{"id":15552,"date":"2026-04-20T14:46:36","date_gmt":"2026-04-20T14:46:36","guid":{"rendered":"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/"},"modified":"2026-04-20T14:46:36","modified_gmt":"2026-04-20T14:46:36","slug":"what-is-agentic-search-and-why-seos-need-to-pay-attention","status":"publish","type":"post","link":"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/","title":{"rendered":"What Is Agentic Search? (And Why SEOs Need to Pay Attention)"},"content":{"rendered":"<p>AI search exists on a spectrum.<\/p>\n<p>At one end: a human asks an AI a question and gets a fast, generated response.<\/p>\n<p>At the other: an AI receives a goal and browses the web on a human\u2019s behalf. It evaluates your brand, makes a decision, and leaves no trace in your analytics.<\/p>\n<p>That\u2019s agentic search.<\/p>\n<p>And it\u2019s already emerging.<\/p>\n<p>ChatGPT\u2019s deep research, Gemini\u2019s agentic mode, and Perplexity\u2019s research features are early expressions of it. Shopping within ChatGPT and booking tables without ever visiting a website are where it\u2019s heading.<\/p>\n<p>AI systems are already running multi-step evaluations with less human direction at each step.<\/p>\n<p>The brands that show up in those evaluations aren\u2019t waiting to see how this develops.<\/p>\n<p>They\u2019re optimizing for it now.<\/p>\n<p>By the end of this guide, you\u2019ll know what agentic search is, how it differs from typical AI search, and how you can prepare your brand for it.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#What_Agentic_Search_Actually_Is\" >What Agentic Search Actually Is<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Examples_of_Agentic_Search_in_Action\" >Examples of Agentic Search in Action<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Why_This_Is_Different_from_What_SEOs_Already_Know\" >Why This Is Different from What SEOs Already Know<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Rankings_Matter_Less_Than_Before_for_Overall_Visibility\" >Rankings Matter Less Than Before for Overall Visibility<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Your_Content_Depth_Is_Now_a_Competitive_Advantage\" >Your Content Depth Is Now a Competitive Advantage<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Breadth_Now_Matters_Just_as_Much_as_Depth\" >Breadth Now Matters Just as Much as Depth<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Your_Site_Needs_to_Be_Usable_By_Agents_Not_Just_People\" >Your Site Needs to Be Usable By Agents, Not Just People<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#What_Agents_Actually_Look_At\" >What Agents Actually Look At<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Your_Website\" >Your Website<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Review_Platforms_G2_Capterra_Trustpilot\" >Review Platforms (G2, Capterra, Trustpilot)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Community_Signals_Reddit_Other_Forums\" >Community Signals (Reddit &amp; Other Forums)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Third-Party_Editorial\" >Third-Party Editorial<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#6_Things_to_Do_Before_Agentic_Search_Goes_Mainstream\" >6 Things to Do Before Agentic Search Goes Mainstream<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#1_Run_a_Cross-Source_Consistency_Audit\" >1. Run a Cross-Source Consistency Audit<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#2_Build_Hub_Pages_for_Your_Highest-Value_Queries\" >2. Build Hub Pages for Your Highest-Value Queries<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#3_Pressure-Test_Your_Declared_Audience\" >3. Pressure-Test Your Declared Audience<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#4_Ask_Customers_for_More_Detailed_Reviews\" >4. Ask Customers for More Detailed Reviews<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#5_Check_Your_Accessibility\" >5. Check Your Accessibility<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#6_Implement_Agentic_Search_Protocols\" >6. Implement Agentic Search Protocols<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#7_Monitor_Your_AI_Footprint\" >7. Monitor Your AI Footprint<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Run_Regular_Brand_Queries\" >Run Regular Brand Queries<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Check_Your_Server_Logs_for_AI_Crawler_Activity\" >Check Your Server Logs for AI Crawler Activity<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/04\/20\/what-is-agentic-search-and-why-seos-need-to-pay-attention\/#Get_Your_Site_Ready_for_Agentic_Search\" >Get Your Site Ready for Agentic Search<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Agentic_Search_Actually_Is\"><\/span>What Agentic Search Actually Is<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Agentic search is AI that searches and acts on your behalf \u2014 not just composing an answer from its training data, but going out to find information, use tools, and complete tasks.<\/p>\n<p>At the simpler end of the agentic search spectrum, the AI retrieves sources and synthesizes a response.<\/p>\n<p>At the more complex end, the AI agent receives a search goal, breaks it into sub-tasks, searches across multiple sources, cross-references what it finds, and takes action, without waiting for your input at each stage.