{"id":15847,"date":"2026-06-08T23:45:59","date_gmt":"2026-06-08T23:45:59","guid":{"rendered":"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/"},"modified":"2026-06-08T23:45:59","modified_gmt":"2026-06-08T23:45:59","slug":"how-to-build-topical-authority-in-the-ai-search-era-7-steps","status":"publish","type":"post","link":"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/","title":{"rendered":"How to Build Topical Authority in the AI Search Era (7 Steps)"},"content":{"rendered":"<p>You can be a strong brand, publish high-quality content, and still not have topical authority.<\/p>\n<p>Just look at Great Jones, a kitchenware company.<\/p>\n<p>Their Dutch oven (called The Dutchess) is beautiful, well-reviewed, and featured in industry-leading sites like Vogue, the New York Times, Bon App\u00e9tit, and The Kitchn.<\/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=\"The Kitchn \u2013 Great Jones Dutch oven\" alt=\"The Kitchn \u2013 Great Jones Dutch oven\" data-aspect-ratio=\"1.3328571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/thekitchn-great-jones-dutch-oven.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>But search \u201cbest Dutch ovens\u201d on Google or ask an LLM for recommendations, and the brand rarely appears.<\/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 Best Dutch ovens\" alt=\"Google AI Mode \u2013 Best Dutch ovens\" data-aspect-ratio=\"1.3828571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-ai-mode-best-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>It\u2019s not that Great Jones lacks content or press.<\/p>\n<p>What\u2019s missing is the pattern \u2014 a consistent, positive framing that ties the brand to Dutch ovens across its own site and third parties.<\/p>\n<p>Without this, search engines and large language models (LLMs) can\u2019t confidently connect the brand to the topic, so they default to the names with stronger signals.<\/p>\n<p>Many brands have some version of this gap. And AI search has only made it more visible.<\/p>\n<p>The good news: You can build this pattern.<\/p>\n<p>In this guide, I\u2019ll show you how using the Topical Authority Pyramid, a framework I created to turn your brand into the go-to name in your niche.<\/p>\n<p>This framework builds on conversations with <a href=\"https:\/\/www.linkedin.com\/in\/amandamilligan\/\" target=\"_blank\" rel=\"noopener\">Amanda Milligan<\/a>, Content and Growth Manager at Semrush, and my work in brand positioning across ecommerce, SaaS, and finance.<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#What_Is_Topical_Authority\" >What Is Topical Authority?<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#The_Topical_Authority_Pyramid_Framework\" >The Topical Authority Pyramid Framework<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_1_Audit_Your_Topic_Reputation\" >Step 1: Audit Your Topic Reputation<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Research_Your_Current_On-Site_Associations\" >Research Your Current On-Site Associations<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Audit_Your_Off-Site_Presence\" >Audit Your Off-Site Presence<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_2_Choose_the_Topic_Youll_Build_Authority_Around\" >Step 2: Choose the Topic You\u2019ll Build Authority Around<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Build_and_Prioritize_Your_Topic_List\" >Build and Prioritize Your Topic List<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Run_a_Query_Audit\" >Run a Query Audit<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Score_by_Association_Strength\" >Score by Association Strength<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_3_Identify_Your_Topic_POV\" >Step 3: Identify Your Topic POV<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Research_Whats_Already_Owned\" >Research What\u2019s Already Owned<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Choose_Your_POV\" >Choose Your POV<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Write_Your_POV_as_One_Sentence\" >Write Your POV as One Sentence<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_4_Map_Your_POV_Proof_Architecture\" >Step 4: Map Your POV Proof Architecture<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Audit_Your_Proof_Across_the_Buyer_Journey\" >Audit Your Proof Across the Buyer Journey<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_5_Build_Your_On-Site_Foundation\" >Step 5: Build Your On-Site Foundation<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Create_a_Hub_Page_for_Your_POV\" >Create a Hub Page for Your POV<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Build_Supporting_Pages\" >Build Supporting Pages<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Structure_Each_Page_for_Readers_and_Machines\" >Structure Each Page for Readers and Machines<\/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\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Link_Your_Pages\" >Link Your Pages<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_6_Create_an_Off-Site_Proof_System\" >Step 6: Create an Off-Site Proof System<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Start_with_One_Signature_Proof_Point\" >Start with One Signature Proof Point<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Distribute_Your_Proof_Point\" >Distribute Your Proof Point<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Step_7_Track_Topical_Authority_Progress\" >Step 7: Track Topical Authority Progress<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Foundational_Layer_Are_You_Showing_Up_More\" >Foundational Layer: Are You Showing Up More?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#POV_Layer_Are_You_Being_Described_Correctly\" >POV Layer: Are You Being Described Correctly?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Proof_Layer_Are_Others_Confirming_Your_POV\" >Proof Layer: Are Others Confirming Your POV?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/06\/08\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\/#Build_the_Pattern_That_Wins_in_AI_Search\" >Build the Pattern That Wins in AI Search<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Is_Topical_Authority\"><\/span>What Is Topical Authority?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Topical authority is your site\u2019s earned reputation for expertise on a specific subject. It forms when your brand and topic appear together repeatedly across the sources that buyers, search engines, and LLMs trust.<\/p>\n<p>Think about the brands you automatically connect with certain topics.<\/p>\n<p>Like these:<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority\" alt=\"Topical Authority\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>You didn\u2019t consciously decide to make those associations.<\/p>\n<p>They formed because those brands kept showing up with the same message, in the same spaces, around the same topic.<\/p>\n<p>That\u2019s topical authority \u2014 and it\u2019s also how search engines and LLMs learn which brands are most strongly associated with a topic.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_Topical_Authority_Pyramid_Framework\"><\/span>The Topical Authority Pyramid Framework<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Topical authority has traditionally been defined by content volume and breadth of coverage.<\/p>\n<p>Publish comprehensively on a subject, and you\u2019d own it.<\/p>\n<p>That\u2019s no longer enough.<\/p>\n<p>As Amanda explains:<\/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\/11\/amanda-milligan.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p>The phrase \u201ctopical authority\u201d has been around for a long time, but the thinking around it has evolved significantly. At its core, it\u2019s always been about your brand becoming associated with specific topics. What\u2019s changed is how we try to build that association.<\/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\/11\/amanda-milligan.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>Today, search engines and LLMs look for more than coverage. They look for a clear position on the topic and external evidence that supports it.