{"id":15521,"date":"2022-02-21T13:00:06","date_gmt":"2022-02-21T13:00:06","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2022\/02\/21\/how-google-universal-search-ranking-works-darwinism-in-search\/"},"modified":"2022-02-21T13:00:06","modified_gmt":"2022-02-21T13:00:06","slug":"how-google-universal-search-ranking-works-darwinism-in-search","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2022\/02\/21\/how-google-universal-search-ranking-works-darwinism-in-search\/","title":{"rendered":"How Google Universal Search Ranking Works \u2013 Darwinism In Search"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"narrow-cont\">\n<p>The secrets behind the <a href=\"https:\/\/www.searchenginejournal.com\/google-algorithm-history\/\">Google algorithm<\/a> and its <a href=\"https:\/\/www.searchenginejournal.com\/ranking-factors\/\">ranking factors<\/a> have been the subject of heated debate for almost a quarter of a century.<\/p>\n<p>For most of that time, the results were just 10 blue links, and the debate focused on <a href=\"https:\/\/www.searchenginejournal.com\/inbound-links-beginners-guide\/373408\/\">inbound links<\/a> and <a href=\"https:\/\/www.searchenginejournal.com\/ranking-factors\/keyword-density\/\">keyword density<\/a>.<\/p>\n<p>From the vantage point of 2022, and with hindsight that now seems like a simple debate in innocent times.<\/p>\n<p>With the <a href=\"https:\/\/www.searchenginejournal.com\/search-engines\/universal-search\/\">introduction of universal search<\/a> in 2007, Google started including other elements. <a href=\"https:\/\/www.linkedin.com\/in\/marissamayer\/\" target=\"_blank\" rel=\"noopener nofollow\">Marissa Mayer<\/a> said <a href=\"https:\/\/googleblog.blogspot.com\/2007\/05\/universal-search-best-answer-is-still.html\" target=\"_blank\" rel=\"noopener\">at the time:<\/a>\n<\/p>\n<blockquote>\n<p style=\"text-align: left;\">\u201cWe\u2019re attempting to break down the walls that traditionally separated our various search properties and integrate the vast amounts of information available into one simple set of search results.\u201d<\/p>\n<\/blockquote>\n<p>Google have been true to their word.<\/p>\n<p>Since 2007, the <a href=\"https:\/\/www.searchenginejournal.com\/serp-search-engine-results-page-features-guide\/377094\/\">SERPs<\/a> have become increasingly rich and now incorporate a large number of verticals \u2013 images, videos, news, jobs, <a href=\"https:\/\/www.searchenginejournal.com\/seo-guide\/what-people-search-for\/\">People Also Ask<\/a>, maps, to name but a few.<\/p>\n<p>One question we should perhaps have been asking since 2007 is, \u201cHow does Google decide which of these elements get a place on the SERP?\u201d.<del\/><\/p>\n<p>I started to think about that in 2013 when I started working on my personal brand SERP (the result for a search on my name).<\/p>\n<p>I quickly mastered the 10 blue links, but struggled to have a knowledge panel, video boxes, Twitter boxes, and other rich elements.<\/p>\n<p>So, the question was: What triggers them? What are the algorithmic triggers I need to \u201ctickle\u201d to get these SERP features to appear?<\/p>\n<p>Then in 2019, Gary Illyes explained the mechanics of universal search to me and a roomful of SEOs in Sydney, Australia.<\/p>\n<p>Over a 20-minute explanation, all the pieces fell into place.<\/p>\n<p>Importantly, Bing have confirmed that their universal search functions in much the same way (with some additional insights from <a href=\"https:\/\/www.searchenginejournal.com\/bing-whole-page-algorithm\/368850\/?itm_source=site-search\">Nathan Chalmers at Bing<\/a> that boggle my mind), and<a href=\"https:\/\/www.searchenginejournal.com\/darwinism-in-search-revisited\/415084\/\"> Gary Illyes also confirmed<\/a> that:<\/p>\n<blockquote>\n<p>\u201cIt\u2019s not Google-specific. Other engines do it as well, and because most search engines rank results in much the same way\u2026 this is probably applicable to every search engine\u2026\u201d<\/p>\n<\/blockquote>\n<h2>How Universal Search Ranking Works In Google Search<\/h2>\n<h3>What Are The Ranking Factors?<\/h3>\n<p>There are a massive number of factors that affect ranking.<\/p>\n<p>Years ago, there was an idea that there were 200. But today, because the algorithms are machine-learning driven, things are significantly more complex and intricate.<\/p>\n<p>John Mueller pointed out that Google has moved way beyond \u201c200 ranking factors.\u201d Read more about that <a href=\"https:\/\/www.searchenginejournal.com\/google-moved-on-from-200-ranking-signals\/421194\/\">here<\/a>.<\/p>\n<p>Search Engine Journal published this <a href=\"https:\/\/www.searchenginejournal.com\/ranking-factors\/\">helpful guide<\/a> that breaks down the whole complex topic into 88 chapters.