{"id":840,"date":"2026-07-27T15:06:55","date_gmt":"2026-07-27T15:06:55","guid":{"rendered":"https:\/\/promptlocal.ai\/blog\/?p=840"},"modified":"2026-07-28T09:47:20","modified_gmt":"2026-07-28T09:47:20","slug":"how-answer-engines-decide-which-sources-to-name","status":"publish","type":"post","link":"https:\/\/promptlocal.ai\/blog\/how-answer-engines-decide-which-sources-to-name\/","title":{"rendered":"How Answer Engines Decide Which Sources to Name in 2026"},"content":{"rendered":"\n<link\n    href=\"https:\/\/fonts.googleapis.com\/css2?family=DM+Serif+Display&#038;family=Space+Mono:wght@400;700&#038;family=DM+Sans:wght@400;500;600;700&#038;display=swap\"\n    rel=\"stylesheet\">\n<style>\n    \/* ===== MOBILE RESPONSIVE IMPROVEMENTS ===== *\/\n    @media (max-width: 768px) {\n\n        .container {\n            max-width: 100%;\n            padding: 0 16px;\n        }\n\n        .hero {\n            padding: 50px 0 40px;\n        }\n\n        .hero h1 {\n            font-size: 28px;\n 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hero\">\n    <div class=\"container\">\n        <h1>How Answer Engines Decide Which Sources to Name in 2026<\/h1>\n        <p class=\"hero-sub\">Now that AI-based answer engines have become the predominant source through which individuals seek out information, search result visibility has ceased to be the sole metric of success for companies in the digital age. Businesses are finding ways to understand how answer engines decide which sources to name<\/p>\n    <\/div>\n<\/div>\n<div class=\"container\">\n    <div class=\"nomenclature\">\n        <p class=\"key_takeaways\"><b>Key takeaways:<\/b><\/p>\n        <div class=\"prose\">\n            <ul>\n                <li>Search ranking does not affect citation ranking, since answer engines do further analysis before using sources as citations.<\/li>\n                <li>Just being found does not mean being cited, as AI engines need to rank sources again before forming their answers.<\/li>\n                <li>It is more important to be credible than visible, because reputable companies can get citations even with poor search ranking.<\/li>\n                <li>Independent validation by third parties increases citation potential through building credibility for your company and information.<\/li>\n                <li>Detailed expert content has higher citation probability due to providing strong evidence for AI-based answers.<\/li>\n                <li>Consistency of signals from reputable sources builds AI confidence and improves chances to become a source for citation.<\/li>\n                <li>There are unique citation requirements for every AI engine, which means cross-platform authority is more important than authority on a single platform.<\/li>\n                <li>Continuous building of authority is needed for AI citations as the engines constantly evaluate the sources worth citing.<\/li>\n            <\/ul>\n        <\/div>\n    <\/div>\n    <div class=\"prose\">\n        <p>More than ever before, businesses are interested in determining how one company has been mentioned by an answer engine but not another, even though the latter company ranks highly in search engines. The explanation can be found in the difference between search rank and citation rank.<\/p>\n        <p>Search engines are meant to retrieve and rank webpages based on relevance and a variety of ranking signals; answer engines conduct one more check to figure out which sources are credible enough to support their answer.<\/p>\n        <p>how answer engines decide which sources to name? They take into account aspects like credibility, verification by independent sources, depth of information, objectivity, and relevancy to the query. Hence, it should come as no surprise that the ranking of search results does not determine the ranking of citations within AI systems.<\/p>\n    <\/div>\n    <section>\n        <h2>The Pipeline That Determines How Answer Engines Decide Which Sources to Name in 2026<\/h2>\n        <div class=\"prose\">\n            <p>When you pose a question to ChatGPT, Perplexity, or Gemini, the response isn't generated from a single source. Each engine operates a multi-phase retrieval process consisting of four separate stages:<\/p>\n            <p>The rate of selection is harsh. Approximately 15% of the pages that are retrieved are cited, and merely around 5% of the content accessed reaches the end user. This indicates that 95% of all the information the engine collects is eliminated before the response is generated.<\/p>\n            <p>Many brands fail at step four because they focus on optimizing for steps one and two, the retrieval phases akin to traditional SEO, and neglect to recognize that the citation choice operates on a completely different logic.<\/p>\n        <\/div>\n    <\/section>\n    <section>\n        <h2>Reasons Why Search Rank Fails to Predict Citation Rank in 2026<\/h2>\n        <div class=\"prose\">\n            <p>The most compelling proof that AI citation operates on a distinct pass is that 57.1% of sources in AI Overview originate from beyond Google's top 10 organic results, based on BrightEdge data.<\/p>\n            <p>An examination of <a href=\"https:\/\/www.llmreach.ai\/blog\/how-ai-engines-decide-what-to-cite\" target=\"_blank\" rel=\"noopener\"><u>17.2 million AI citations<\/u><\/a> revealed the gap is even more pronounced in Google AI Mode, with 88% of citations originating from sources beyond the organic top 10, and 37% of domains cited by AI missing completely from traditional search results.