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"the-ai-search-spectrum\" data-aspect-ratio=\"0.61571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/the-ai-search-spectrum.png\" loading=\"lazy\" alt=\"| Craig Hordlow\"><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Examples_of_Agentic_Search_in_Action\"><\/span>Examples of Agentic Search in Action<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>At the simpler end of the agentic search spectrum, you give an AI tool a prompt like \u201cWhich project management software is best for a remote team of ten?\u201d<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"ChatGPT \u2013 Best management software\" alt=\"ChatGPT \u2013 Best management software\" data-aspect-ratio=\"1.0557142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/chatgpt-best-management-software.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>It won\u2019t just produce an answer from its training data. It\u2019ll go online, search for comparison articles, pull pricing and feature information from review platforms, and synthesize a recommendation.<\/p>\n<p>Move further along the AI search spectrum and the behavior gets more complex.<\/p>\n<p>For instance, imagine you ask the AI to research the competitive landscape in your market. It formulates a plan, then runs multiple searches across different source types \u2014 news coverage, review platforms, company pages, industry analysis.<\/p>\n<p>It cross-references what it finds, and you get a structured report.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Perplexity \u2013 Project management software\" alt=\"Perplexity \u2013 Project management software\" data-aspect-ratio=\"0.91571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/perplexity-project-management-software.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>You\u2019re still the one taking action based on this report, but this is a step up from the fairly simple, synthesized response we\u2019re now used to.<\/p>\n<p>Further still: some agents don\u2019t need a prompt at all. Configured with a recurring search task, like monitoring competitor pricing, flagging new entrants, or summarizing industry news weekly, they run on a schedule.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"ChatGPT \u2013 Create tasks\" alt=\"ChatGPT \u2013 Create tasks\" data-aspect-ratio=\"0.49142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/chatgpt-create-tasks.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And at the furthest end of the agentic search spectrum, the AI finds the right option, evaluates it against alternatives, and completes a transaction on your behalf. You asked for a recommendation. It booked the table.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"ChatGPT \u2013 Table booking\" alt=\"ChatGPT \u2013 Table booking\" data-aspect-ratio=\"0.78142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/chatgpt-table-booking.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Both <a title=\"Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol | OpenAI\" href=\"https:\/\/openai.com\/index\/buy-it-in-chatgpt\/\" target=\"_blank\" rel=\"noopener\">OpenAI<\/a> and <a title=\"Google\" href=\"https:\/\/techcrunch.com\/2026\/01\/11\/google-announces-a-new-protocol-to-facilitate-commerce-using-ai-agents\/\" target=\"_blank\" rel=\"noopener\">Google<\/a> have published open protocols specifically designed to make this possible (more on them soon).<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_This_Is_Different_from_What_SEOs_Already_Know\"><\/span>Why This Is Different from What SEOs Already Know<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Agentic search challenges some of the core assumptions SEO has operated on for years.<\/p>\n<p>Here are the three that matter most.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Rankings_Matter_Less_Than_Before_for_Overall_Visibility\"><\/span>Rankings Matter Less Than Before for Overall Visibility<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI tools are built to pull from a deliberately diverse range of sources, not just the highest-ranking pages.<\/p>\n<p>A single search query triggers retrieval across multiple source types: editorial content, review platforms, community forums, company pages. No single ranking position dominates that process.<\/p>\n<p>AI tools also heavily weigh up content and brand relevance when forming responses, versus factors like <a title=\"Free Website Authority Checker: Check Any Domain&#039;s Score\" href=\"https:\/\/backlinko.com\/tools\/website-authority\" target=\"_blank\" rel=\"noopener\">website authority<\/a>, which is more important for SEO.<\/p>\n<p>That doesn\u2019t mean backlinks don\u2019t matter \u2014 they do. But topical depth and relevance to the searcher\u2019s intent are the focus in these tools.<\/p>\n<p>Finally, when an AI tool processes a search, it generates multiple related sub-queries, pulling from the results of each. This is called <a title=\"What Is Query Fan-Out &amp; Why Does It Matter?\" href=\"https:\/\/www.semrush.com\/blog\/query-fan-out\/\" target=\"_blank\" rel=\"noopener\">query fan-out<\/a>.