{"id":28239,"date":"2026-09-08T21:52:59","date_gmt":"2026-09-08T18:52:59","guid":{"rendered":"https:\/\/alienroad.com\/baidu-bilgi-bankasi\/jinglei-click-manipulation\/"},"modified":"2026-09-09T02:55:31","modified_gmt":"2026-09-08T23:55:31","slug":"jinglei-click-manipulation","status":"publish","type":"ar_bkb","link":"https:\/\/alienroad.com\/baidu-bilgi-bankasi\/jinglei-click-manipulation\/","title":{"rendered":"Jinglei: click manipulation"},"content":{"rendered":"<p>Jinglei (\u60ca\u96f7) targets <strong>click manipulation<\/strong> \u2014 artificially inflating click-through and behavioural signals to lift ranking. It sits in Baidu&#8217;s &#8220;fair competition&#8221; group alongside the link-trading and hijacking algorithms, and it has been upgraded repeatedly, reaching 3.0.<\/p>\n<h2>What it covers<\/h2>\n<ul>\n<li>Software and services that generate search clicks automatically.<\/li>\n<li><strong>Recruiting real people<\/strong> to search a given query and click a given result. Using humans rather than bots does not change the classification.<\/li>\n<li><strong>Providing the service to others<\/strong> \u2014 the supplier is exposed as much as the buyer.<\/li>\n<\/ul>\n<h2>Why this matters more in Baidu<\/h2>\n<p>Behavioural signals carry real ranking weight, and a large commercial market exists in China selling exactly this \u2014 &#8220;\u5feb\u6392&#8221; fast-ranking services promising top positions within days. Jinglei is the countermeasure, and its repeated upgrades indicate how persistent the market is.<\/p>\n<h2>The contractor problem<\/h2>\n<p>The site carries the penalty for what an agency or a traffic vendor did on its behalf. A guarantee of a top-three position within a fixed number of days is not a service that can be delivered by legitimate optimisation; it is this. Asking a supplier in writing what generates the traffic they report is the only due diligence available, and the answer is usually revealing.<\/p>\n<h2>The signature in analytics<\/h2>\n<ul>\n<li>Sessions arriving from search with near-identical durations.<\/li>\n<li>No scroll depth, no secondary page views, no conversions.<\/li>\n<li>Clustered device profiles and geography.<\/li>\n<li>Rising traffic with flat enquiries \u2014 the pattern that should always prompt a check.<\/li>\n<\/ul>\n<h2>Recovery<\/h2>\n<p>Stop the source, remove any module capable of generating it, and expect the algorithm to verify that the behaviour has not resumed. Because the signal is a pattern over time, a single clean week is not the standard: traffic has to normalise and stay normal.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jinglei (\u60ca\u96f7) targets click manipulation \u2014 artificially inflating click-through and behavioural signals to lift ranking. It sits in Baidu&#8217;s &#8220;fair competition&#8221; group alongside the link-trading and hijacking algorithms, and it has been upgraded repeatedly, reaching 3.0. What it covers Software and services that generate search clicks automatically. Recruiting real people to search a given query [&hellip;]<\/p>\n","protected":false},"menu_order":27,"template":"","meta":{"footnotes":""},"ar_bkb_kategori":[747],"ar_bkb_etiket":[],"class_list":["post-28239","ar_bkb","type-ar_bkb","status-publish","has-post-thumbnail","hentry","ar_bkb_kategori-algorithms"],"_links":{"self":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb\/28239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb"}],"about":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/types\/ar_bkb"}],"version-history":[{"count":2,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb\/28239\/revisions"}],"predecessor-version":[{"id":29203,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb\/28239\/revisions\/29203"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/media\/29003"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/media?parent=28239"}],"wp:term":[{"taxonomy":"ar_bkb_kategori","embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb_kategori?post=28239"},{"taxonomy":"ar_bkb_etiket","embeddable":true,"href":"https:\/\/alienroad.com\/wp-json\/wp\/v2\/ar_bkb_etiket?post=28239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}