What comes back in every conversation in this series is that the entire process, from crawling to indexing, ranking, and building the entire page, is (almost) end-to-end machine learning. advertisement Continue reading below Frédéric Dubut first suggested that the key to all these algorithms is an indicator, not a ranking factor. And here is the algorithm that is driven very clearly by the metric. online In SERP, user behavior is a very important indicator for page-wide algorithms. The success of the failure of any combination of blue links and rich elements is measured by how the user manipulates it.
Therefore, CTR does not affect rankings in ghost mannequin effect service the "traditional" sense that we tend to understand. The on-SERP behavior does not affect the ranking of bluelinks or the bids submitted by candidate sets aimed at replacing them. But they are a very big part of how the whole page is organized. User behavior in SERP is fed back to the algorithm (Darwin). This provides the machine with the correction or enhancement signals needed to improve performance. The goal, as Chalmers says, is to satisfy users as efficiently as possible. advertisement Continue reading below off-line Like all other algorithms, the Whole Page team is a human jury (Google Quality) that provides feedback on SERP quality and relevance in terms of content relevance, quality, and position in SERP. Equivalent to the evaluator). page. This is fed back to the algorithm along with the on SERP signal. Page-wide quality guidelines are trying to answer this question.
How good is this page as a solution to a user-expressed problem?" The fact that each Bing team has its own team of human judges, each with a different set of guidelines specific to the needs of the algorithm, is another quality evaluator that Google hasn't seen yet. It strongly suggests that there are guidelines for. Bing certainly has them. Google probably has them too-blue links, rich elements, and specific quality guidelines for different parts of the entire search product, including the entire page (which I love). advertisement Continue reading below In a nutshell, the role of the all-page algorithm The summary of this conversation is as follows: The goal is to capture bids from different candidate sets