<\/p>\n<p>Google do tell us that they group them: Topicality, Quality, <a href=\"https:\/\/www.searchenginejournal.com\/google-seo-101-page-speed-optimization\/375833\/\">Page Speed<\/a>, <a href=\"https:\/\/www.searchenginejournal.com\/google-algorithm-history\/rankbrain\/\">RankBrain<\/a>, <a href=\"https:\/\/www.searchenginejournal.com\/entity-seo\/277231\/\">Entities<\/a>, <a href=\"https:\/\/www.searchenginejournal.com\/how-important-is-structured-data\/257775\/\">Structured Data<\/a>, <a href=\"https:\/\/www.searchenginejournal.com\/google-algorithm-history\/freshness-update\/\">Freshness<\/a>\u2026 and others.<\/p>\n<p>A couple of things to point here:<\/p>\n<ul>\n<li>Those seven are <strong>real<\/strong> ranking factors we can count on (in no particular order).<\/li>\n<li>Each ranking factor includes multiple signals. For example, Quality is mostly <a href=\"https:\/\/www.searchenginejournal.com\/google-pagerank-explained\/350630\/\">PageRank<\/a> but also includes other signals, and <a href=\"https:\/\/www.searchenginejournal.com\/this-is-structured-data\/379148\/\">Structured Data<\/a> includes not only Schema.org but also tables, lists, semantic HTML5, and certainly a few others.<\/li>\n<\/ul>\n<p>Google calculates a score for a piece of content for each of the ranking factors.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308057 size-full b-lazy pcimg\" alt=\"Example of Google Ranking Factors.\" width=\"1200\" height=\"153\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example-480x61.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example-680x87.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example-768x98.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example-1024x131.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example.png\"\/><em>Remember that throughout this article, <strong>all<\/strong> these numbers are completely hypothetical.<\/em><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-factors-google-example.png\" alt=\"Example of Google Ranking Factors.\"\/><\/noscript><\/p>\n<h3>How Ranking Factors Contribute To The Bid<\/h3>\n<p>Google takes the individual ranking factor scores and combines them to calculate the total score (<strong>the term \u2018bid\u2019 is used<\/strong>, which makes super good sense to me).<\/p>\n<p>Importantly, the total bid is calculated by multiplying these scores.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308059 size-full b-lazy pcimg\" title=\"Ranking Score Example Google\" alt=\"Ranking Score Example Google.\" width=\"1200\" height=\"150\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example-480x60.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example-680x85.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example-768x96.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example-1024x128.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-result-google-example.png\" alt=\"Ranking Score Example Google.\"\/><\/noscript><\/p>\n<p>The total score has an upper limit of two to the power of 64\u2026 <em>(not 100% sure, but I think that is what Illyes said, so perhaps it is a reference to the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Wheat_and_chessboard_problem\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Wheat and Chessboard<\/a> problem, where the numbers on the second half of the chessboard are so phenomenally off-the-scale that it is effectively a kind of fail-safe buffer). <\/em><\/p>\n<p>That means these individual scores could be single, double, triple, or even quadruple digits and the total would never hit that upper limit.<\/p>\n<p>That very high ceiling also means that Google can continue to throw in more factors and never have a need to \u201cdampen\u201d the existing scores to make space for the new one.<\/p>\n<p>Just up to there, my mind was already swirling, but it gets better.<\/p>\n<h3>Watch Out \u2013 One Single Low Score Can Kill A Bid<\/h3>\n<p>And the fact that the total is calculated by multiplication is a phenomenal insight. Why? Because <strong>any single score under one will seriously handicap that bid<\/strong>, whatever the other scores are.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308063 size-full b-lazy pcimg\" alt=\"Low Scoring Result Example Google\" width=\"1200\" height=\"193\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example-480x77.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example-680x109.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example-768x124.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example-1024x165.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/low-scoring-result-google-example.png\" alt=\"Low Scoring Result Example Google\"\/><\/noscript><\/p>\n<p>Look at how the score tanks as just one factor drops slightly below one. That is enough to put this page out of contention.<\/p>\n<p>Dropping further below one will generally kill it off. It is possible to overcome a sub-1 ranking factor, but the other factors would need to be phenomenally strong.<\/p>\n<p>Looking at the numbers below, one gets an idea of just how strong. Ignoring a weak factor is not a good strategy. Working to get that factor above one is a great strategy.