<\/p>\n<p>Your ranking for the original keyword is just one input into a much wider retrieval process. This makes broader topical coverage a key component of AI search in general. This is how you show AI agents that you\u2019re worth citing, recommending, and taking action on.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Your_Content_Depth_Is_Now_a_Competitive_Advantage\"><\/span>Your Content Depth Is Now a Competitive Advantage<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>As Crystal Carter, Head of AI Search &amp; SEO at Wix, puts it: \u201cLLMs don\u2019t get tired of reading 45 pages about your business.\u201d<\/p>\n<p>The average user won\u2019t read countless pages of product documentation. But an agent will \u2014 and it\u2019ll use what it finds to make a recommendation.<\/p>\n<p>FAQs, knowledge base articles, documentation, case studies \u2014 content that might rarely surface in a standard browsing session becomes evidence in an agentic evaluation.<\/p>\n<p>Crystal gives Levi\u2019s sustainability documentation as an example.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Levi Strauss \u2013 Sustainability\" alt=\"Levi Strauss \u2013 Sustainability\" data-aspect-ratio=\"0.79857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/levistrauss-sustainability.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>A human visitor might not find it. If you were wondering if Levi\u2019s were sustainable, you\u2019d probably look them up on a single trusted site.<\/p>\n<p>Compare that with what Perplexity AI does to answer the question \u201cAre Levi\u2019s sustainable?\u201d<\/p>\n<p>It conducts a deep dive into Levi\u2019s site.<\/p>\n<p>It evaluates evidence from 15 different sources.<\/p>\n<p>It reads multiple pages from Levi\u2019s own site, including their sustainability report, details on the sustainability of their fibers, their stance on human rights, and a page on slavery from a domain in a separate geography (Levi\u2019s UK).<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Perplexity \u2013 Levis sustainability \u2013 Sources\" alt=\"Perplexity \u2013 Levis sustainability \u2013 Sources\" data-aspect-ratio=\"1.4236363636364\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/perplexity-levis-sustainability-sources.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>To succeed in agentic search, you need to make sure agents can answer any questions about your brand your users may have.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/03\/icon-remember-v2.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p>For more information on all things AI search, watch our <a title=\"Why Marketers Need to Pay Attention to Agentic AI w\/ Crystal Carter | Search Party Episode 1\" href=\"https:\/\/www.youtube.com\/watch?v=GZPBfnFTCbw\" target=\"_blank\" rel=\"noopener\">full interview with Crystal Carter<\/a>.<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/03\/icon-remember-v2.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"Breadth_Now_Matters_Just_as_Much_as_Depth\"><\/span>Breadth Now Matters Just as Much as Depth<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI systems don\u2019t simply retrieve results. They actively research, compare, and filter brands before a human ever sees a recommendation.<\/p>\n<p>Your brand isn\u2019t being ranked once. It\u2019s being audited across sources.<\/p>\n<p>If we take the Levi\u2019s example again, ChatGPT doesn\u2019t just look at Levi\u2019s own content to answer the sustainability question.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"ChatGPT \u2013 Levi\u2019s sustainability \u2013 Deep research\" alt=\"ChatGPT \u2013 Levi's sustainability \u2013 Deep research\" data-aspect-ratio=\"0.72\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/chatgpt-levis-sustainability-deep-research.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>It also looks at official rating bodies, third-party research, and media publications. It acts more like a professional researcher than a human conducting a low-stakes product search question.<\/p>\n<p>An agentic system evaluates brands through layered filters like:<\/p>\n<ul>\n<li>Can it find you clearly?<\/li>\n<li>Does it understand you correctly?<\/li>\n<li>Are you validated elsewhere?<\/li>\n<li>Does it trust you enough to recommend you?<\/li>\n<\/ul>\n<p>If you fail any of those layers, you can disappear entirely from the final answer.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Your_Site_Needs_to_Be_Usable_By_Agents_Not_Just_People\"><\/span>Your Site Needs to Be Usable By Agents, Not Just People<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Increasingly, AI agents interact with businesses through structured <a title=\"The 6 Agentic AI Protocols Every SEO Needs to Know\" href=\"https:\/\/backlinko.com\/agentic-ai-protocols\" target=\"_blank\" rel=\"noopener\">agentic protocols<\/a> designed for machine-to-machine communication.<\/p>\n<p>Instead of just relying on what\u2019s in a page\u2019s HTML, AI agents are moving toward standardized protocols, like the Agentic Commerce Protocol (ACP) and Natural Language Web (NLWeb).<\/p>\n<p>This changes what \u201cbeing accessible\u201d actually means.<\/p>\n<p>Content that only exists inside a visual interface \u2014 FAQs that expand on click, pricing tables rendered dynamically, product comparisons loaded via JavaScript \u2014 may never exist in the structured layer agents rely on to retrieve and execute actions.