{"id":17918,"date":"2026-01-15T09:17:28","date_gmt":"2026-01-15T09:17:28","guid":{"rendered":"https:\/\/www.20i.com\/blog\/?p=17918"},"modified":"2026-01-15T09:21:25","modified_gmt":"2026-01-15T09:21:25","slug":"google-search-quality-raters-who-they-are-why-they-matter","status":"publish","type":"post","link":"https:\/\/www.20i.com\/blog\/google-search-quality-raters-who-they-are-why-they-matter\/","title":{"rendered":"Google Search Quality Raters \u2013 Who they are and why they still matter in the AI era\u00a0"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Google&#8217;s search algorithm runs on thousands of signals: Fifteen-plus ranking systems. Over 200 ranking factors. Constant updates and refinements.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But there\u2019s another, often overlooked layer to how Google evaluates content, one with a distinctly human element. I\u2019m talking about Search Quality Raters, real people who manually assess and rate websites.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While you can\u2019t optimise directly for a rater, understanding who they are, what they look for, and why their feedback matters is key to ensuring your content aligns with what Google ultimately wants to rank.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I\u2019ve spent some time as a search quality rater myself, and in this post we\u2019ll explore who Search Quality Raters are, how they evaluate content, and what that means for your SEO\/AI &nbsp;strategy going forward.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0-who-are-the-search-quality-raters-\">Who are the Google Search Quality Raters?&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Search Quality Raters are contractors hired by third-party companies, not direct Google employees.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Their role is to evaluate how well search results align with user intent and to provide qualitative feedback based on a detailed framework.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anyone can apply to be a search quality rater, however there is a screening process including a multiple-choice test, to ensure that candidates are familiar with the Search Quality Rater Guidelines \u2013 a 180+ page document outlining how to accurately assess a page.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Raters are also selected based on their language, location, local market knowledge, and any expertise they may have in areas such as \u2018Your Money or Your Life\u2019 ( YMYL) topics.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u27a1\ufe0f YMYL refers to topics that could potentially impact a person&#8217;s health, financial stability, or safety if the information provided is inaccurate or misleading.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why are human raters needed?&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Algorithms are good at pattern matching, but they struggle with nuance. They cannot always tell whether content helps people or just looks good on paper.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">They are also still getting grips with reliably detecting AI content, and they cannot judge whether something is <em>genuinely<\/em> authoritative or just well-optimised filler.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">That&#8217;s what humans are for.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s important to note that Google has <a href=\"https:\/\/www.seroundtable.com\/google-quality-raters-do-not-directly-impact-rankings-29892.html\" target=\"_blank\" rel=\"noreferrer noopener\">said multiple times<\/a>, that quality raters do not directly impact search rankings.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Instead, what they provide is essentially feedback and training to ensure that the algorithm itself is accurate and understands both content and intent.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">What Do Search Quality Raters Actually Evaluate? Example Criteria&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google tends to be conservative with the information it provides about raters and the job they do.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The Search Quality Rater Guidelines give good insight into what is being assessed, but the methods are held relatively secret \u2013 raters must sign a non-disclosure agreement regarding the dashboards and exact tools used.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A leaked rater scorecard from 2012, recreated and shared by <a href=\"https:\/\/zyppy.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Cyrus Shepard of Zyppy<\/a>, offered clear insight into what early evaluations looked like:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"415\" src=\"https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png.webp\" alt=\"Leaked Google quality rating scorecard from 2012\" class=\"wp-image-17959\" srcset=\"https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png.webp 700w, https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png-300x178.webp 300w, https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png-200x120.webp 200w, https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png-400x237.webp 400w, https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/leaked-google-rating-scorecard.png-150x89.webp 150w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">While the scorecard is now over a decade old, it provides important historical context for understanding how Google approaches quality evaluation.