<\/p>\n<p><em>My bet here is that the super impressive \u2018up and to the right SEO wins\u2019 examples we (often) see in the SEO industry are examples of when a site \u201csimply\u201d corrects a sub-1 ranking factor.<\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308065 size-full b-lazy pcimg\" alt=\"Very Low Scoring Results Example.\" width=\"1200\" height=\"273\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example-480x109.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example-680x155.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example-768x175.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example-1024x233.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/very-low-scoring-result-google-example.png\" alt=\"Very Low Scoring Results Example.\"\/><\/noscript><\/p>\n<p>This system rewards pages that have good scores across the board. Pages that perform well on some factors, but badly on others will always struggle. A balanced approach wins.<\/p>\n<p>Credit to <a href=\"https:\/\/twitter.com\/brentdpayne\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Brent D. Payne<\/a> for making this great analogy during Gary\u2019s explanation: \u201cBetter to be a straight C student than 3 As and an F.\u201d<\/p>\n<h3>What A Bid-Based Ranking Looks like<\/h3>\n<div id=\"attachment_308067\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-308067 size-full b-lazy pcimg\" alt=\"Google Bid-Based Ranking Example.\" width=\"600\" height=\"590\" data-sizes=\"auto, (max-width: 600px) 100vw, 600px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-example-google-2.png 600w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-example-google-2-480x472.png 480w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-example-google-2.png\"\/><span class=\"wp-caption-text\"><em>An example of Google Bid-Based Ranking.<\/em><\/span><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-example-google-2.png\" alt=\"Google Bid-Based Ranking Example.\"\/><\/noscript><\/div>\n<h3>Refining The Bids For A Final Ranking<\/h3>\n<p>The top results<em> (let\u2019s say 10)<\/em> are sent to a second algorithm that is designed to refine the ranking and remove any unacceptable results that slipped through the net.<\/p>\n<p>The factors taken into account here are different <em>and appear to be aimed at specific cases<\/em>.<\/p>\n<p>This recalculation can raise or lower a bid (or conceivably leave it the same).<\/p>\n<p>So, we are looking at a final set of bids that might look something like this.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308071 size-full b-lazy pcimg\" alt=\"Google Refined Ranking Example.\" width=\"1200\" height=\"510\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1-480x204.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1-680x289.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1-768x326.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1-1024x435.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-refinement-example-google-1.png\" alt=\"Google Refined Ranking Example.\"\/><\/noscript><\/p>\n<p>Note that in this example, one result gets one zero score and is therefore completely removed from consideration\/eliminated (remember, because we are multiplying, any individual zero score will guarantee that the overall score is also zero).<\/p>\n<p>And that is seriously radical. And a very significant fact, however you look at it.<\/p>\n<p>Such a zero can be generated algorithmically.<\/p>\n<p><em>My guess is that a zero could additionally serve as a way to implement some manual actions (this is a pretty big jump from what I was told, and is <strong>my<\/strong> <strong>conclusion<\/strong> and has in no way been confirmed by anyone at Google).<\/em><\/p>\n<p>What is sure is that the order changes, and we have a final list of results for the web\/\u201d10 blue links.\u201d<\/p>\n<p>If that weren\u2019t enough for one day, now it gets <strong>really<\/strong> interesting.<\/p>\n<h2>Rich Elements Are <em>\u2018Candidate Result Sets\u2019 (My Term, Not Google\u2019s)<\/em><\/h2>\n<h3>Candidate Result Sets Compete For A Place On Page One<\/h3>\n<p>Each type of result\/<a href=\"https:\/\/www.searchenginejournal.com\/structured-data-errors\/246267\/\">rich element<\/a> is effectively competing for a place on page one.<\/p>\n<p>News, images, videos, featured snippets, carousels, maps, GBP, etc. \u2013 each one provides a list of candidates for page one with their bids.<\/p>\n<p>There is already quite a variety competing to appear on page one, and that list keeps on growing.<\/p>\n<div id=\"attachment_308079\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-308079 size-full b-lazy pcimg\" alt=\"Rich SERP Result Types.\" width=\"1200\" height=\"110\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types-480x44.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types-680x62.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types-768x70.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types-1024x94.