<\/p>\n<p>And if they can\u2019t access it, they can\u2019t use it.<\/p>\n<p>That matters because AI agents are increasingly the ones deciding what to include in their recommendations and what to ignore. The human only sees your site if you\u2019re in those recommendations.<\/p>\n<p>So the question is no longer just: \u201c<em>Can people find my website?<\/em>\u201d<\/p>\n<p>It\u2019s: \u201c<em>Can AI systems clearly understand and use my business information without friction?<\/em>\u201d<\/p>\n<p>Because in this new system, if your business isn\u2019t easy for AI to access and act on, you may not show up at all.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Further reading:<\/strong> <a title=\"The agentic web: How AI agents decide which brands make the cut\" href=\"https:\/\/www.semrush.com\/blog\/the-agentic-web\/\" target=\"_blank\" rel=\"noopener\">The agentic web: How AI agents decide which brands make the cut<\/a><\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Agents_Actually_Look_At\"><\/span>What Agents Actually Look At<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>An agent evaluating your brand might find everything it needs on a single page of your website.<\/p>\n<p>But when it does go looking further, it\u2019s not just gathering information. It\u2019s also checking whether the rest of its sources agree.<\/p>\n<p>An agent corroborates, actively checking whether the picture is consistent across everything it finds.<\/p>\n<p>Here are some of the key places agents look:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Your_Website\"><\/span>Your Website<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agents are likely to prioritize sites that are easy to parse and extract from. They look for:<\/p>\n<p>Clear, up-to-date pricing in plain HTML (not hidden behind interactions).<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"BaseCamp \u2013 Pricing\" alt=\"BaseCamp \u2013 Pricing\" data-aspect-ratio=\"0.69142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/basecamp-pricing.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Feature descriptions that explain capabilities \u2014 not just marketing claims.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Figma \u2013 Features\" alt=\"Figma \u2013 Features\" data-aspect-ratio=\"0.59285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/figma-features.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Positioning that makes it obvious who the product is for (and who it isn\u2019t).<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"BaseCamp \u2013 Users\" alt=\"BaseCamp \u2013 Users\" data-aspect-ratio=\"0.39\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/basecamp-users.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Review_Platforms_G2_Capterra_Trustpilot\"><\/span>Review Platforms (G2, Capterra, Trustpilot)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agents read review content for specificity, covering things like use case, company size, outcomes, and integrations.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"G2 \u2013 Airtable review\" alt=\"G2 \u2013 Airtable review\" data-aspect-ratio=\"0.96142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/g2-airtable-review.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Community_Signals_Reddit_Other_Forums\"><\/span>Community Signals (Reddit &amp; Other Forums)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agents look at user sentiment on community platforms to cross-check vendor claims.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Google AI Mode \u2013 Reddit sources\" alt=\"Google AI Mode \u2013 Reddit sources\" data-aspect-ratio=\"0.86\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/01\/google-ai-mode-reddit-sources.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>A brand that talks about itself one way and gets discussed differently in communities creates a consistency gap that leaves agents hesitant to recommend your brand (at least without caveats).<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Third-Party_Editorial\"><\/span>Third-Party Editorial<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Agents also look at comparison articles, analyst coverage, and industry endorsements.<\/p>\n<p>Appearing consistently in credible \u201cbest X for Y\u201d content is a positive signal.<\/p>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"google-ai-overview-sources\" data-aspect-ratio=\"1.1557142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/04\/google-ai-overview-sources.png\" loading=\"lazy\" alt=\"| Craig Hordlow\"><\/p><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"6_Things_to_Do_Before_Agentic_Search_Goes_Mainstream\"><\/span>6 Things to Do Before Agentic Search Goes Mainstream<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Agentic search isn\u2019t fully mainstream yet, but the infrastructure is being built now.<\/p>\n<p>The brands that will be well-positioned are the ones that start taking action before their rivals are even aware of what agentic search is.<\/p>\n<p>Here\u2019s how to make sure you\u2019re one of those brands.