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This document outlined specific criteria that raters used to assess landing pages. Key elements included:&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;\u2022 Does the page load properly?&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Is it in the appropriate language for the target region?&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Quality of the Main Content (is it helpful? Is it accurate? Is it originally created?)&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Quality of supplementary content and ads&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 Information about the website and content creator&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A recreation of a more modern rater card shows Google&#8217;s current evaluation framework maintains similar principles but with more nuance &#8211; raters evaluate content on a spectrum rather than simple yes\/no criteria.<strong>&nbsp;<\/strong>&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"624\" height=\"357\" src=\"https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/google-searc-quality-rater-card-quality-matrix.jpg\" alt=\"Google search quality check card\" class=\"wp-image-17960\" srcset=\"https:\/\/www.20i.com\/blog\/wp-content\/uploads\/2025\/12\/google-searc-quality-rater-card-quality-matrix.jpg 624w, https:\/\/www.20i.com\/blog\/wp-content\/smush-webp\/2025\/12\/google-searc-quality-rater-card-quality-matrix-300x172.jpg.webp 300w, https:\/\/www.20i.com\/blog\/wp-content\/smush-webp\/2025\/12\/google-searc-quality-rater-card-quality-matrix-400x229.jpg.webp 400w, https:\/\/www.20i.com\/blog\/wp-content\/smush-webp\/2025\/12\/google-searc-quality-rater-card-quality-matrix-150x86.jpg.webp 150w\" sizes=\"auto, (max-width: 624px) 100vw, 624px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Modern Quality Assessment includes:<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&nbsp;\u2022 Page Content and Purpose: <\/strong>Does the main content directly address the user&#8217;s search query and provide genuine value?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 <strong>Main Content Quality:<\/strong> Is there enough substantive content? Is it clearly presented and logically organised? Is it accurate? Is the writing professional?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022<strong> Supplementary Content and Ads: <\/strong>Do ads or sidebars distract from the main content, or do they add value?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2022 <strong>Website and Creator Information:<\/strong> Can readers easily find information about who created the content and the website&#8217;s reputation?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From my own time as a search quality rater in 2023, I I can confirm that similar cards were in use, and tasks included rating individual landing pages, entire search results pages, YouTube videos, and AI overview responses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;While you can\u2019t optimise directly for raters, you can align your strategy with the signals they\u2019re trained to look for.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Build Content with a Clear Purpose and Outcome<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s easy to slip into a content maximalist mindset, where every keyword needs a page.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, if your content doesn\u2019t have a true reason for existing, it\u2019s unlikely to satisfy Google or users.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Raters are told to assess whether content has a clear purpose and a specific benefit for the reader, and if not, it\u2019s marked down.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aim to get to the point quickly, offer something tangible, and avoid publishing just to hit quotas.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ask yourself:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What does the reader gain from this page?<\/li>\n\n\n\n<li>Is the outcome obvious in the first few paragraphs?<\/li>\n\n\n\n<li>Does this piece need to exist?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If the answer to that last question is unclear, don\u2019t publish it.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Match Your Content to Search Intent<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">All search queries fall into one of four categories: <em>Know<\/em>, <em>Do<\/em>, <em>Website<\/em>, or <em>Visit-in-person<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Know <\/em>is for informational searches, <em>Do <\/em>focuses on actions such as buying,<em> Website <\/em>is for direct brand searches ie: 20i login, and <em>Visit in person<\/em> is for directions and visiting physical businesses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Quality raters are trained to evaluate how well content aligns with the underlying intent of a search.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Before writing, determine:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What kind of query is this?<\/li>\n\n\n\n<li>Does the format of my content match the intent?<\/li>\n\n\n\n<li>Am I solving the problem the user is trying to solve?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">A how-to guide shouldn\u2019t read like a sales page. A product page shouldn\u2019t ramble and turn into a blog post. The format, tone, and content must match the user\u2019s objective.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Stay Topically Aligned with Your Core Themes<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Search Quality Raters don\u2019t just evaluate your page in isolation, they look at how well it fits with the rest of your site\u2019s content.