{"id":15010,"date":"2026-01-02T16:46:26","date_gmt":"2026-01-02T16:46:26","guid":{"rendered":"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/"},"modified":"2026-01-02T16:46:26","modified_gmt":"2026-01-02T16:46:26","slug":"fashion-ai-seo-how-to-improve-your-brands-llm-visibility","status":"publish","type":"post","link":"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/","title":{"rendered":"Fashion AI SEO: How to Improve Your Brand\u2019s LLM Visibility"},"content":{"rendered":"<p>AI chat is changing how people shop for fashion \u2014 fast.<\/p>\n<p>Before AI, buying something as simple as casual leggings meant typing keywords into Google. Then, sifting through pages of results.<\/p>\n<p>Comparing prices. Reading reviews. Getting overwhelmed.<\/p>\n<p>In fact, <a title=\"Fashion\u2019s New Era of Product Discovery\" href=\"https:\/\/www.businessoffashion.com\/articles\/technology\/the-state-of-fashion-2025-report-generative-ai-artificial-intelligence-search-discovery\/\" target=\"_blank\" rel=\"noopener\">74% of shoppers<\/a> give up because there\u2019s too much choice, according to research by Business of Fashion and McKinsey.<\/p>\n<p>Now?<\/p>\n<p>A shopper submits a query. AI gives one clear answer \u2014 often with direct links to products, reviews, and retailers. They can even click straight to purchase.<\/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 Women\u2019s leggings\" alt=\"Google AI Mode \u2013 Women's leggings\" data-aspect-ratio=\"0.96142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/google-ai-mode-womens-leggings.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>So, how do you make sure AI recommends your fashion brand?<\/p>\n<p>We analyzed how fashion brands appear in AI search. And why some brands dominate while others disappear.<\/p>\n<p>In this article, you\u2019ll learn how large language models (LLMs) interpret fashion, what drives visibility, and the levers you can pull to get your brand visible in AI searches (plus a <a title=\"Fashion Trend Content Calendar by Backlinko\" href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1yzb4--00tem7IgAiT_Ef1Gk0vDlZcAwLDIGlffKv584\/copy\" target=\"_blank\" rel=\"noopener\">free fashion trend calendar<\/a> to help you plan).<\/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>Note:<\/strong> The data in this article comes from <a href=\"https:\/\/ai-visibility-index.semrush.com\/\" title=\"AI Visibility Index\" target=\"_blank\" rel=\"noopener\">Semrush\u2019s AI Visibility Index<\/a>, August 2025.<\/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<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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#The_3_Types_of_AI_Visibility_in_Fashion\" >The 3 Types of AI Visibility in Fashion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#How_AI_Models_Choose_Which_Fashion_Brands_to_Surface\" >How AI Models Choose Which Fashion Brands to Surface<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Consensus\" >Consensus<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Consistency\" >Consistency<\/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-5\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#The_Types_of_Content_That_Dominate_Fashion_AI_Search\" >The Types of Content That Dominate Fashion AI Search<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Editorial_Shopping_Guides_and_Roundups\" >Editorial Shopping Guides and Roundups<\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Retailer_Product_Pages_and_Brand_Stores\" >Retailer Product Pages and Brand Stores<\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#User_Generated_Video_Content\" >User Generated Video Content<\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Reddit_and_Community_Threads\" >Reddit and Community Threads<\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Lab_Tests_and_Fabric_Explainers\" >Lab Tests and Fabric Explainers<\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Comparisons_and_Alternatives_Content\" >Comparisons and Alternatives Content<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#What_This_Shift_Means_for_Your_Fashion_Brand\" >What This Shift Means for Your Fashion Brand<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Editorial_Retailer_and_PDP_Split\" >Editorial, Retailer, and PDP Split<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_What_You_Can_Do\" >Here\u2019s What You Can Do<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_an_Example_Carhartt\" >Here\u2019s an Example: Carhartt<\/a><\/li><\/ul><\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Trend_Shocks_and_Seasonal_Volatility\" >Trend Shocks and Seasonal Volatility<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_What_You_Can_Do-2\" >Here\u2019s What You Can Do<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_an_Example_UGG\" >Here\u2019s an Example: