}],"version-history":[{"count":2,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1318\/revisions"}],"predecessor-version":[{"id":2955,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=\/wp\/v2\/posts\/1318\/revisions\/2955"}],"wp:attachment":[{"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1318"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1318"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.buygoogle.cc\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}