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types.png\"\/><span class=\"wp-caption-text\"><em>With this system, there is no theoretical limit to the number of rich elements that Google can create to bid for a place.<\/em><\/span><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-serp-result-types.png\" alt=\"Rich SERP Result Types.\"\/><\/noscript><\/div>\n<h3>Candidate Result Ranking Factors<\/h3>\n<p><em>The terms \u2018Candidate Result\u2019 and \u2018Candidate Result Set\u2019 are from me, not from Google.<\/em><\/p>\n<p>The combination of factors that affect ranking in these candidate result sets is necessarily specific to each since some factors will be unique to an individual candidate result set and some will not apply.<\/p>\n<p>An example would be alt tags that apply to the Images candidate result set, but not to others, or a news sitemap that would be necessary for the News candidate result set, but have no place in a calculation for the others.<\/p>\n<h3>Candidate Result Set Ranking Factor Weightings<\/h3>\n<p>The relative weighting of each factor will also necessarily be different for each candidate result set since each one provides a specific type of information in a specific format.<\/p>\n<p>And the aim is to provide the most appropriate elements to the user in terms:<\/p>\n<ul>\n<li>The content itself.<\/li>\n<li>The media format.<\/li>\n<li>The place on the page.<\/li>\n<\/ul>\n<p>For example, freshness is going to be a heavily weighted factor in News, and RankBrain and MUM for Featured Snippets.<\/p>\n<h3>Candidate Result Set Bid Calculations<\/h3>\n<p>The bids provided by each candidate result set are calculated in the same way as the first web\/blue links example (by multiplication <em>and, I assume, with the second refinement algorithm<\/em>).<\/p>\n<p>Google then has multiple candidates bidding for a place (or several places, depending on the type).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-308363 size-full b-lazy pcimg\" alt=\"Multiple candidates bidding for a place example.\" width=\"1200\" height=\"430\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets-480x172.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets-680x244.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets-768x275.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets-1024x367.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/example-candidtae-resulr-sets.png\" alt=\"Multiple candidates bidding for a place example.\"\/><\/noscript><\/p>\n<h2>Pulling It All Together For Page One<\/h2>\n<h3>Candidate Result Sets Bid Against Each Other<\/h3>\n<p>Google is simply looking for any rich result that will provide a \u201cbetter\u201d solution for the user.<\/p>\n<p>It wants to provide the SERP that will lead its user to the best solution to their problem, or the answer to their question as efficiently as possible (an approach that was <a href=\"https:\/\/www.searchenginejournal.com\/how-bing-image-video-algorithm-works\/364750\/\">confirmed by Meenaz Merchant at Bing in 2020<\/a>).<\/p>\n<div id=\"attachment_308073\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-308073 size-full b-lazy pcimg\" alt=\"Rich Elements Winning Bids Example\" width=\"1200\" height=\"470\" data-sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1.png 1200w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1-480x188.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1-680x266.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1-768x301.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1-1024x401.png 1024w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1.png\"\/><span class=\"wp-caption-text\"><em>The rules I used to make these winning choices are fictional, and not how Google really does this.<\/em><\/span><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/rich-element-candidates-bids-example-google-1.png\" alt=\"Rich Elements Winning Bids Example\"\/><\/noscript><\/div>\n<p>When it does identify a \u201cbetter\u201d candidate result, that result is given a place (at the expense of one or more classic blue links).<\/p>\n<h3>The Final Choice Of Rich Elements On Page One<\/h3>\n<p>Each candidate result set is subject to specific limitations \u2013 and <strong>all<\/strong> are subservient to that traditional web result\/classic blue links.<\/p>\n<ul>\n<li>One result, one possible position (Featured Snippet, knowledge panel, Google Business Profile, for example)<\/li>\n<li>Multiple results, multiple possible positions (images, videos, Twitter boxes, for example)<\/li>\n<li>Multiple results, one possible position (news, entity carousel, for example)<\/li>\n<\/ul>\n<p><em>And the winners in my example are (remember that the rules I used to make these choices are fictional, and not how Google really does this)\u2026<\/em><\/p>\n<ul>\n<li><strong>News:<\/strong> Failed to outbid the #1 web bid and is therefore not sufficiently relevant and does not win a place.