UGG<\/a><\/li><\/ul><\/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\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Sustainability_and_Proof_Not_Claims\" >Sustainability and Proof (Not Claims)<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_What_You_Can_Do-3\" >Here\u2019s What You Can Do<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Heres_an_Example_Patagonia\" >Here\u2019s an Example: Patagonia<\/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-22\" href=\"https:\/\/craighordlow.com\/index.php\/2026\/01\/02\/fashion-ai-seo-how-to-improve-your-brands-llm-visibility\/#Make_AI_Work_for_Your_Fashion_Brand\" >Make AI Work for Your Fashion Brand<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"The_3_Types_of_AI_Visibility_in_Fashion\"><\/span>The 3 Types of AI Visibility in Fashion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>There are three ways people will see your brand in <a title=\"How to Rank in AI Search (New Strategy &amp; Framework)\" href=\"https:\/\/backlinko.com\/ai-search-strategy\" target=\"_blank\" rel=\"noopener\">AI search<\/a>: brand mentions, citations, and recommendations.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"3 Types of AI Visibility in Fashion\" alt=\"3 Types of AI Visibility in Fashion\" data-aspect-ratio=\"0.58571428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/3-types-of-ai-visibility-in-fashion.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p><strong>Brand mentions<\/strong> are references to your brand within an answer.<\/p>\n<p>Ask AI about the latest fashion trends, and the answer includes a couple of relevant brands.<\/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  Top trending fashion looks \u2013 Brands\" alt=\"ChatGPT \u2013 Top trending fashion looks \u2013 Brands\" data-aspect-ratio=\"1.2071428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-top-trending-fashion-looks-brands.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p><strong>Citations<\/strong> are the proof that backs up AI answers. Your brand properties get linked as a source. This could be product pages, sizing guides, or care instructions.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"AI Search Visibility\" alt=\"AI Search Visibility\" data-aspect-ratio=\"0.86142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/09\/ai-search-visibility.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Citations also include other sites that talk about your brand, like Wikipedia, Amazon, or review sites.<\/p>\n<p><strong>Product recommendations<\/strong> are the most powerful form of <a title=\"LLM Visibility: The SEO Metric No One Is Reporting On (Yet)\" href=\"https:\/\/backlinko.com\/llm-visibility\" target=\"_blank\" rel=\"noopener\">AI visibility<\/a>. Your brand isn\u2019t just mentioned; it\u2019s actively suggested when someone is ready to buy.<\/p>\n<p>For example, I asked ChatGPT for recommendations of aviator sunglasses:<\/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  Aviator sunglasses recommendations\" alt=\"ChatGPT \u2013 Aviator sunglasses recommendations\" data-aspect-ratio=\"0.86285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-aviator-sunglasses-recommendations.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Ray-Ban doesn\u2019t just show up as a mention \u2014 they\u2019re a recommended option with clickable shopping cards.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_AI_Models_Choose_Which_Fashion_Brands_to_Surface\"><\/span>How AI Models Choose Which Fashion Brands to Surface<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>If you\u2019ve ever wondered how AI chooses which fashion brands to surface, here are the two basic factors:<\/p>\n<ul>\n<li>By evaluating <strong>what other people say<\/strong> about you online<\/li>\n<li>By checking how <strong>consistently factual<\/strong> and trustworthy your own information is<\/li>\n<\/ul>\n<p>Let\u2019s talk about consensus and consistency. Plus, we\u2019ll discuss real fashion brands that are winning at both.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Consensus\"><\/span>Consensus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If you ask all your friends for their favorite ice cream shop, they\u2019ll probably give different answers.<\/p>\n<p>But if almost everyone coincided in the same answer, you trust that\u2019s probably the best place to go.<\/p>\n<p>AI does something similar.<\/p>\n<p>First, it checks different sources of information online. This includes:<\/p>\n<ul>\n<li><strong>Editorial websites<\/strong>, like articles in Vogue, Who What Wear, InStyle, and others<\/li>\n<li><strong>Community and creator content<\/strong>, including TikTok try-ons, Reddit threads, and YouTube product roundups<\/li>\n<li><strong>Retailer corroboration<\/strong>, like ratings and reviews on Amazon, Nordstrom, Zalando, and more<\/li>\n<li><strong>Sustainability verification<\/strong> from third parties like B Corp, OEKO-TEX, or Good On You<\/li>\n<\/ul>\n<p>After analyzing this information, it gives you recommendations for what it perceives to be the best option.