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Run_a_Cross-Source_Consistency_Audit\"><\/span>1. Run a Cross-Source Consistency Audit<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Check your pricing, features, and positioning across your own site, your G2 and Capterra profiles (or any other platforms your target audience users), and comparison articles where your brand appears.<\/p>\n<p>Flag and correct every contradiction.<\/p>\n<p>Make this a recurring part of your workflow. Old positioning language lingers in third-party content long after you\u2019ve updated your own pages.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Build_Hub_Pages_for_Your_Highest-Value_Queries\"><\/span>2. Build Hub Pages for Your Highest-Value Queries<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If you don\u2019t have them already, create new standalone pages that fully answer the key questions: what you do, who it\u2019s for, how it compares to other solutions, what it costs, and what customers say.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Pressure-Test_Your_Declared_Audience\"><\/span>3. Pressure-Test Your Declared Audience<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pull up your homepage, pricing page, and top comparison content.<\/p>\n<p>Ask: can an agent clearly extract who this is for, what problem it solves, and what makes it right for a specific profile?<\/p>\n<p>To make this concrete, paste the content into an AI tool and use this prompt:<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/04\/icon-ai-prompt.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p>\u201cYou are an AI agent evaluating this company. Based only on the content provided, extract: (1) who this product is for, (2) what problem it solves, (3) key use cases, and (4) what differentiates it from alternatives. Then highlight any ambiguity or contradictions.\u201d<\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/04\/icon-ai-prompt.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>If the output is vague or generic, your positioning is too.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Ask_Customers_for_More_Detailed_Reviews\"><\/span>4. Ask Customers for More Detailed Reviews<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Most reviews are vague: \u201cGreat product, really helpful team.\u201d<\/p>\n<p>That doesn\u2019t help AI systems understand when your product is actually a good fit.<\/p>\n<p>Instead, ask customers to be more specific about how they use it and what changed.<\/p>\n<p>For example, in your review requests, you can say:<\/p>\n<p>\u201cIf you\u2019re happy to leave a review, it would be really helpful if you could include:<\/p>\n<ul>\n<li>What you use the product for<\/li>\n<li>Your company size or team type<\/li>\n<li>The problem you were trying to solve<\/li>\n<li>The outcome or result you saw<\/li>\n<li>Any tools you integrate with\u201d<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"5_Check_Your_Accessibility\"><\/span>5. Check Your Accessibility<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Make sure your pricing, FAQs, and feature comparisons are in plain HTML.<\/p>\n<p>Also check your forms and CTAs. If an agent needs to book, enquire, or transact on a user\u2019s behalf, it needs to be able to find and use the form. So don\u2019t hide them behind JavaScript.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Implement_Agentic_Search_Protocols\"><\/span>6. Implement Agentic Search Protocols<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>While agentic search protocols are still new and being actively developed, understanding how they work and implementing them on your site can help you prepare for wider rollouts.<\/p>\n<p>For more information on which protocols matter and what they do, read our guide to <a title=\"The 6 Agentic AI Protocols Every SEO Needs to Know\" href=\"https:\/\/backlinko.com\/agentic-ai-protocols\" target=\"_blank\" rel=\"noopener\">agentic search protocols<\/a>.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Monitor_Your_AI_Footprint\"><\/span>7. Monitor Your AI Footprint<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Right now, here are two things you can actually track to monitor your AI footprint:<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Run_Regular_Brand_Queries\"><\/span>Run Regular Brand Queries<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Open ChatGPT, Perplexity, and Google AI Mode, and search for your brand by name.<\/p>\n<p>Then search for the category queries a buyer would use \u2014 \u201cbest [product type] for [your target audience].\u201d<\/p>\n<p>In both cases, document what comes back. Is your brand mentioned? Is what\u2019s being said accurate? Is it consistent with your current positioning?<\/p>\n<p>Do this monthly and track how things change over time.<\/p>\n<p>If your positioning is wrong or outdated, update your homepage, pricing, and comparison pages first (these are usually the sources AI systems rely on most).<\/p>\n<p>If competitors are being favoured, strengthen your comparison content and aim to get more third-party reviews.<\/p>\n<p>If you\u2019re missing entirely, check whether your key pages are crawlable, indexable, and clearly describe your use case.