<\/p>\n            <p>Over fifty percent of the sources selected by the AI were not the pages that prevailed in conventional search. Conventional traffic metrics account for merely r\u00b2 \\= 0.05 of citation actions. That's almost no correlation. The Searchless Institute for Generative Intelligence's research found five re-ranking criteria used between search retrieval and citation:<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Classification of Source Credibility<\/h3>\n            <p>While conventional search engines focus on placing pages in the right order in the results, AI search engines perform an additional step of source credibility verification prior to making any citations in their responses. The citation ranking not only relies on the visibility but also on the credibility of a business, its authority on the web.<\/p>\n            <p>AI engines tend to cite businesses that have authoritative websites, correct structured data, clear authorship, proven expertise and consistent signals from authoritative third-party sources. Therefore, even if your business ranks lower than your competitors in Google Search, you can still enjoy higher visibility in AI citations because of the greater credibility.<\/p>\n            <ul>\n                <li>AI engines verify whether your business is a credible source, not only if it is highly ranked.<\/li>\n                <li>Signals of authority like expert content, credible business data, authoritative backlinks and mentions by third parties enhance the likelihood of citations.<\/li>\n                <li>Consistency across your website and business profiles as well as authoritative external sources increases credibility for AI engines.<\/li>\n                <li>The lower Google ranking does not exclude the possibility of higher citation visibility in AI engines for your business.<\/li>\n            <\/ul>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Consensus Verification<\/h3>\n            <p>AI algorithms favor referencing businesses that have verified information from various trustworthy sources online, rather than only their own website. They compare the specifics of their services, experience, payment models, honors, reviews, and reputation from independent publications, directories, reviewing platforms, and news articles.<\/p>\n            <p>In case of consensus about the same piece of information in a number of reliable sources, AI will have more faith in referencing that particular business. Thus, the citation ranking will depend not on how well you do in organic search but on the corroboration of your information on other websites.<\/p>\n            <ul>\n                <li>How answer engines decide which sources to name. AI algorithms seek confirmation between your website and independent third-party sources to cite your business.<\/li>\n                <li>A consensus of your information in review platforms, directories, media, and industry publications boosts trustworthiness of your business.<\/li>\n                <li>Your business becomes more likely to be referenced than other competitors that base only on their self-claimed information.<\/li>\n                <li>Even without a good organic ranking, consistent presence on various reliable websites helps you to get cited.<\/li>\n            <\/ul>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Weighting Evaluative Depth<\/h3>\n            <p>AI prefers companies that create content showing expertise rather than pages optimized purely for the purpose of ranking keywords. In-depth guides, service descriptions, research, case studies, FAQs, and educational materials can serve as better evidence for AI to form an answer.<\/p>\n            <p>When companies create more content of high quality and informative nature, they often turn into preferred citers for AI because of their ability to create more complete answers. Hence, even though some companies may not be highly ranked, the depth of content that they have can make them preferred citation sources for AI compared to companies that rely solely on SEO practices.<\/p>\n            <ul>\n                <li>Businesses get rewarded by AI for publishing deep, experience-based, and educational content.<\/li>\n                <li>Original research, case studies, practical guides, and FAQs become better evidence for AI-generated answers.<\/li>\n                <li>Expertise demonstrated in the full scope of the topic leads to higher chances of citation from AI.<\/li>\n                <li>Quality and informativeness of the content sometimes matter more for AI citations than SEO ranking.<\/li>\n            <\/ul>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Discounted Self-Ranking<\/h3>\n            <p>The AI engines are aware that businesses will always portray themselves in the best possible way. Although your business' website is a key source of reliable information, the AI engines usually prefer some form of confirmation of the claims made by your business concerning its performance, quality, and\/or reputation.<\/p>\n            <p>Coverage in reputable publications, independent reviews, industry reports, testimonials, and comparisons can serve to validate your claims. Therefore, your business will have a better chance of receiving citations from AI engines than businesses that have not been validated by any outside party.<\/p>\n            <ul>\n                <li>The AI engines take claims that are backed up by reputable outside sources much more seriously.<\/li>\n                <li>Industry publications, reputable media, and credible review sites make your business citation-ready.<\/li>\n                <li>Your website is still valuable, but outside recognition makes you eligible for citations.<\/li>\n                <li>Businesses with good third-party validation may out-perform highly ranked businesses with no outside validation.