<\/p>\n<p>Here\u2019s an example of what that consensus looks like for a real brand:<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Brand Consensus\" alt=\"Brand Consensus\" data-aspect-ratio=\"0.95142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/brand-consensus.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Carhartt is mentioned all over the web. They appear in retail listings, editorial pieces, and in community discussions.<\/p>\n<p>The result?<\/p>\n<p>They get consistent LLM mentions.<\/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  Jacket recommendations\" alt=\"ChatGPT \u2013 Jacket recommendations\" data-aspect-ratio=\"1.2542857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-jacket-recommendations.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h4><span class=\"ez-toc-section\" id=\"Consistency\"><\/span>Consistency<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>AI also judges your brand based on the consistency of your product information.<\/p>\n<p>This includes:<\/p>\n<ul>\n<li><strong>Naming &amp; colorways:<\/strong> Identical names\/color codes across your own site, retailers, and mentions<\/li>\n<li><strong>Fit &amp; size data:<\/strong> Standardized size charts, fit guides, and model measurements<\/li>\n<li><strong>Materials &amp; care:<\/strong> The same composition and instructions across all channels<\/li>\n<li><strong>Imagery\/video parity:<\/strong> The same SKU visuals (like hero, 360, try-on) on your site and retailer sites<\/li>\n<li><strong>Price &amp; availability sync:<\/strong> Real-time updates during drops or restocks to avoid stale or conflicting data<\/li>\n<\/ul>\n<p>For example, Lululemon does a great job of keeping product availability updated on their website.<\/p>\n<p>If you ask AI where to find a specific product type, it directs you back to the Lululemon website.<\/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 Specific product type\" alt=\"Google AI Mode \u2013 Specific product type\" data-aspect-ratio=\"0.70428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/google-ai-mode-specific-product-type.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>This happens because Lululemon\u2019s site provides accurate, up-to-date information.<\/p>\n<p>Plus, it\u2019s consistent across retailer pages.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Types_of_Content_That_Dominate_Fashion_AI_Search\"><\/span>The Types of Content That Dominate Fashion AI Search<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Mentions get you into the conversation. Recommendations make you the answer. Citations build the credibility that supports both.<\/p>\n<p>The brands winning in AI search have all three \u2014 here\u2019s how to diagnose where you stand.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"AI Visibility Diagnostic\" alt=\"AI Visibility Diagnostic\" data-aspect-ratio=\"0.59714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/ai-visibility-diagnostic.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Let\u2019s talk about the fashion brands that are consistently showing up in AI search results, and the kind of content that helps them gain AI visibility.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Editorial_Shopping_Guides_and_Roundups\"><\/span>Editorial Shopping Guides and Roundups<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Editorial content has a huge impact on results.<\/p>\n<p>Sites like Vogue, Who What Wear, and InStyle are regularly cited by LLMs.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"TOP Sources Analysis Fashion &amp; Apparel\" alt=\"TOP Sources Analysis Fashion &amp; Apparel\" data-aspect-ratio=\"0.70857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/top-sources-analysis-fashion-and-apparel.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>These editorial pieces are key for AI search, since they frame products in context \u2014 showing comparison, specific occasions, or trends.<\/p>\n<p>There are two ways to play into this.<\/p>\n<p>First, you can <strong>develop relationships with editorial websites<\/strong> relevant to your brand.<\/p>\n<p>Start by researching your top three competitors. Using Google (or a quick AI search), find out which publications have featured those competitors recently.<\/p>\n<p>Then, reach out to the editor or writers at those publications.<\/p>\n<p>If they\u2019re individual creators, you might send sample products for them to review.<\/p>\n<p>Looking for mentions from bigger publications?<\/p>\n<p>You might consider working with a PR team to get your products listed in articles.<\/p>\n<p>To build consistency in that content, provide data sheets with information about material, fit, or care.