<\/p>\n<p>To address this, I created the <strong>Topical Authority Pyramid<\/strong>:<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid\" alt=\"Topical Authority Pyramid\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>The Pyramid breaks topical authority into three layers:<\/p>\n<ul>\n<li><strong>Foundational authority:<\/strong> On-site content and credibility signals that demonstrate <a title=\"Google E-E-A-T: How to Create People-First Content (+ Free Audit)\" href=\"https:\/\/backlinko.com\/google-e-e-a-t\" target=\"_blank\" rel=\"noopener\">experience, expertise, authoritativeness, and trustworthiness<\/a> (E-E-A-T), and category fit. (Think category pages, about pages, author bios, comparison content, FAQs, customer reviews, case studies, and more.) Still important, but not enough on its own.<\/li>\n<li><strong>Point of view (POV-led authority):<\/strong> A specific, consistent angle that separates you from every other brand covering the same ground. It gives buyers a reason to choose you and AI systems the confidence to recommend you over competitors.<\/li>\n<li><strong>Proof-backed authority:<\/strong> Third-party signals (mentions, reviews, citations, and data) that back up your POV across the wider web. It turns your POV from self-declared to independently verified.<\/li>\n<\/ul>\n<p>Each layer works alongside the others to establish your brand as the expert in your niche and earn more visibility in search engines and LLMs.<\/p>\n<p>Many brands, including Great Jones, have strong foundational authority and scattered proof, but no consistent POV tying it all together.<\/p>\n<p>Here\u2019s how to build all three.<\/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><strong>Free resource:<\/strong> Download our free <a title=\"Topical Authority Audit Template by Backlinko\" href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1Ztv1GjX8yloi9x8y2eD21XbVl3kqrmdGPoqOVcBbWXI\/copy\" target=\"_blank\" rel=\"noopener\">Topical Authority Audit template<\/a> to audit your topics, score competitor authority, and track your progress. Fill it out as you work through each step below or at your own pace.<\/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<h2><span class=\"ez-toc-section\" id=\"Step_1_Audit_Your_Topic_Reputation\"><\/span>Step 1: Audit Your Topic Reputation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Your brand likely already has a topical reputation, whether you\u2019ve shaped it intentionally or not.<\/p>\n<p>Audit it before deciding what to build.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 1\" alt=\"Topical Authority Pyramid \u2013 Step 1\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-1.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Research_Your_Current_On-Site_Associations\"><\/span>Research Your Current On-Site Associations<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The gap between what you publish and what you want to be known for may be wider than you expect.<\/p>\n<p>This is something Amanda has experienced firsthand:<\/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\/11\/amanda-milligan.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p>When I did content audits, I\u2019d inventory every piece of content by topic. You might find you have dozens of pieces on something that isn\u2019t even your priority, and only five on the topic you actually want to own. That mismatch is exactly what a topic audit is designed to surface because what you\u2019ve published is what you\u2019re telling Google and buyers your priorities are.<\/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\/11\/amanda-milligan.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>The fastest way to assess this is with Semrush\u2019s <a title=\"Organic Rankings: Competitor SEO Keyword Checker | Semrush\" href=\"https:\/\/www.semrush.com\/analytics\/organic\/\" target=\"_blank\" rel=\"noopener\">Organic Rankings<\/a> tool.<\/p>\n<p>Enter your domain to automatically see your brand\u2019s strongest topic associations, organized by the topics getting visibility.<\/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=\"Domain Overview \u2013 Greater Jones Goods \u2013 Key topics\" alt=\"Domain Overview \u2013 Greater Jones Goods \u2013 Key topics\" data-aspect-ratio=\"0.50285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/domain-overview-greaterjonesgoods-key-topics.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>When I did this for Great Jones, their strongest topical associations were \u201crecipes\u201d and \u201ccelebrity chefs.\u201d<\/p>\n<p>Dutch ovens barely registered.<\/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=\"Organic Rankings \u2013 Greater Jones Goods \u2013 Topics\" alt=\"Organic Rankings \u2013 Greater Jones Goods \u2013 Topics\" data-aspect-ratio=\"0.64285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/organic-rankings-greaterjonesgoods-topics.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Yet, the Dutchess is their primary product.<\/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=\"Great Jones Goods \u2013 The Dutchess\" alt=\"Great Jones Goods \u2013 The Dutchess\" data-aspect-ratio=\"0.57714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/greatjonesgoods-the-dutchess.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And \u201cDutch oven\u201d alone gets over 200,000 monthly Google searches.<\/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=\"Keyword Overview \u2013 Dutch oven\" alt=\"Keyword Overview \u2013 Dutch oven\" data-aspect-ratio=\"0.57571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/keyword-overview-dutch-oven.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Great Jones has a big opportunity to increase their topical authority for Dutch ovens and convert some of this search interest into sales.<\/p>\n<p>These are the kind of topical association gaps you want to surface in this step.<\/p>\n<p>Two more places to look:<\/p>\n<ul>\n<li><strong><a title=\"Google Search Console: The Definitive Guide\" href=\"https:\/\/backlinko.com\/google-search-console\" target=\"_blank\" rel=\"noopener\">Google Search Console<\/a>:<\/strong> Go to \u201c<strong>Performance<\/strong>\u201d &gt; Queries and sort by clicks or impressions. You\u2019ll see the topics that attract users to your site.<\/li>\n<li><strong><a title=\"Branded GEO: How to Control What AI Says About Your Brand\" href=\"https:\/\/backlinko.com\/branded-geo\" target=\"_blank\" rel=\"noopener\">Branded queries<\/a> on Google and LLMs:<\/strong> Search \u201c[your brand] + your topic\u201d and \u201cwhat is [your brand] known for\u201d to see how search engines and LLMs describe you<\/li>\n<\/ul>\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 Great Jones cookware\" alt=\"ChatGPT \u2013 Great Jones cookware\" data-aspect-ratio=\"1.0857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/chatgpt-great-jones-cookware.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Audit_Your_Off-Site_Presence\"><\/span>Audit Your Off-Site Presence<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Next, review your third-party coverage: mentions, reviews, roundups, and editorial press.<\/p>\n<p><strong>This is where many brands have the biggest gap, and it\u2019s the one AI systems appear to weigh most heavily.<\/strong><\/p>\n<p>Run these checks:<\/p>\n<ul>\n<li><strong>Search \u201c[your brand] + [topic]\u201d and look beyond your own site:<\/strong> What\u2019s showing? Industry blogs? Reddit? Editorial coverage? Or nothing?<\/li>\n<li><strong>Ask an LLM:<\/strong> \u201cWhat are the best [topic] brands?\u201d and \u201cWhere would you recommend buying [topic]?\u201d See whether your brand surfaces and what it\u2019s associated with.<\/li>\n<li><strong>Check \u201cbest of\u201d lists, roundups, and comparison articles for your topic:<\/strong> Are you in them? If so, where do you rank and how are you described? If not, who is?