<\/li>\n            <\/ul>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Preference For Specific Expertise<\/h3>\n            <p>The objective of any AI technology is to provide the best possible answer to whatever question is asked, which will inevitably mean that they will mention those companies that possess relevant experience rather than mentioning the biggest company that pops up easily in search.<\/p>\n            <p>The smaller niche business offering relevant information about a certain topic, industry, location, or problem might be cited despite having weaker search rankings compared to its competitors. Citation rank is thus determined not by how visible a business is but by how well it responds to user intent.<\/p>\n            <ul>\n                <li>AI systems prefer citing businesses whose expertise corresponds to the exact question being posed by the user.<\/li>\n                <li>Specific topics, industries, locations, and customer needs make AI citations more relevant.<\/li>\n                <li>The specificity of expertise is better for generating AI citations than a general website even if it has great SEO.<\/li>\n                <li>It is often more important for AI citation rank to match user intent than to be on top of Google search.<\/li>\n            <\/ul>\n            <p>The key finding: a less prominent source with particular evaluative assertions about external entities was cited more favorably, even with a lower search ranking, whereas the foremost self-published list received fewer citations. The engine actively discourages self-promotion and incentivizes impartial assessment.<\/p>\n        <\/div>\n    <\/section>\n    <section>\n        <h2>The Indicators That Truly Decide If You Get Citations<\/h2>\n        <div class=\"prose\">\n            <p>In the existing research, five indicators reliably distinguish cited sources from those that are overlooked.<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Confidence in Entities<\/h3>\n            <p>This is the main signal. Entity confidence refers to how well an AI system identifies your brand, product, or author as a separate entity in its knowledge framework. Increased confidence in higher entities boosts the likelihood of citations across various query types.<\/p>\n            <p>Entity confidence is not established through your personal website. You establish it by having consistent mentions from third parties on various independent domains.<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Extractability of Passages<\/h3>\n            <p>The device must extract a standalone response from your page. The ideal length for a passage ranges from 40 to 80 words. The text should start with the conclusion, feature specific named entities, and present quantified assertions with proper source references.<\/p>\n            <p>Page positioning plays an important role as well: <a href=\"https:\/\/kime.ai\/blog\/chatgpt-citation-sources-decoded\" target=\"_blank\" rel=\"noopener\"><u>44.2% of ChatGPT citations<\/u><\/a> come from the first 30% of the text on the page, with the number dropping to 31.1% in the middle and 24.7% in the last third. Always lead off with your strongest arguments. Sites using FAQ schema have a 60% higher likelihood of appearing in AI answers.<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Cross-platform Validation<\/h3>\n            <p>When several independent sources depict the same entity with reliable characteristics, the confidence in the citation increases. This is large-scale consensus detection: the system does not rely on a single source asserting something about itself. It relies on a system of autonomous validation. The details of the confirmation are important as well.<\/p>\n            <p>A study by Princeton and Georgia Tech assessed the citation boost from various evidence types: quotes from named experts with credentials led to a 40.9% increase in citations, statistics accompanied by named sources raised citations by 30.6%, and inline citations to reputable references contributed an additional 27.5%. Unspecified assertions without references are overlooked.<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Content Quality Rating<\/h3>\n            <p>An analysis of <a href=\"https:\/\/arxiv.org\/abs\/2509.10762\" target=\"_blank\" rel=\"noopener\"><u>1,702 citations across three engines<\/u><\/a> revealed that overall page quality is a significant predictor of citation, with three key factors demonstrating the strongest correlation: metadata and freshness, semantic HTML, and structured data. Pages that reached a quality score of 0.70 or above with a minimum of 12 quality pillar hits showed significantly increased citation rates.<\/p>\n        <\/div>\n        <div class=\"prose\">\n            <h3 class=\"tag\">Depth of Absorption<\/h3>\n            <p>Receiving citations is not the final outcome. Research analyzing 602 prompts involving ChatGPT, Google AI Overview, and Perplexity identified an important difference between citation selection and citation absorption.<\/p>\n            <p>Perplexity and Google reference more sources on average, whereas ChatGPT cites fewer sources but demonstrates significantly greater average citation impact among retrieved pages.<\/p>\n            <p>The pages incorporated into the response, rather than merely cited as footnotes, exhibit characteristics: increased length, organized structure, semantic relevance to queries, and extractable information such as definitions, numerical data, comparisons, and procedural instructions.<\/p>\n        <\/div>\n    <\/section>\n    <section>\n        <h2>Every Engine Possesses Its Unique Citation Personality<\/h2>\n        <div class=\"prose\">\n            <p>This number should shift your perspective on AI visibility: just <a href=\"https:\/\/surfacedby.com\/blog\/ai-citation-study-engine-overlap\" target=\"_blank\" rel=\"noopener\"><u>2.7% of the 11,647 cited domains<\/u><\/a> in a cross-engine analysis showed up in all five leading engines. That amounts to 309 domains from a total of 11,647.