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is done to check that content is relevant, and that it isn\u2019t written by a website simply churning out content for the sake of it. If you stray too far from your core offering it may dilute your authority.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Avoid scattergun content. Instead:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build content silos around specific topic areas<\/li>\n\n\n\n<li>Use internal linking to connect related pages<\/li>\n\n\n\n<li>Categorise clearly and avoid a bloated, catch all approach.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The more consistent your topical themes, the more your site becomes a reliable source within that subject area.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Demonstrate Real Expertise and First-Hand Experience<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One of the clearest quality signals to both raters and algorithms is whether the content feels like it was written by a subject matter expert.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Content from true experts is becoming increasingly sought after, particularly with the rise of AI content.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Demonstrating your experience or qualifications within your field will help your content stand out when rated.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your content should:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Include an author bio with relevant credentials such as qualifications, awards, or relevant publications you\u2019ve written for.<\/li>\n\n\n\n<li>Reference personal experience where possible<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For product reviews, walkthroughs, comparisons, and how-to content, nothing builds trust like showing that you\u2019ve done it yourself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This also ties directly into Google\u2019s <a href=\"https:\/\/www.20i.com\/blog\/eeat-quick-wins-to-boost-seo\/\">E-E-A-T principles<\/a>: Experience, Expertise, Authoritativeness, and Trustworthiness.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">You can\u2019t optimise for Search Quality Raters directly. But you can create content that\u2019s designed to meet the standards they evaluate against.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By focusing on quality, authenticity, real expertise, and genuine user value, you&#8217;re building pages that raters will naturally view favorably.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Given that these people are working from a guidebook written by Google themselves, it serves to reason that by impressing a rater, you\u2019ll impress the algorithm in the long run.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Want to learn more about SEO? Read our breakdown on <a href=\"https:\/\/www.20i.com\/blog\/why-branded-seo-traffic-is-more-important-than-ever\/\">why branded SEO traffic is more important than ever<\/a>.<a id=\"_msocom_1\"><\/a><\/p>\n\n\n<div class='code-block code-block-2' style='margin: 8px 0; clear: both;'>\n\n<div class='ai-rotate ai-unprocessed ai-rotate-2-11561261' data-shares='WzUwLDEwMF0=' style='position: relative;'>\n<div class=\"ai-rotate-option\" data-index=\"1\" data-name=\"UmVzZWxsZXIgSG9zdGluZw==\" data-code=\"Cjxocj4KPGJyIC8+CjxhIGhyZWY9Imh0dHBzOi8vd3d3LjIwaS5jb20vcmVzZWxsZXItaG9zdGluZyIgdGFyZ2V0PSJfYmxhbmsiPjxpbWcgc3JjPSJodHRwczovL3d3dy4yMGkuY29tL2Jsb2cvd3AtY29udGVudC91cGxvYWRzLzIwMjYvMDMvQmxvZy1BZC1SZXNlbGxlci0xMjAweDYyNS0xLnBuZyIgbG9hZGluZz0ibGF6eSIgYWx0PSJVbmxpbWl0ZWQgUmVzZWxsZXIgSG9zdGluZyI+PC9hPgoK\">\n<\/div>\n<div class=\"ai-rotate-option\" data-index=\"2\" data-name=\"MjBpIFlvdVR1YmU=\" data-code=\"Cjxocj4KPGJyIC8+CjxhIGhyZWY9Imh0dHBzOi8vd3d3LnlvdXR1YmUuY29tL0AyMGlob3N0aW5nP3N1Yl9jb25maXJtYXRpb249MSIgdGFyZ2V0PSJfYmxhbmsiPjxpbWcgc3JjPSJodHRwczovL3d3dy4yMGkuY29tL2Jsb2cvd3AtY29udGVudC91cGxvYWRzLzIwMjYvMDUvMjBpLVlvdVR1YmUtMTIwMHg2MjUtMS5wbmciIGxvYWRpbmc9ImxhenkiIGFsdD0iMjBpIFlvdVR1YmUiPjwvYT4=\">\n<\/div>\n<\/div>\n<script>if (typeof ai_js_code == 'boolean') {var ai_block_div = document.querySelector ('.ai-rotate-2-11561261'); ai_process_rotation (ai_block_div); ai_block_div.classList.remove ('ai-rotate-2-11561261');};<\/script>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"Google&#8217;s search algorithm runs on thousands of signals: Fifteen-plus ranking systems. Over 200 ranking factors. Constant updates and&hellip;","protected":false},"author":33,"featured_media":17956,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","footnotes":""},"categories":[292],"tags":[],"class_list":["post-17918","post","type-post","status-publish","format-standard","has-post-thumbnail","category-seo-digital-strategy","cs-entry"],"_links":{"self":[{"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/posts\/17918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/comments?post=17918"}],"version-history":[{"count":6,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/posts\/17918\/revisions"}],"predecessor-version":[{"id":18269,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/posts\/17918\/revisions\/18269"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/media\/17956"}],"wp:attachment":[{"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/media?parent=17918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/categories?post=17918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.20i.com\/blog\/wp-json\/wp\/v2\/tags?post=17918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}