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Further reading:<\/strong> <a title=\"How to Optimize Content for AI Search Engines\" href=\"https:\/\/www.semrush.com\/blog\/how-to-optimize-content-for-ai-search-engines\/\" target=\"_blank\" rel=\"noopener\">How to Optimize Content for AI Search Engines<\/a><\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4><span class=\"ez-toc-section\" id=\"Check_Your_Server_Logs_for_AI_Crawler_Activity\"><\/span>Check Your Server Logs for AI Crawler Activity<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Your server logs record the bots that visit your site, including AI crawlers.<\/p>\n<p>The ones to track include:<\/p>\n<ul>\n<li><strong>GPTBot:<\/strong> OpenAI\u2019s training crawler<\/li>\n<li><strong>OAI-SearchBot:<\/strong> Powers real-time ChatGPT search results<\/li>\n<li><strong>ClaudeBot:<\/strong> Anthropic\u2019s crawler<\/li>\n<li><strong>PerplexityBot:<\/strong> Perplexity\u2019s crawler<\/li>\n<li><strong>Google-Extended:<\/strong> Google\u2019s AI training crawler<\/li>\n<\/ul>\n<p>Look for:<\/p>\n<ul>\n<li>How often they\u2019re visiting<\/li>\n<li>Which pages they\u2019re accessing<\/li>\n<li>Whether those pages return clean 200 responses (successful loads)<\/li>\n<\/ul>\n<p>If key pages are returning errors (404s), that\u2019s a signal those pages may not be properly accessible to AI systems.<\/p>\n<p>This won\u2019t tell you whether an agent recommended you or ruled you out.<\/p>\n<p>But it\u2019s one of the earliest available signals of how AI systems are interacting with your site.<\/p>\n<div class=\"sc-quote alert blue-box font-georgia type-normal transparent-img-bg\">\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-sm-down\">\n            <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Further reading:<\/strong> <a title=\"What Is a Log File Analysis? &amp; How to Do It for SEO\" href=\"https:\/\/www.semrush.com\/blog\/log-file-analysis\/\" target=\"_blank\" rel=\"noopener\">What Is a Log File Analysis? &amp; How to Do It for SEO<\/a><\/p>\n<\/blockquote>\n<div class=\"media\">\n<figure class=\"sc-picture media-left hidden-md-up\">\n                    <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/06\/icon-further-reading.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">                <\/figure>\n<p>                                <cite class=\"sc-name media-body media-middle\"><br \/>\n                                    <\/cite>\n            <\/p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Get_Your_Site_Ready_for_Agentic_Search\"><\/span>Get Your Site Ready for Agentic Search<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Agentic search is already here. And as time goes on, complex agentic tasks \u2014 like signing up for a tool or buying on behalf of the user \u2014 will only become more common. That\u2019s why it\u2019s worth preparing for full agentic search right now.<\/p>\n<p>Start by figuring out where you stand currently.<\/p>\n<p>Tools like Semrush\u2019s AI Visibility Toolkit show you how AI systems currently perceive your brand across platforms. That\u2019s your baseline before you tackle anything else. Learn how to use it in our <a title=\"Semrush AI Visibility: How to Audit Your AI Search Presence\" href=\"https:\/\/backlinko.com\/ai-seo\" target=\"_blank\" rel=\"noopener\">Semrush AI visibility guide<\/a>.<\/p>\n<p>The post <a href=\"https:\/\/backlinko.com\/agentic-search\" target=\"_blank\" rel=\"noopener\">What Is Agentic Search? (And Why SEOs Need to Pay Attention)<\/a> appeared first on <a href=\"https:\/\/backlinko.com\/\" target=\"_blank\" rel=\"noopener\">Backlinko<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI search exists on a spectrum. At one end: a human asks an AI a question and gets a fast, generated response. At the other: an AI receives a goal and browses the web on a human\u2019s behalf. It evaluates your brand, makes a decision, and leaves no trace in your analytics. That\u2019s agentic search. And it\u2019s already emerging. ChatGPT\u2019s deep research, Gemini\u2019s agentic mode, and Perplexity\u2019s research features are early expressions of it. Shopping within ChatGPT and booking tables without ever visiting a website are [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15553,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"h5ap_radio_sources":[],"cybocfi_hide_featured_image":"","footnotes":""},"categories":[8],"tags":[],"class_list":["post-15552","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-backlinko"],"featured_image_src":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/04\/the-ai-search-spectrum-wxIBMJ-600x400.png","featured_image_src_square":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/04\/the-ai-search-spectrum-wxIBMJ-600x600.png","author_info":{"display_name":false,"author_link":"https:\/\/craighordlow.com\/author\/craig\/"},"_links":{"self":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15552","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/comments?post=15552"}],"version-history":[{"count":0,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15552\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media\/15553"}],"wp:attachment":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media?parent=15552"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/categories?post=15552"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/tags?post=15552"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}