<\/li>\n<li><strong>Images:<\/strong> We have one winner. The space allotted is five so the other four get a free ride.<\/li>\n<li><strong>Video:<\/strong> Two are outbidding the top web result so they both get a place.<\/li>\n<li><strong>Featured Snippet:<\/strong> We have several winners, but only one is used because this is \u201cthe\u201d answer.<\/li>\n<\/ul>\n<div id=\"attachment_308069\" style=\"width: 610px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-308069 size-full b-lazy pcimg\" alt=\"Final Ranking Example.\" width=\"600\" height=\"510\" data-sizes=\"auto, (max-width: 600px) 100vw, 600px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-rich-results-example-google-2.png 600w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-rich-results-example-google-2-480x408.png 480w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-rich-results-example-google-2.png\"\/><span class=\"wp-caption-text\"><em>We have our final page and it looks something like this.<\/em><\/span><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2019\/05\/ranking-rich-results-example-google-2.png\" alt=\"Final Ranking Example.\"\/><\/noscript><\/div>\n<p>As places are given to rich elements, the lower positioned web results drop onto page two.<\/p>\n<p>As more rich elements are added to an SERP, they tend to dominate visually, and so the blue links gradually lose their importance.<\/p>\n<p>Fr\u00e9d\u00e9ric Dubut from Bing confirmed that blue links are not going away anytime soon, but their visibility on the SERP is increasingly a losing game.<\/p>\n<p><em>I reiterate: I have no information about how positions are attributed to the videos or images \u2013 I attributed positions to them with my own invented simplistic system, not Google\u2019s. ?<\/em><\/p>\n<h2>In Conclusion \u2013 SEO Needs To Evolve<\/h2>\n<p>Data from <a href=\"https:\/\/kalicube.pro\/rich-elements-summary\" rel=\"nofollow noopener\" target=\"_blank\">Kalicube Pro<\/a> shows that the number of blue links on the average SERP is fairly stable, but the number of universal features is increasing.<\/p>\n<p>Here is a snapshot view that shows just how much \u2013 in one year, the average number of rich elements (SERP features) on brand SERPs has grown from 1.5 to 2.5.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-436238 size-content_large_1x b-lazy pcimg\" alt=\"Growth SERP Features Statistics - Kalicube Pro.\" width=\"760\" height=\"402\" data-sizes=\"auto, (max-width: 760px) 100vw, 760px\" data-srcset=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-768x406.png 768w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-480x254.png 480w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-680x360.png 680w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-1024x541.png 1024w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-1600x846.png 1600w, https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej.png 1946w\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-768x406.png\"\/><\/p>\n<p><noscript><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/cdn.searchenginejournal.com\/wp-content\/uploads\/2021\/09\/growth-serp-features-google-2021-kalicube-pro-61fac92909dd6-sej-768x406.png\" alt=\"Growth SERP Features Statistics - Kalicube Pro.\"\/><\/noscript><\/p>\n<p>Universal search increasingly dominates the SERP and should be a much bigger focus for us as SEOs.<\/p>\n<p>Universal results now dominate most SERPs visually, and the traditional blue links are getting fewer clicks. That is a worry for traditional SEO strategies, so we need to adapt and look at the wider picture.<\/p>\n<p>Universal search relies on non-textual elements images, videos, maps, questions, social channels\u2026 so we need to develop those formats and integrate them into our strategy to gain better visibility on Google (and Bing) SERPs.<\/p>\n<p>More than that, because Twitter, YouTube, and other third-party platforms tend to dominate universal results on the SERP, we need to look at integrating them more closely into our SEO strategies.<\/p>\n<p>Off-site SEO has never been more important or more powerful.<\/p>\n<p><strong>More Resources:<\/strong><\/p>\n<hr\/>\n<p><em><i>Featured Image: KatePilko\/Shutterstock<\/i><\/em><\/p>\n<p><em>In-Post images created by V\u00e9ronique Barnard, May 2019<\/em><\/p>\n<\/div>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<br \/><iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.searchenginejournal.com\/how-google-universal-search-works\/419302\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The secrets behind the Google algorithm and its ranking factors have been the subject of heated debate for almost a quarter of a century. For&#8230;<\/p>\n","protected":false},"author":1,"featured_media":15522,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-15521","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Google Universal Search Ranking Works \u2013 Darwinism In Search - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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