[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-294120-105":59,"doc-detail-294120-en":130},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":123,"head_meta":125,"extra_data":127,"updated_unix":129},105,"en","search-quality-rater-guidelines-an-overview","Search Quality Rater Guidelines - An Overview","","Search Quality Rater Guidelines - An Overview explains how search engines deliver helpful, relevant, and reliable information through a combination of automated ranking, helpful search features, and content policies. It describes how systems process massive numbers of pages rapidly, match query words and concepts with indexed information, and handle both simple and natural-language intent. It also outlines how improvements are evaluated using rigorous experiments and feedback from search quality raters, with reviews by data scientists, product managers, and engineers.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":30,"@type":76,"position":81},"https://docshare.wps.com/document/technology/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/search-quality-rater-guidelines-an-overview/294120/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/search-quality-rater-guidelines-an-overview/294120.png","ImageObject",300,407,{"name":92,"@type":93},"Quinn Holloway","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-18","2026-09-17",true,{"@type":102,"interactionType":103,"userInteractionCount":52},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What are the key elements that guide how search engines approach information quality?","Question",{"text":112,"@type":113},"They rely on high-quality automated ranking, helpful search features, and content policies designed to present helpful, reliable information.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How do search engines aim to ensure search results are relevant?",{"text":117,"@type":113},"They use systems that match words and concepts in queries with related information in the index, ranging from handling misspellings and synonyms to advanced AI for complex natural-language queries.",{"name":119,"@type":110,"acceptedAnswer":120},"How are improvements to Search evaluated and launched?",{"text":121,"@type":113},"Proposed changes go through a rigorous evaluation process using metrics and experiments, with review by data scientists, product managers, and engineers, plus additional privacy and legal reviews before launch.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},294120,1789675372,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":29,"category_name":30,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":52,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":139,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":129,"read_time":144},2336474466712,"https://ap-avatar.wpscdn.com/davatar_a8503ba1806abce46bf441b54a3ca4cd","Search Quality Rater Guidelines:  \nAn Overview  \nDownload the full Search Quality Rater Program Guidelines  \nContents  \nIntroduction  \n\n| Section 01 | How Search Works |\n| --- | --- |\n| Section 02 | Improving Search |\n| Section 03 | The Search Quality Rating Process |\n| Section 04 | Summary |\n\nNovember 2023  \nSearch Quality Rater Guidelines: An Overview 2/36  \nIntroduction  \nSearch engines exist to help people find helpful, relevant, and reliable information . To do that, search engines must provide a diverse set of high quality search results, presented in the most helpful way.  \nAt Google, we like to say that Search is not a solved problem: We’re constantly making improvements to make Search work better for our users. We put all proposed improvements to our Search product through a rigorous evaluation process. This process includes soliciting feedback from “Search Quality Raters”, who help us measure how people are likely to experience our results.  \nIn this document, we briefly explain how Search works and how we improve Search through these search quality evaluations.  \nSearch Quality Rater Guidelines: An Overview 3/36  \nHow Search Works  \nHow Search Works  \nFor many people, Google Search is a place they go when they want to find information about a question, whether it’s to learn more about an issue or fact check a friend quoting a stat about last weekend’s football game .  \nPeople use Search for billions of queries every day, and one of the reasons they continue to come to Google is they know that they can often find relevant, reliable information that they can trust. To help us do this, we rely on three key elements that inform our approach to information quality:  \nHigh-quality automated ranking: We design our automated ranking systems to identify information that people are likely to find useful and reliable.  \nHelpful Search features: We have developed a number of Search features that not only help our users make sense of all the information they’re seeing online, but that also provide direct access to information from authoritative sources — including intergovernmental organizations or government entities.  \nContent policies: We have policies for what can appear in Search to make sure that we’re showing high quality and helpful content.  \nSearch Quality Rater Guidelines: An Overview 5/36  \nHow Search Works  \nIn less than half a second, our systems sort through hundreds of billions of web pages to try and find the most relevant and reliable results available. Our ranking systems are therefore developed with the goals of returning relevant and reliable results. To ensure relevance of search results, we have a variety of systems that aim to match the words and concepts in users’ queries with related information in our index. This ranges from systems that understand things like misspellings or synonyms to more advanced AI-based systems that can understand more complex, natural-language queries.  \nHowever, when it comes to reliability —that is, finding highquality, trustworthy information — even with our advanced information understanding capabilities, search engines like Google do not understand content the way humans do. Our systems often can’t tell from the words or images alone if something is exaggerated, incorrect, low quality, or otherwise unhelpful.  \nSearch Quality Rater Guidelines: An Overview 6/36  \nHow Search Works  \nSearch engines largely understand the quality of content through what are commonly called“signals.” You can think of these as clues about the characteristics of a page that align with what humans might interpret as high quality or reliable. For example, the number of quality pages that link to a particular page is a signal that a page may bea trusted source of information on a topic.  \nLearn more about How Search Works here  \nSearch Quality Rater Guidelines: An Overview 7/36  \nImproving Search  \nImproving Search  \nWe’re constantly making improvements to Search—more than 4,725 in 2022 alone . Thes","cbCainTlBD3TS6Xl","https://ap.wps.com/l/cbCainTlBD3TS6Xl","pdf",589626,36,"English","# Introduction\n# How Search Works\n## Improving Search\n# The Search Quality Rating Process\n# Summary","[{\"question\":\"What are the key elements that guide how search engines approach information quality?\",\"answer\":\"They rely on high-quality automated ranking, helpful search features, and content policies designed to present helpful, reliable information.\"},{\"question\":\"How do search engines aim to ensure search results are relevant?\",\"answer\":\"They use systems that match words and concepts in queries with related information in the index, ranging from handling misspellings and synonyms to advanced AI for complex natural-language queries.\"},{\"question\":\"How are improvements to Search evaluated and launched?\",\"answer\":\"Proposed changes go through a rigorous evaluation process using metrics and experiments, with review by data scientists, product managers, and engineers, plus additional privacy and legal reviews before launch.\"}]","Search Quality Rater Guidelines - An Overview | PDF",91]