<\/li>\n<\/ul>\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 SERP \u2013 Compare Dutch ovens\" alt=\"Google SERP \u2013 Compare Dutch ovens\" data-aspect-ratio=\"1.2071428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-serp-compare-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>A quick off-site audit for Great Jones showed me they\u2019ve earned coverage any kitchenware brand would envy: features in major lifestyle publications and partnerships with prominent chefs and influencers.<\/p>\n<p>But when you look specifically at Dutch oven coverage, the off-site gap is obvious.<\/p>\n<p>Most of the top-ranking articles are a few years old (or older):<\/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 SERP \u2013 Great Jones Dutch ovens\" alt=\"Google SERP \u2013 Great Jones Dutch ovens\" data-aspect-ratio=\"1.47\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-serp-greatjones-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And the overall sentiment is inconsistent.<\/p>\n<p>For example, in Food &amp; Wine\u2019s Dutch oven roundup, the Dutchess appears under the \u201cOther\u201d section (rather than \u201cTop Picks\u201d) with a caveat about heating issues.<\/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=\"Food &amp; Wine \u2013 Best Dutch ovens\" alt=\"Food &amp; Wine \u2013 Best Dutch ovens\" data-aspect-ratio=\"0.57571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/foodandwine-best-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>In this Bon App\u00e9tit roundup of the best Dutch ovens, Great Jones is categorized under \u201cDutch ovens we don\u2019t recommend.\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=\"Bon Appetit \u2013 Best Dutch ovens\" alt=\"Bon Appetit \u2013 Best Dutch ovens\" data-aspect-ratio=\"0.54428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/bonappetit-best-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>They\u2019re also notably missing from some use-case roundups, like this one from Serious Eats:<\/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=\"Serious eats \u2013 Best Dutch ovens\" alt=\"Serious eats \u2013 Best Dutch ovens\" data-aspect-ratio=\"1.0542857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/seriouseats-best-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>In Reddit threads where buyers are actively looking for Dutch oven recommendations, Great Jones rarely comes up.<\/p>\n<p>When it does, many of the threads are from years ago:<\/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=\"Reddit \u2013 Great Jones Dutch ovens\" alt=\"Reddit \u2013 Great Jones Dutch ovens\" data-aspect-ratio=\"0.62571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/reddit-great-jones-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Great Jones has real brand equity to build on.<\/p>\n<p>But it\u2019s just not adding up to a solid reputation in Dutch ovens \u2014 yet.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Step_2_Choose_the_Topic_Youll_Build_Authority_Around\"><\/span>Step 2: Choose the Topic You\u2019ll Build Authority Around<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You can\u2019t build authority on everything at once.<\/p>\n<p>This step narrows your focus to one topic worth owning based on a few crucial factors:<\/p>\n<ul>\n<li>What drives revenue<\/li>\n<li>Where competitors are weak<\/li>\n<li>Where your brand has room to claim a position<\/li>\n<\/ul>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 2\" alt=\"Topical Authority Pyramid \u2013 Step 2\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-2.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Build_and_Prioritize_Your_Topic_List\"><\/span>Build and Prioritize Your Topic List<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Start by listing the topics you want buyers, search engines, and LLMs to associate with your brand.<\/p>\n<p>Begin with the obvious ones: the products, categories, use cases, and problems you want to be known for.<\/p>\n<p>Then expand with adjacent topics buyers already care about.<\/p>\n<p>For Great Jones, that might include slow cooking, one-pot meals, kitchen gifting, or cookware care.<\/p>\n<p>Look especially for topics where you already have traction, competitors are weak, or your brand should be associated but currently isn\u2019t.<\/p>\n<p>Once you\u2019ve identified 10 to 15 topics, add them to the \u201cTopic Audit &amp; Scoring\u201d tab in your spreadsheet.<\/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=\"Topical Authority Template \u2013 Scoring topics\" alt=\"Topical Authority Template \u2013 Scoring topics\" data-aspect-ratio=\"0.80142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-scoring-topics.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Next, narrow the list down.<\/p>\n<p>Not every topic on your list is worth building a reputation around right now.<\/p>\n<p>For each one, ask two questions:<\/p>\n<p><strong>Do you want to own it?<\/strong> Does it drive revenue, support a product you sell, or build a reputation that brings buyers to you?<\/p>\n<p><strong>How urgent is it?<\/strong><\/p>\n<ul>\n<li><strong>High:<\/strong> Directly tied to revenue and an opportunity you can act on now<\/li>\n<li><strong>Medium:<\/strong> Tied to revenue, but the opportunity or timing isn\u2019t right yet<\/li>\n<li><strong>Low:<\/strong> Worth tracking but not acting on yet, or no direct business connection<\/li>\n<\/ul>\n<p>You should end up with three to five high-priority topics to investigate next.<\/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=\"Topical Authority Template \u2013 Scoring priority\" alt=\"Topical Authority Template \u2013 Scoring priority\" data-aspect-ratio=\"0.80142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-scoring-priority.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Run_a_Query_Audit\"><\/span>Run a Query Audit<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Now test each shortlisted topic to see who already owns the space and where there\u2019s room for your brand to carve out a position.<\/p>\n<p>For each topic, run four queries on Google and LLMs:<\/p>\n<div class=\"table-responsive\">\n<table class=\"table table-primary table-striped table-hover\">\n<thead>\n<tr>\n<th scope=\"col\">Query type<\/th>\n<th scope=\"col\">What to search<\/th>\n<th scope=\"col\">What it tells you<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td scope=\"row\" data-before=\"Query type\">Head term<\/td>\n<td data-before=\"What to search\">The topic as-is (\u201cDutch ovens\u201d)<\/td>\n<td data-before=\"What it tells you\">Who owns the broad topic; what AI defaults to<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Query type\">Best query<\/td>\n<td data-before=\"What to search\">Add \u201cbest\u201d or a qualifier (\u201cbest Dutch ovens under $200\u201d)<\/td>\n<td data-before=\"What it tells you\">Where buyer intent lives; which brands AI recommends<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Query type\">Brand query<\/td>\n<td data-before=\"What to search\">Your brand + the topic (\u201cGreat Jones Dutch oven\u201d)<\/td>\n<td data-before=\"What it tells you\">Where you specifically stand; how AI currently describes you<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Query type\">Specific angle<\/td>\n<td data-before=\"What to search\">A query tied to an association you might want to own (\u201cDutch oven for gifting\u201d)<\/td>\n<td data-before=\"What it tells you\">Whether that territory is already claimed or still open<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>As you run each query, note:<\/p>\n<ul>\n<li><strong>Which formats show up most:<\/strong> editorial lists, reviews, <a title=\"Reddit Marketing in 3 Hours\/Week: From 0 Karma to Real Cred\" href=\"https:\/\/backlinko.com\/reddit-marketing\" target=\"_blank\" rel=\"noopener\">Reddit threads<\/a>, brand pages<\/li>\n<li><strong>Whether AI systems name specific brands<\/strong> without being asked (unprompted)<\/li>\n<li><strong>Whether community results<\/strong> show buyers asking for recommendations or comparing options<\/li>\n<\/ul>\n<p>Record this in the \u201cQuery Audit\u201d tab of your spreadsheet.