<\/p>\n            <p>The rivalry for those positions is intense: engines generally reference 4 to 5 sources for each response, with Google AI Mode citing a source in 97.9% of its responses, whereas Gemini does so only in 74.0%.<\/p>\n            <p>The engines that base their responses on retrieval offer significantly more citation possibilities than those that rely solely on training data. The distribution reveals the complete narrative:<\/p>\n            <div class=\"overflow-hidden rounded-xl border border-gray-300 dark:border-gray-700 mb-4 mt-2\">\n                <table class=\"min-w-full border-collapse m-0\">\n                    <thead class=\"bg-gray-100 dark:bg-gray-800\">\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <th class=\"px-4 py-2 text-left text-sm font-semibold text-gray-700 dark:text-gray-200\">Engines Source Citing<\/th>\n                            <th class=\"px-4 py-2 text-left text-sm font-semibold text-gray-700 dark:text-gray-200\">Share of Domains (%)<\/th>\n                        <\/tr>\n                    <\/thead>\n                    <tbody class=\"[&#038;>tr:nth-child(odd)]:bg-white dark:[&>tr:nth-child(odd)]:bg-gray-900 [&>tr:nth-child(even)]:bg-gray-50 dark:[&>tr:nth-child(even)]:bg-gray-800\">\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">1<\/td>\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">69.6<\/td>\n                        <\/tr>\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">2<\/td>\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">16.3<\/td>\n                        <\/tr>\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">3<\/td>\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">7.4<\/td>\n                        <\/tr>\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">4<\/td>\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">4.1<\/td>\n                        <\/tr>\n                        <tr class=\"hover:bg-blue-50 dark:hover:bg-gray-700 transition\">\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">5<\/td>\n                            <td class=\"px-4 py-2 text-gray-800 dark:text-gray-100\">2.7<\/td>\n                        <\/tr>\n                    <\/tbody>\n                <\/table>\n            <\/div>\n            <p>Almost 70% of referenced sources show up in the answers of just one search engine. The engines are drawn from different sources. Their citation styles are unique. The differences in volume are equally pronounced.<\/p>\n            <p>Gemini averages 11.0 sources for each answer, whereas ChatGPT has 3.7. Claude references YouTube in 0.02% of its sources, whereas Google AI Mode references it in 11.2%. Claude seldom cites Reddit at 0.01%, whereas Google AI Mode uses Reddit in 4.0% of its references.<\/p>\n            <p>The operational outcome: focusing on \"AI search\" as a sole objective results in optimizing for an average that does not represent any actual engine. You require a cross-engine presence, indicating the need for cross-platform evidence of your entity rather than just one optimized page.<\/p>\n        <\/div>\n    <\/section>\n    <section>\n        <h2>Reasons Earned Media Prevails in Re-Ranking Process<\/h2>\n        <div class=\"prose\">\n            <p>All indicators influencing AI citation choice lead to the same conclusion: external credibility surpasses internal optimization. The information is straightforward. Between 82% and 85% of AI citations are sourced from third-party sites rather than from brand-operated websites.<\/p>\n            <p>A brand's official website receives citations 6.5 times less often than external discussion forums. The self-ranking discount punishes brands that refer to themselves. Consensus detection necessitates independent verification.<\/p>\n            <p>Entity confidence is established via external references, rather than internal assertions. Pages that rank in positions 1 to 5 are still referenced 3 to 5 times more frequently than those in positions 6 to 20, but this benefit arises because the top-ranking pages are usually recognized as authoritative third-party sources rather than from the rank alone.<\/p>\n            <p>The structural rationale behind the existence of Generative Engine Optimization (GEO) as a field is outlined here. Conventional PR positioned brands in media outlets to connect with human audiences.<\/p>\n            <p>GEO positions brands within publications to create the entity graph that AI systems utilize to determine citation eligibility. The placement serves as the foundational material. The output is the citation.<\/p>\n            <p>The opportunity to construct that entity graph is not everlasting. According to data from Otterly.AI, just 30% of brands keep visibility between AI responses. The engines are dynamic. They continually reassess. A brand that received a citation last month doesn't necessarily retain it this month.<\/p>\n            <p>The re-ranking process occurs each time a user poses a question. You are either establishing the evidence foundation that withstands re-ranking, or you are witnessing your citation vanish while a competitor with more substantial third-party signals secures the position.<\/p>\n        <\/div>\n    <\/section>\n    <section>\n        <div class=\"custom-section\">Wrapping Up<\/div>\n        <div class=\"prose\">\n            <p>AI citation is a move away from simply achieving good results for search ranking towards becoming an authority which the answer engines trust enough to cite. Although good search rankings still hold value since they help in achieving better discoverability, they represent only a part of the puzzle.