<\/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=\"Who What Wear \u2013 Provide information\" alt=\"Who What Wear \u2013 Provide information\" data-aspect-ratio=\"0.93714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/whowhatwear-provide-information.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>\u200b\u200b<\/p>\n<p>Second, you can <strong>build your own editorial content<\/strong>.<\/p>\n<p>That\u2019s exactly what Huckberry does:<\/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=\"Huckberry \u2013 Build your own editorial content\" alt=\"Huckberry \u2013 Build your own editorial content\" data-aspect-ratio=\"2.0928571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/huckberry-build-your-own-editorial-content.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>They regularly produce editorial-style content that answers questions.<\/p>\n<p>Many of these posts include a video as well, giving them more opportunity for discovery in LLMs:<\/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=\"YouTube \u2013 Huckberry wardrobe 2025\" alt=\"YouTube \u2013 Huckberry wardrobe 2025\" data-aspect-ratio=\"0.93\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/youtube-huckberry-wardrobe-2025.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Retailer_Product_Pages_and_Brand_Stores\"><\/span>Retailer Product Pages and Brand Stores<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Think of your product detail page (PDP) as the source of truth for AI.<\/p>\n<p>If you don\u2019t have all the information there, AI will take its answers from other sources \u2014 whether or not they\u2019re accurate.<\/p>\n<p>Product pages (your own website or a retailer\u2019s) need to reflect consistent, accurate information. Then, AI can understand and translate into answers.<\/p>\n<p>Some examples might include:<\/p>\n<ul>\n<li>Structured sizing information<\/li>\n<li>Consistent naming and colorways<\/li>\n<li>Up-to-date prices and availability<\/li>\n<li>Ratings (with pictures)<\/li>\n<li>Fit guides (like sizing guides and images with model measurements and sizing)<\/li>\n<li>Materials and care pages<\/li>\n<li>Transparent sustainability modules<\/li>\n<\/ul>\n<p>For example,Everlane provides the typical sizing chart on each of its products. But they take it a step further and include a guide to show how a piece is meant to fit on your body.<\/p>\n<p>You can even see instructions to measure yourself and find the right size.<\/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=\"Everlane \u2013 Size Guide\" alt=\"Everlane \u2013 Size Guide\" data-aspect-ratio=\"1.0785714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/everlane-size-guide.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>That\u2019s why, when I ask AI to help me pick the right size for a pair of pants, it gives me a clear answer.<\/p>\n<p>And the citations come straight from Everlane\u2019s website.<\/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  Suggesting a size\" alt=\"ChatGPT \u2013 Suggesting a size\" data-aspect-ratio=\"1.2142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-suggesting-a-size.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Everlane\u2019s product pages also include model measurements and sizing.<\/p>\n<p>So when I ask ChatGPT for pictures to help me pick the right size, I get this response:<\/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  Pictures to help\" alt=\"ChatGPT \u2013 Pictures to help\" data-aspect-ratio=\"1.1014285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-pictures-to-help.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>However you choose to present this information on your product pages, just remember: It needs to be identical on all retailer pages as well.<\/p>\n<p>Otherwise, your brand could confuse the LLMs.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"User_Generated_Video_Content\"><\/span>User Generated Video Content<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>What you say about your own brand is one thing.<\/p>\n<p>But what other people say about you online can have a huge influence on your AI mentions.<\/p>\n<p>Of course, you don\u2019t have full control over what consumers post about you online.<\/p>\n<p>So, proactively build connections with creators. Or, try to join the conversation online when appropriate.<\/p>\n<p>This can help you build a positive sentiment toward your brand, which AI will pick up on.<\/p>\n<p>Not sure which creators to work with?<\/p>\n<p>Try searching for your competitors on channels like TikTok or Instagram. See which creators are mentioning their products, and getting engagement.<\/p>\n<p>You can also use tools like <a title=\"Influencer Analytics\" href=\"https:\/\/www.semrush.com\/app\/influencer-marketing-platform\/\" target=\"_blank\" rel=\"noopener\">Semrush\u2019s Influencer Analytics app<\/a> to discover influencers.<\/p>\n<p>Search by social channels, and filter by things like follower count, location, and pricing.