<\/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=\"Topical Authority Template \u2013 Query audit\" alt=\"Topical Authority Template \u2013 Query audit\" data-aspect-ratio=\"0.78857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-query-audit.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>If a query shows buying intent but the top results barely address it, that\u2019s a topical authority opportunity.<\/p>\n<p>For example, when I search \u201cDutch ovens\u201d and \u201cbest Dutch ovens,\u201d the same brands consistently come up: Le Creuset, Staub, Lodge, and Caraway.<\/p>\n<p>But rarely Great Jones.<\/p>\n<p>And for \u201cDutch oven for gifting,\u201d <a title=\"ChatGPT for SEO: Ultimate Guide, Tips &amp; Prompts\" href=\"https:\/\/backlinko.com\/chatgpt-for-seo\" target=\"_blank\" rel=\"noopener\">ChatGPT<\/a> didn\u2019t mention Great Jones at all.<\/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 Dutch ovens\" alt=\"ChatGPT \u2013 Best Dutch ovens\" data-aspect-ratio=\"1.1357142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/chatgpt-best-dutch-ovens.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Great Jones only appears when buyers already know to look for them.<\/p>\n<p>More importantly, some topics, such as gifting, aesthetics, and non-toxic coating, are not clearly owned by any brand.<\/p>\n<p>That\u2019s where the opportunity is.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Score_by_Association_Strength\"><\/span>Score by Association Strength<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>After the Query Audit, score your presence on each topic against three competitors on a 0 to 3-point scale.<\/p>\n<p>The score reflects your overall standing across the Topical Authority Pyramid: foundational, POV, and proof combined:<\/p>\n<div class=\"table-responsive\">\n<table class=\"table table-primary table-striped table-hover\">\n<thead>\n<tr>\n<th scope=\"col\">Score<\/th>\n<th scope=\"col\">What it means<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td scope=\"row\" data-before=\"Score\">0<\/td>\n<td data-before=\"What it means\">Not present anywhere for this topic<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Score\">1<\/td>\n<td data-before=\"What it means\">Present but weak or negative<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Score\">2<\/td>\n<td data-before=\"What it means\">Present and positive but inconsistent<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Score\">3<\/td>\n<td data-before=\"What it means\">Consistently prominent across high-authority sources and AI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\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-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Note:<\/strong> This isn\u2019t a precise measurement. Use your observations, priorities, and market knowledge to guide the score.<\/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-note.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>Score your brand first, then each competitor.<\/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=\"Topical Authority Template \u2013 Scoring\" alt=\"Topical Authority Template \u2013 Scoring\" data-aspect-ratio=\"0.31\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-scoring.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>After your scoring is complete, look for high-priority topics where you scored a 1 or 2 and at least one competitor scored a 0 or 1.<\/p>\n<p>Those are topics where buyer demand is real, you have some footing, and no competitor has locked it down \u2014 the conditions for a winnable position.<\/p>\n<p>For Great Jones, \u201cDutch ovens for gifting\u201d fits the pattern: high priority, room to claim it, and no clear leader.<\/p>\n<p>By the end, you should have one topic to focus on.<\/p>\n<ul>\n<li><strong>Have more than one?<\/strong> Choose the one closest to revenue or where the gap between your current and desired reputation is smallest.<\/li>\n<li><strong>Have none?<\/strong> Go niche. Instead of \u201cDutch ovens,\u201d try \u201cenameled cast iron Dutch ovens.\u201d A narrower topic is easier to own and still builds toward the bigger one.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Step_3_Identify_Your_Topic_POV\"><\/span>Step 3: Identify Your Topic POV<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You\u2019ve identified one viable topic. Next, decide what reputation to build around it.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 3\" alt=\"Topical Authority Pyramid \u2013 Step 3\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-3.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Your POV is the specific angle you own inside that space.<\/p>\n<p>It\u2019s what makes your brand distinct to buyers, search engines, and AI systems.<\/p>\n<p>Like these brands \u2014 same topic, completely different associations:<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Razors &amp; note-taking tools\" alt=\"Razors &amp; note-taking tools\" data-aspect-ratio=\"0.92285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/razors-note-taking-tools.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Research_Whats_Already_Owned\"><\/span>Research What\u2019s Already Owned<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Before identifying your POV, map what dominant brands in your space are already known for.<\/p>\n<p>These are the POVs to avoid. Going after any of them directly means competing for territory another brand has spent years building.<\/p>\n<p>Start with your notes from the <a href=\"https:\/\/backlinko.com\/how-to-build-topical-authority-in-the-ai-search-era-7-steps#run-query-audit\" target=\"_blank\" rel=\"noopener\">Query Audit<\/a>. The patterns there tell you a lot about which competitors own what.<\/p>\n<p>To go deeper, use the <a title=\"Semrush AI Visibility | Win Every Search. From Traditional SEO to AI Discovery\" href=\"https:\/\/www.semrush.com\/ai-seo\/overview\/\" target=\"_blank\" rel=\"noopener\">Semrush AI Visibility Toolkit<\/a>.<\/p>\n<p>The Brand Performance tool tells you which associations your competitors are winning across AI-generated answers (and how your own brand compares).<\/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=\"Brand Performance \u2013 Great Jones \u2013 Key business drivers\" alt=\"Brand Performance \u2013 Great Jones \u2013 Key business drivers\" data-aspect-ratio=\"1.0385714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/brand-performance-greatjones-key-business-drivers.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>For Great Jones, the obvious territories are taken:<\/p>\n<ul>\n<li><strong>Le Creuset<\/strong> owns heritage<\/li>\n<li><strong>Staub and All-Clad<\/strong> lean on professional-grade performance<\/li>\n<li><strong>Lodge<\/strong> owns value<\/li>\n<\/ul>\n<p>No brand has clearly claimed gifting Dutch ovens, visual appeal, or beginner cooking.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Dutch oven landscape\" alt=\"Dutch oven landscape\" data-aspect-ratio=\"0.67428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/dutch-oven-landscape.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>(Semrush shows Great Jones is leading on design, which gives them a head start.)<\/p>\n<p>These gaps are where your POV lives.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Choose_Your_POV\"><\/span>Choose Your POV<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Before committing to a POV, ask three questions:<\/p>\n<ul>\n<li>Does it drive revenue or connect to a product or service you sell?<\/li>\n<li>Can you defend the POV with what you already have \u2014 features, data, customer behavior, and\/or expertise?<\/li>\n<li>Is the territory open across search and LLMs?<\/li>\n<\/ul>\n<p>If a candidate fails any of the three, drop it. It won\u2019t hold up once you start building proof around it.<\/p>\n<p>For Great Jones, \u201cgifting\u201d passes all three questions.<\/p>\n<p>People already buy Dutch ovens as gifts.<\/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=\"Reddit \u2013 Dutch oven gift\" alt=\"Reddit \u2013 Dutch oven gift\" data-aspect-ratio=\"0.38714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/reddit-dutch-oven-gift.