<\/p>\n            <p>AI engines are more inclined towards citing those sources which are credible, validated by the web, offer comprehensive and valuable information, refrain from using marketing without evidence, and are aligned with what the user needs. So, success in AI search relies on creating a reputable digital footprint and not just working on their SEO metrics.<\/p>\n            <p>Companies which will create valuable content, maintain consistent information on the trustworthy sources, receive independent recognition, and create helpful materials will be able to achieve citation visibility.<\/p>\n            <p>As AI-powered answer engines keep influencing the way people find the products and services and the experts in their fields, understanding of AI citations will become an important part of the modern search strategy.<\/p>\n        <\/div>\n    <\/section>\n    <section class=\"faq-section\">\n        <div class=\"custom-section\">FAQs<\/div>\n        <div class=\"faq-list\">\n            <details class=\"faq-item\">\n                <summary>How does the citation process in AI differ from traditional search ranking?<\/summary>\n                <p>While traditional search ranking involves the ordering of pages in a search engine results page, AI citation involves deciding which sources will be mentioned in an AI-generated response. An organization can have high visibility on Google Search but fail to be cited by an AI assistant because other sources might be considered more credible or relevant than the business due to having more compelling evidence to support their claims or answering the user's questions better.<\/p>\n            <\/details>\n            <details class=\"faq-item\">\n                <summary>Is it possible for a website that ranks lower to get more citations than a highly ranked competitor?<\/summary>\n                <p>Absolutely. An AI does not select merely on the basis of page ranking but also takes into account a number of other factors. Some of these factors include content authority, subject matter expertise, consistent information from reliable sources, and credibility of the organization on the part of third-party sites. As a result, although the website may be ranked poorly in terms of visibility, it can still be selected as a citation source.<\/p>\n            <\/details>\n            <details class=\"faq-item\">\n                <summary>Does increasing content output lead to increased citations from AI?<\/summary>\n                <p>The mere increase in content output does not mean that you will have more AI citations. The AI crawlers tend to value content that provides information and is relevant to the question posed by the user. Useful, informative articles, guides, researches, and other types of material can serve as proof better than dozens of short and repetitive articles. Companies should create informative materials rather than trying to write as much content as possible in order to get more citations.<\/p>\n            <\/details>\n            <details class=\"faq-item\">\n                <summary>Is technical SEO still relevant for AI citation?<\/summary>\n                <p>Technical SEO remains pertinent in the sense that it helps in making the search engine or AI able to locate, access and understand the information in websites. The parameters that help in increasing the accessibility of content include crawlability, data structuring, page loading speed, good architecture of the website and indexing. However, it is worth noting that technical SEO will not be enough to achieve the objective of citation by AI. It needs quality content and reliable sources.<\/p>\n            <\/details>\n            <details class=\"faq-item\">\n                <summary>Is AI citation going to play a more important role than conventional SEO?<\/summary>\n                <p>AI citations seem to be complementing the traditional SEO approach rather than acting as a replacement to the former. Search engines continue to drive traffic to websites; however, on the other hand, there has been a shift in the ways of information discovery and consumption owing to AI answer engines. Those businesses that have good visibility on search engines coupled with credible and evidence-based content will definitely have an edge when it comes to AI citations.<\/p>\n            <\/details>\n        <\/div>\n    <\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Now that AI-based answer engines have become the predominant source through which individuals seek out information, search result visibility has ceased to be the sole metric of success for companies in the digital age. Businesses are finding ways to understand how answer engines decide which sources to name<\/p>\n","protected":false},"author":1,"featured_media":850,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[22],"tags":[],"class_list":["post-840","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-geo"],"_links":{"self":[{"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/posts\/840","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/comments?post=840"}],"version-history":[{"count":5,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/posts\/840\/revisions"}],"predecessor-version":[{"id":865,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/posts\/840\/revisions\/865"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/media\/850"}],"wp:attachment":[{"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/media?parent=840"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/categories?post=840"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/promptlocal.ai\/blog\/wp-json\/wp\/v2\/tags?post=840"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}