<\/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=\"Semrush Influencer Analytics App\" alt=\"Semrush Influencer Analytics App\" data-aspect-ratio=\"0.73285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/semrush-influencer-analytics-app.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Here\u2019s an example: Aritzia has grown a lot on TikTok. They show up in creator videos, fit checks, and unboxing-style videos.<\/p>\n<p>In fact, the hashtag #aritziahaul has a total of 32k posts, racking up <a title=\"#aritziahaul TikTok hashtags\" href=\"https:\/\/tiktokhashtags.com\/hashtag\/aritziahaul\/\" target=\"_blank\" rel=\"noopener\">561 million views<\/a> overall.<\/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=\"TikTok \u2013 Artizia\" alt=\"TikTok \u2013 Artizia\" data-aspect-ratio=\"0.99142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/tiktok-artizia.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Other fashion brands, like Quince, include a reviewing system on their PDPs.<\/p>\n<p>This allows consumers to rate the fit and add pictures of themselves wearing the product.<\/p>\n<p>LLMs also use this information to answer questions.<\/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=\"Quince \u2013 Reviwing system\" alt=\"Quince \u2013 Reviwing system\" data-aspect-ratio=\"0.62\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/quince-reviwing-system.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Creator try-ons, styling videos, and similar content can help increase brand mentions in \u201cbest for [body type]\u201d or \u201cbest for [occasion]\u201d prompts.<\/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-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> Zero-click shopping is coming. Perplexity\u2019s \u201c<a href=\"https:\/\/www.theverge.com\/2024\/11\/18\/24299574\/perplexity-ai-search-engine-buy-products\" title=\"Perplexity\u2019s AI search engine can now buy products for you | The Verge\" target=\"_blank\" rel=\"noopener\">Buy with Pro<\/a>\u201d and ChatGPT\u2019s \u201c<a href=\"https:\/\/openai.com\/index\/buy-it-in-chatgpt\/\" title=\"Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol | OpenAI\" target=\"_blank\" rel=\"noopener\">Instant Checkout<\/a>\u201d hint at a future where AI answers lead straight to one-click purchases. The effects are still emerging, but as with social shopping, visibility wins. So, make sure your brand shows up in the chats that drive buying decisions.<\/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<h3><span class=\"ez-toc-section\" id=\"Reddit_and_Community_Threads\"><\/span>Reddit and Community Threads<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Reddit is a major source of information for fashion AI queries.<\/p>\n<p>This includes information about real-world fit, durability, comfort, return experiences, and comparisons.<\/p>\n<p>For example, Uniqlo shows up regularly in Reddit threads and questions about style.<\/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 Fashion community threads\" alt=\"Reddit \u2013 Fashion community threads\" data-aspect-ratio=\"1.7185714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/reddit-fashion-community-threads.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>You can also find real reviews of durability about the products.<\/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 Real review of durability\" alt=\"Reddit \u2013 Real review of durability\" data-aspect-ratio=\"1.2671428571429\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/reddit-real-review-of-durability.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>As a result, the brand is getting thousands of mentions in LLMs based on Reddit citations.<\/p>\n<p>Plus, this leads to a ton of organic traffic back to the Uniqlo website.<\/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=\"Semrush \u2013 AI Visibility \u2013 Uniqlo \u2013 Cited Sources\" alt=\"Semrush \u2013 AI Visibility \u2013 Uniqlo \u2013 Cited Sources\" data-aspect-ratio=\"0.88\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/semrush-ai-visibility-uniqlo-cited-sources.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Obviously, it\u2019s impossible to completely control the conversation around your brand. So for this to work, there\u2019s one key thing you can\u2019t miss:<\/p>\n<p>Your products need to be truly excellent.<\/p>\n<p>A mediocre product that has a lot of negative sentiment online won\u2019t show up in AI search results.<\/p>\n<p>And no amount of marketing tactics can fool the LLMs.<\/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> Learn how to join the conversation online with our <a href=\"https:\/\/backlinko.com\/reddit-marketing\" title=\"Reddit Marketing in 3 Hours\/Week: From 0 Karma to Real Cred\" target=\"_blank\" rel=\"noopener\">Reddit Marketing guide<\/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<h3><span class=\"ez-toc-section\" id=\"Lab_Tests_and_Fabric_Explainers\"><\/span>Lab Tests and Fabric Explainers<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>This kind of content shows the quality of your products.