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Customers already mention its \u201csuper attractive,\u201d \u201cmodern,\u201d and \u201cbeautiful\u201d design in on-site reviews, which aligns perfectly with a gifting POV:<\/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=\"The Dutchess \u2013 Reviews\" alt=\"The Dutchess \u2013 Reviews\" data-aspect-ratio=\"0.70428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/the-dutchess-reviews.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And no competitor has clearly made \u201cgifting\u201d their territory yet.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Write_Your_POV_as_One_Sentence\"><\/span>Write Your POV as One Sentence<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Your POV should be easy to grasp and repeat.<\/p>\n<p>Writing it as one sentence is the test. If you can\u2019t, it\u2019s likely not sharp enough yet.<\/p>\n<p>For Great Jones, the POV could be:<\/p>\n<ul>\n<li><strong>Gifting:<\/strong> Great Jones is the Dutch oven for the milestone moments: weddings, housewarmings, and \u201cI want this to mean something\u201d gifts<\/li>\n<li><strong>Aesthetics:<\/strong> Great Jones is the Dutch oven you give when you want the gift to stay on the counter, not the cabinet<\/li>\n<li><strong>Beginner:<\/strong> Great Jones is the Dutch oven that turns beginners into confident home cooks<\/li>\n<\/ul>\n<p>Each POV targets a different buyer and a different reason to choose Dutch ovens.<\/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=\"Topical Authority Template \u2013 POV builder\" alt=\"Topical Authority Template \u2013 POV builder\" data-aspect-ratio=\"0.60142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-pov-builder.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Step_4_Map_Your_POV_Proof_Architecture\"><\/span>Step 4: Map Your POV Proof Architecture<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>This step is where you plan your proof \u2014 the concrete evidence that backs up your POV \u2014 across your own site and the wider web.<\/p>\n<p>You\u2019re not building anything yet.<\/p>\n<p>You\u2019re mapping what proof you\u2019ll need at each stage of the buyer journey, so you have a clear blueprint to follow.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 4\" alt=\"Topical Authority Pyramid \u2013 Step 4\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-4.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Audit_Your_Proof_Across_the_Buyer_Journey\"><\/span>Audit Your Proof Across the Buyer Journey<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A POV without proof is just a claim.<\/p>\n<p>To build credibility, you need evidence that backs up two things:<\/p>\n<p>You belong in the category<\/p>\n<p>You\u2019re the go-to brand for the POV you\u2019ve claimed<\/p>\n<p>And you need to reinforce this at every stage of the buying journey with a different kind of proof:<\/p>\n<div class=\"table-responsive\">\n<table class=\"table table-primary table-striped table-hover\">\n<thead>\n<tr>\n<th scope=\"col\">Buyer stage<\/th>\n<th scope=\"col\">What they need to believe<\/th>\n<th scope=\"col\">Proof assets that help<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td scope=\"row\" data-before=\"Buyer stage\">Awareness<\/td>\n<td data-before=\"What they need to believe\">This type of solution solves my problem<\/td>\n<td data-before=\"Proof assets that help\">Research data, industry studies, customer statistics<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Buyer stage\">Consideration<\/td>\n<td data-before=\"What they need to believe\">This has the qualities I care about<\/td>\n<td data-before=\"Proof assets that help\">Third-party reviews, expert endorsements, certifications, performance data<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Buyer stage\">Comparison<\/td>\n<td data-before=\"What they need to believe\">This is the better choice over alternatives<\/td>\n<td data-before=\"Proof assets that help\">Independent test results, awards, analyst rankings, head-to-head data<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Buyer stage\">Active Evaluation<\/td>\n<td data-before=\"What they need to believe\">This will work for my specific situation<\/td>\n<td data-before=\"Proof assets that help\">Case studies, usage data, implementation examples, success metrics<\/td>\n<\/tr>\n<tr>\n<td scope=\"row\" data-before=\"Buyer stage\">Decision<\/td>\n<td data-before=\"What they need to believe\">Other people already trust this<\/td>\n<td data-before=\"Proof assets that help\">Customer numbers, retention rates, repeat purchase data, verified reviews<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>To run your audit, go through each belief in the table and identify which proof assets you already have and which are missing.<\/p>\n<p>Use the POV Proof Planner in your template to record your findings:<\/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=\"Topical Authority Template \u2013 POV planner\" alt=\"Topical Authority Template \u2013 POV planner\" data-aspect-ratio=\"0.84142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-pov-planner.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>For Great Jones\u2019s gifting POV, a quick proof audit surfaces:<\/p>\n<ul>\n<li><strong>Consideration proof exists:<\/strong> The brand has features in the New York Times, Good Housekeeping, and many others, but most aren\u2019t connected to gifting or were published years ago<\/li>\n<li><strong>Comparison proof is sparse:<\/strong> Some decision-stage proof tied to gifting exists for Great Jones, but it\u2019s not consistent enough to increase <a title=\"Free AI Brand Visibility Checker | See If AI Recommends You\" href=\"https:\/\/backlinko.com\/tools\/ai-visibility-checker\" target=\"_blank\" rel=\"noopener\">AI recommendations<\/a><\/li>\n<\/ul>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"InsideHook \u2013 Gifting Great Jones cookware\" alt=\"InsideHook \u2013 Gifting Great Jones cookware\" data-aspect-ratio=\"1.0428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/insidehook-gifting-great-jones-cookware.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Step_5_Build_Your_On-Site_Foundation\"><\/span>Step 5: Build Your On-Site Foundation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Before search engines and LLMs can associate your brand with your POV, you need to establish it on your site.<\/p>\n<p>This step is about building that foundation: the hub and supporting pages where your topic, POV, and early proof signals all come together.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 5\" alt=\"Topical Authority Pyramid \u2013 Step 5\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-5.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Create_a_Hub_Page_for_Your_POV\"><\/span>Create a Hub Page for Your POV<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Your hub page is the central authority document for your POV.<\/p>\n<p>It defines the topic, explains why it matters, and routes buyers to supporting pages that go deeper.<\/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-note.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Side note:<\/strong> If you\u2019ve built <a title=\"Pillar Pages: How to Create One + Examples\" href=\"https:\/\/backlinko.com\/pillar-pages\" target=\"_blank\" rel=\"noopener\">pillar pages<\/a> and <a title=\"Topic Clusters 101: How to Level Up Your SEO (with Examples)\" href=\"https:\/\/backlinko.com\/topic-clusters\" target=\"_blank\" rel=\"noopener\">topic clusters<\/a> before, this will feel familiar. The structure is similar, but the organizing principle is proof and belief, not coverage and keywords.<\/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-note.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>For Great Jones, that could be a \u201cDutch oven gifting guide.\u201d<\/p>\n<p>It would link to the Dutch oven product page and explain why Dutch ovens make exceptional gifts.<\/p>\n<p>Supporting pages, such as gift basket ideas, a gifting FAQ, and a report on cookware gifting would also be linked.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Hub page and support pages\" alt=\"Hub page and support pages\" data-aspect-ratio=\"0.84714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/hub-page-and-support-pages.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>If you\u2019ve been publishing for a while, you may already have a page that can serve as the hub: a category page, a subcategory page, or an industry-specific landing page.<\/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=\"Topical Authority Template \u2013 Foundation planner\" alt=\"Topical Authority Template \u2013 Foundation planner\" data-aspect-ratio=\"0.40142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-foundation-planner.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Build_Supporting_Pages\"><\/span>Build Supporting Pages<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Supporting pages go deeper than the hub.<\/p>\n<p>Each one proves a specific aspect of your POV at a specific stage of the buyer journey.<\/p>\n<p>Go back to the proof assets you mapped in <a href=\"https:\/\/backlinko.com\/how-to-build-topical-authority-in-the-ai-search-era-7-steps#step-4\" target=\"_blank\" rel=\"noopener\">Step 4<\/a> \u2014 they tell you what you need to prove and at which stage.<\/p>\n<p>Your supporting pages are how you do it.<\/p>\n<p>For Great Jones, the comparison stage is a clear gap.<\/p>\n<p>To convince buyers the Dutchess is a better gift than the alternatives, they need dedicated comparison pages, backed by awards, endorsements from leading industry sites and public figures, and head-to-head data.<\/p>\n<p>Other supporting pages might include:<\/p>\n<ul>\n<li><strong>Dutch oven gift basket ideas:<\/strong> What to pair it with and how to present it, backed by customer photos and a relevant publication feature<\/li>\n<li><strong>Gifting FAQ:<\/strong> Sizing, monogramming, return policies, with real customer questions pulled from reviews<\/li>\n<li><strong>The Gift-Worthy Dutch Oven Report:<\/strong> Proprietary survey data on how customers buy, give, and display the product<\/li>\n<\/ul>\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-tip.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p><strong>Pro tip:<\/strong> Strengthen your hub and cluster pages with on-site trust signals. Include author bios that show real niche experience in the topic, named expert sources or contributors, and an About or editorial page that clearly ties your brand and contributors to the category.<\/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-tip.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>Identify what pages you need, and fill out the rest of the \u201cOn-Site Foundation Planner\u201d tab in your template.<\/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=\"Topical Authority Template \u2013 Foundation planner \u2013 Supporting pages\" alt=\"Topical Authority Template \u2013 Foundation planner \u2013 Supporting pages\" data-aspect-ratio=\"0.42285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-foundation-planner-supporting-pages.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Structure_Each_Page_for_Readers_and_Machines\"><\/span>Structure Each Page for Readers and Machines<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Lead with the most important information first \u2014 also known as the inverted pyramid.<\/p>\n<p>It makes your pages easier for readers to scan and for machines to interpret.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"The Inverted Pyramid Approach for Outlining Content\" alt=\"The Inverted Pyramid Approach for Outlining Content\" data-aspect-ratio=\"0.65857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/the-inverted-pyramid-approach-for-outlining-content.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Then, make sure each page has:<\/p>\n<ul>\n<li><strong>Clear section headings:<\/strong> Labeled so readers and machines immediately understand what each section covers<\/li>\n<li><strong>POV language:<\/strong> Reuse the same phrases and framing tied to your angle throughout<\/li>\n<li><strong><a title=\"Schema Markup: What It Is and Why It Matters\" href=\"https:\/\/backlinko.com\/schema-markup-guide\" target=\"_blank\" rel=\"noopener\">Schema markup<\/a>:<\/strong> Structured data that helps search engines and AI systems understand your content and context<\/li>\n<li><strong><a title=\"Semantic SEO: What It Is and Why It Matters\" href=\"https:\/\/backlinko.com\/hub\/seo\/semantic-seo\" target=\"_blank\" rel=\"noopener\">Semantic HTML<\/a>:<\/strong> Proper use of HTML tags so machines can correctly interpret your page structure<\/li>\n<\/ul>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Non-sematic &amp; Sematic HTML\" alt=\"Non-sematic &amp; Sematic HTML\" data-aspect-ratio=\"0.67571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/10\/non-sematic-and-sematic-html.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Link_Your_Pages\"><\/span>Link Your Pages<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Each hub and supporting page proves something on its own.<\/p>\n<p>Link them together, and you create a proof system.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Link your proof systems\" alt=\"Link your proof systems\" data-aspect-ratio=\"0.76428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/link-your-proof-systems.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Follow these <a title=\"Internal Linking for SEO: The Complete Guide\" href=\"https:\/\/backlinko.com\/hub\/seo\/internal-links\" target=\"_blank\" rel=\"noopener\">internal linking<\/a> best practices:<\/p>\n<ul>\n<li><strong>Link from the hub to your 5\u201310 most important supporting pages<\/strong> in the body. Not just in the nav, breadcrumbs, or footer.<\/li>\n<li><strong>Link every supporting page back to the hub<\/strong>. Keep key pages within 2\u20133 clicks of each other.<\/li>\n<li><strong>Use descriptive, relevant anchor text<\/strong> to help people and machines understand what the linked page is about<\/li>\n<\/ul>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Vague anchor text\" alt=\"Vague anchor text\" data-aspect-ratio=\"0.59285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/vague-anchor-text.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Step_6_Create_an_Off-Site_Proof_System\"><\/span>Step 6: Create an Off-Site Proof System<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A strong POV and foundation won\u2019t get you into <a title=\"Answer Engine Optimization (AEO): How to Win in AI Search\" href=\"https:\/\/backlinko.com\/answer-engine-optimization-aeo\" target=\"_blank\" rel=\"noopener\">AI answers<\/a> if the association exists only on your site.<\/p>\n<p>This is one of the biggest shifts in how topical authority works, as Amanda explains:<\/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\/11\/amanda-milligan.png\" alt=\"| Craig Hordlow\" loading=\"lazy\" title=\"| Craig Hordlow\">        <\/figure>\n<div class=\"media-body\">\n<blockquote class=\"sc-quote\">\n<p>Topical authority isn\u2019t just about what\u2019s on your site anymore. You need third-party sources \u2014 coverage, mentions, appearances, even reviews \u2014 independently reinforcing the same association. If the only place your brand is tied to a topic is your own content, that\u2019s often not enough to build the pattern that AI systems and search engines need to trust you on it.<\/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\/11\/amanda-milligan.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>This step reinforces your POV in the places buyers and AI systems already trust.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 6\" alt=\"Topical Authority Pyramid \u2013 Step 6\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-6.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Start_with_One_Signature_Proof_Point\"><\/span>Start with One Signature Proof Point<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>A signature proof point is an original, specific story or finding about your topic.<\/p>\n<p>Something others outside your brand would want to reference, share, or build on.<\/p>\n<p>That could be:<\/p>\n<ul>\n<li><strong>Proprietary data<\/strong> from your own sales, customer behavior, or research<\/li>\n<li><strong>A trend<\/strong> you\u2019ve spotted and named before anyone else<\/li>\n<li><strong>A contrarian observation<\/strong> backed by evidence<\/li>\n<\/ul>\n<p>For Great Jones and the gifting POV, the insight has to tie Dutch ovens to gifting.<\/p>\n<p>They might pull data from their own sales \u2014 say, a 4x spike in Dutch oven purchases in the two weeks before Mother\u2019s Day \u2014 and turn it into a \u201cState of Mother\u2019s Day Gift-Giving\u201d report.<\/p>\n<p>That report becomes a press pitch to lifestyle publications, a video on their YouTube channel, and a thread on Reddit\u2019s r\/gifts.<\/p>\n<p>One insight, multiple placements, all reinforcing the same association: Great Jones = gifting.<\/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 SERP \u2013 Dutch oven gift basket\" alt=\"Google SERP \u2013 Dutch oven gift basket\" data-aspect-ratio=\"1.2271428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-serp-dutch-oven-gift-basket.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>To find yours, start with your proof assets from <a href=\"https:\/\/backlinko.com\/how-to-build-topical-authority-in-the-ai-search-era-7-steps#step-4\" target=\"_blank\" rel=\"noopener\">Step 4<\/a>.<\/p>\n<p>Look for patterns in your data, reviews, industry trends, or customer behavior.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Distribute_Your_Proof_Point\"><\/span>Distribute Your Proof Point<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Once you have a signature insight, decide where and how to distribute it.<\/p>\n<p>There are four main buckets:<\/p>\n<ul>\n<li><strong>Brand channels:<\/strong> Content you publish directly to audiences you\u2019ve built: email newsletters, marketplaces, review sites, podcasts, social media, SMS or loyalty messaging, local profiles<\/li>\n<li><strong>Community:<\/strong> Discussions in spaces your buyers already trust, such as Reddit, niche forums and industry groups, social media comments and communities<\/li>\n<li><strong>Partners:<\/strong> Others who extend your reach into new audiences, including affiliates, influencers, retail partners, and integrations<\/li>\n<li><strong>Earned:<\/strong> Third-party coverage you pitch but don\u2019t control, such as <a title=\"Journalist Outreach: 9 Steps to Earn High-Authority Links\" href=\"https:\/\/backlinko.com\/journalist-outreach\" target=\"_blank\" rel=\"noopener\">media mentions<\/a>, press features, user-generated content, and editorial placements<\/li>\n<\/ul>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Distribute one insight everywhere\" alt=\"Distribute one insight everywhere\" data-aspect-ratio=\"0.87571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/distribute-one-insight-everywhere.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>For each bucket, identify the specific publications, platforms, or communities where your insight is most relevant.<\/p>\n<p>Not sure where to start?<\/p>\n<p>Run a search on Google or an LLM related to your proof point and look at the sites that rank and the sources that get cited.<\/p>\n<p>Those are the places worth showing up in. List them in the \u201cOff-Site Proof Planner\u201d tab of your template.<\/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=\"Topical Authority Template \u2013 Off-site planner\" alt=\"Topical Authority Template \u2013 Off-site planner\" data-aspect-ratio=\"0.41571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-off-site-planner.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>For Great Jones, some of that infrastructure is already in place.<\/p>\n<p>They already have the social media following, media clout, and collaborations with names like cookbook author Molly Baz.<\/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=\"Food Network \u2013 Great Jones &amp; Molly Baz collaboration\" alt=\"Food Network \u2013 Great Jones &amp; Molly Baz collaboration\" data-aspect-ratio=\"1.2271428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/foodnetwork-great-jones-molly-baz-collaboration.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>What they need is a focused distribution of insights around their gifting POV.<\/p>\n<p>That might look like:<\/p>\n<ul>\n<li><strong>Briefing partner creators<\/strong> on a gifting-specific collaboration, like pitching fresh coverage that ties the Molly Baz collab to gifting<\/li>\n<li><strong>Pitching their Mother\u2019s Day gifting sales data<\/strong> to lifestyle publications already covering Dutch ovens<\/li>\n<li><strong>Reframing existing social content<\/strong> around the gifting angle<\/li>\n<\/ul>\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>Related reading:<\/strong> <a title=\"LLM Seeding: A New SEO Strategy to Get Mentioned by LLMs\" href=\"https:\/\/backlinko.com\/llm-seeding\" target=\"_blank\" rel=\"noopener\">LLM Seeding: A New SEO Strategy to Get Mentioned by LLMs<\/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=\"Step_7_Track_Topical_Authority_Progress\"><\/span>Step 7: Track Topical Authority Progress<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You\u2019ve built the full Topical Authority Pyramid.<\/p>\n<p>Now check whether it\u2019s starting to influence how search engines and LLMs describe your brand.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Topical Authority Pyramid \u2013 Step 7\" alt=\"Topical Authority Pyramid \u2013 Step 7\" data-aspect-ratio=\"0.56\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-pyramid-step-7.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Use the \u201cProgress Tracker\u201d tab in your spreadsheet to record what you find at 30, 60, and 90-day intervals.<\/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=\"Topical Authority Template \u2013 Progress tracker\" alt=\"Topical Authority Template \u2013 Progress tracker\" data-aspect-ratio=\"0.85285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/topical-authority-template-progress-tracker.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Foundational_Layer_Are_You_Showing_Up_More\"><\/span>Foundational Layer: Are You Showing Up More?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Coverage tracking tells you whether your topical footprint is growing:<\/p>\n<p>Go back to your <a href=\"https:\/\/backlinko.com\/how-to-build-topical-authority-in-the-ai-search-era-7-steps#step-2\" target=\"_blank\" rel=\"noopener\">Step 2<\/a> notes. How many of your four query types surfaced your brand unprompted? Run them again and compare.<\/p>\n<p>Also monitor pages ranking for queries you didn\u2019t directly target, and rising impressions for queries related to your topic.<\/p>\n<p>For Great Jones, the baseline visibility was weak for many non-brand Dutch oven queries.<\/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 SERP \u2013 Dutch ovens for gifting\" alt=\"Google SERP \u2013 Dutch ovens for gifting\" data-aspect-ratio=\"1.2371428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-serp-dutch-ovens-for-gifting.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Showing up in two or three queries at 90 days \u2014 especially \u201cDutch ovens for gifting\u201d \u2014 would be a real sign of progress.<\/p>\n<p>Tools that help:<\/p>\n<ul>\n<li>Semrush\u2019s Organic Rankings tool (the Topics report) for association trends<\/li>\n<li>Semrush AI Visibility Toolkit: The Visibility Overview tool to see whether your AI Visibility score and mention count are climbing, and Prompt Tracking to re-run your query set on a set cadence<\/li>\n<li>Google Search Console for impressions and queries by page<\/li>\n<li><a title=\"Surfer SEO Review: Features, Pricing and More\" href=\"https:\/\/backlinko.com\/surfer-seo\" target=\"_blank\" rel=\"noopener\">Surfer SEO<\/a> for coverage gaps<\/li>\n<\/ul>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"GSC \u2013 Performance \u2013 Queries \u2013 Backlinko\" alt=\"GSC \u2013 Performance \u2013 Queries \u2013 Backlinko\" data-aspect-ratio=\"1\" src=\"https:\/\/backlinko.com\/app\/uploads\/2024\/07\/gsc-performance-queries-backlinko.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"POV_Layer_Are_You_Being_Described_Correctly\"><\/span>POV Layer: Are You Being Described Correctly?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The POV layer tracks language. Specifically, whether mentions of your brand are increasingly paired with your POV.<\/p>\n<p>Run POV-specific prompts monthly and check the wording.<\/p>\n<p>For Great Jones, that\u2019s searches like \u201cDutch oven wedding gift\u201d or \u201cbest Dutch oven to give as a gift.\u201d<\/p>\n<p>And when the Dutchess shows up in reviews, comparisons, and \u201cbest of\u201d listicles, watch for the language around it.<\/p>\n<p>Is it being called \u201ca great house-warming gift,\u201d \u201csplurge-worthy,\u201d or \u201cthe kind of gift that gets displayed\u201d?<\/p>\n<p>That\u2019s the POV landing.<\/p>\n<p>Tools that help:<\/p>\n<ul>\n<li>Brand24 to track web and social mentions<\/li>\n<li>Semrush\u2019s Perception tool for sentiment trends, and Narrative Drivers for the attributes and phrases AI ties to your brand<\/li>\n<\/ul>\n<figure class=\"backlinko-image__screenshot backlinko-image backlinko-has-border\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Perception \u2013 Great Jones Goods \u2013 Key sentiment drivers\" alt=\"Perception \u2013 Great Jones Goods \u2013 Key sentiment drivers\" data-aspect-ratio=\"1.03\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/perception-greatjonesgoods-key-sentiment-drivers.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Proof_Layer_Are_Others_Confirming_Your_POV\"><\/span>Proof Layer: Are Others Confirming Your POV?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The proof layer tracks third-party confirmation.<\/p>\n<p>Are media mentions, third-party pages, and niche communities backing up the POV you want to own?<\/p>\n<p>Start with your proof point.<\/p>\n<p>Are others citing or referencing it? That\u2019s a signal your off-site distribution is working.<\/p>\n<p>Then, go broader.<\/p>\n<p>Run [Your Brand] + [POV] queries on Google and an LLM.<\/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 SERP \u2013 Great Jones Dutch oven gift\" alt=\"Google SERP \u2013 Great Jones Dutch oven gift\" data-aspect-ratio=\"0.54428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-serp-great-jones-dutch-oven-gift.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Check whether you\u2019re appearing in more third-party sources associated with your POV.<\/p>\n<p>Are buyers recommending you unprompted in Reddit or niche communities? Are your hub pages attracting links from relevant sites?<\/p>\n<p>When your brand appears, is it being described in relation to your POV?<\/p>\n<p>For Great Jones, that might be a gift guide naming the Dutchess as the go-to Dutch oven for wedding gifts.<\/p>\n<p>Tools that help:<\/p>\n<ul>\n<li>Google Alerts for basic brand mention tracking, or Meltwater for a more robust option<\/li>\n<li>Semrush\u2019s Competitor Research tool to surface sites citing competitors but not you, and Narrative Drivers for the Top Cited Domains shaping your topic<\/li>\n<\/ul>\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 Alerts \u2013 Great Jones\" alt=\"Google Alerts \u2013 Great Jones\" data-aspect-ratio=\"0.97571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/google-alerts-great-jones.png\" loading=\"lazy\" \/><\/p><\/figure>\n<aside class=\"sc-semrush-cta semrush-button\">\n<figure>\n        <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/themes\/backlinko\/dist\/images\/semrush-cta-left_d8611204.svg\" alt=\"Semrush CTA Left Shape\" loading=\"lazy\" title=\"| Craig Hordlow\"><br \/>\n      <\/figure>\n<figure>\n        <img decoding=\"async\" src=\"https:\/\/backlinko.com\/app\/themes\/backlinko\/dist\/images\/semrush-cta-right_19b88811.svg\" alt=\"Semrush CTA Right Shape\" loading=\"lazy\" title=\"| Craig Hordlow\"><br \/>\n      <\/figure>\n<div>\n<p class=\"h3\">Semrush One Special Offer: 14-Day Free Trial<\/p>\n<p>With Semrush One, you get access to Semrush Pro AND the AI Visibility Toolkit. It&#8217;s your one-stop shop for building brand presence everywhere people search.<\/p>\n<p>                  <a class=\"btn btn-orange\" href=\"https:\/\/www.semrush.com\/billing\/offers\/buy\/r8t31weu\" target=\"_blank\" rel=\"noopener\"><br \/>\n            Sign Up Now          <\/a>\n              <\/p><\/div>\n<\/aside>\n<h2><span class=\"ez-toc-section\" id=\"Build_the_Pattern_That_Wins_in_AI_Search\"><\/span>Build the Pattern That Wins in AI Search<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Great Jones proves that great press and a great product aren\u2019t enough for topical authority.<\/p>\n<p>If search engines and LLMs don\u2019t have clear associations attached to your brand, showing up online will be a struggle \u2014 no matter what Vogue thinks of you.<\/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=\"Vogue \u2013 Great Jones cookware\" alt=\"Vogue \u2013 Great Jones cookware\" data-aspect-ratio=\"0.93571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2026\/06\/vogue-great-jones-cookware.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>But that\u2019s fixable.<\/p>\n<p>The Topical Authority Pyramid gives you the framework:<\/p>\n<ul>\n<li><strong>A strong foundation<\/strong> that proves you belong in the category<\/li>\n<li><strong>A POV<\/strong> that makes you distinct<\/li>\n<li><strong>Proof<\/strong> that backs it up across the web<\/li>\n<\/ul>\n<p>Once your first topic takes shape, expand.<\/p>\n<p>Follow the Topical Authority Pyramid for your next topic, claim more territory, and deepen your authority in adjacent spaces.<\/p>\n<p>Do this well, and search engines and LLMs may just start recommending you by default.<\/p>\n<p>Want a repeatable way to monitor your AI visibility over time? Our <a title=\"Semrush AI Visibility: How to Audit Your AI Search Presence\" href=\"https:\/\/backlinko.com\/ai-seo\" target=\"_blank\" rel=\"noopener\">AI visibility audit<\/a> guide walks you through it step by step.<\/p>\n<p>The post <a href=\"https:\/\/backlinko.com\/how-to-build-topical-authority-in-the-ai-search-era-7-steps\" target=\"_blank\" rel=\"noopener\">How to Build Topical Authority in the AI Search Era (7 Steps)<\/a> appeared first on <a href=\"https:\/\/backlinko.com\/\" target=\"_blank\" rel=\"noopener\">Backlinko<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>You can be a strong brand, publish high-quality content, and still not have topical authority. Just look at Great Jones, a kitchenware company. Their Dutch oven (called The Dutchess) is beautiful, well-reviewed, and featured in industry-leading sites like Vogue, the New York Times, Bon App\u00e9tit, and The Kitchn. But search \u201cbest Dutch ovens\u201d on Google or ask an LLM for recommendations, and the brand rarely appears. It\u2019s not that Great Jones lacks content or press. What\u2019s missing is the pattern \u2014 a consistent, positive framing that [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15848,"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-15847","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-backlinko"],"featured_image_src":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/06\/thekitchn-great-jones-dutch-oven-H3CLMC-600x400.png","featured_image_src_square":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/06\/thekitchn-great-jones-dutch-oven-H3CLMC-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\/15847","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=15847"}],"version-history":[{"count":0,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15847\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media\/15848"}],"wp:attachment":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media?parent=15847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/categories?post=15847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/tags?post=15847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}