<\/p>\n<p>It gives LLMs a measurable benchmark to quote on things like pilling or color fastness.<\/p>\n<p>This content could include:<\/p>\n<ul>\n<li>\u201c6-month wear\u201d style videos<\/li>\n<li>Pages that explain the fabrics and materials used<\/li>\n<li>Third party tests<\/li>\n<li>Clear care instructions<\/li>\n<\/ul>\n<p>For example, Quince has an entire page on their website talking about cashmere.<\/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=\"Quince \u2013 About cashmere\" alt=\"Quince \u2013 About cashmere\" data-aspect-ratio=\"0.71428571428571\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/quince-about-cashmere.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And in Semrush\u2019s AI Visibility dashboard, you can see this page is one of the top cited sources from Quince\u2019s website.<\/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=\"Semrush \u2013 Visibility Overview \u2013 Quince \u2013 Cited Pages\" alt=\"Semrush \u2013 Visibility Overview \u2013 Quince \u2013 Cited Pages\" data-aspect-ratio=\"0.76142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/semrush-visibility-overview-quince-cited-pages.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Another option is to create content that shows tests of your products.<\/p>\n<p>Here\u2019s a great example from a brand that makes running soles, Vibram.<\/p>\n<p>They sponsored pro trail runner Robyn Lesh, and teamed up with Huckberry to lab test some of their shoes.<\/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=\"YouTube \u2013 Vibram \u2013 Lab test of the product\" alt=\"YouTube \u2013 Vibram \u2013 Lab test of the product\" data-aspect-ratio=\"0.92857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/youtube-vibram-lab-test-of-product.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>This kind of content is helping Vibram maintain solid AI 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=\"Visibility Overview \u2013 Vibram \u2013 AI Visibility\" alt=\"Visibility Overview \u2013 Vibram \u2013 AI Visibility\" data-aspect-ratio=\"0.85857142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/visibility-overview-vibram-ai-visibility.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And for smaller brands who don\u2019t have Vibram\u2019s sponsorship budget?<\/p>\n<p>Try doing product testing content with your own team.<\/p>\n<p>For example, have a team member wear a specific product every day for a month, and report back on durability.<\/p>\n<p>Or, bury a piece of clothing underground and watch how long it takes to decompose, like Woolmark did:<\/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=\"Instagram \u2013 Woolmark decompose clothing\" alt=\"Instagram \u2013 Woolmark decompose clothing\" data-aspect-ratio=\"0.88714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/instagram-woolmark-decompose-clothing.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Get creative, and you\u2019ll have some fun creating content that can also help your brand be more visible.<\/p>\n<p>Want to check your brand\u2019s AI visibility?<\/p>\n<p>Try 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\">AI Visibility Toolkit from Semrush<\/a> to see where your brand stands in AI search, and learn how to optimize.<\/p>\n<p>Start by checking your AI visibility score. You\u2019ll see how this measures up against the industry benchmarks.<\/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=\"Visibility Overview \u2013 Ray-ban \u2013 AI Visibility \u2013 Industry avg\" alt=\"Visibility Overview \u2013 Ray-ban \u2013 AI Visibility \u2013 Industry avg\" data-aspect-ratio=\"0.85714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/visibility-overview-ray-ban-ai-visibility-industry-avg.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>You can prioritize next steps based on the Topic Opportunities tab.<\/p>\n<p>There, you\u2019ll see topics where your competitors are being mentioned, but your brand is missed.<\/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=\"Visibility Overview \u2013 Ray-ban \u2013 Topic &amp; Sources\" alt=\"Visibility Overview \u2013 Ray-ban \u2013 Topic &amp; Sources\" data-aspect-ratio=\"0.70714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/visibility-overview-ray-ban-topic-and-sources.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Then, jump to the Brand Perception tab to learn more about your Share of Voice and Sentiment in AI search results.<\/p>\n<p>You\u2019ll also get some clear insights on improvements you can make.<\/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=\"Semrush \u2013 Brand Performance \u2013 Sentiment &amp; Share of Voice\" alt=\"Semrush \u2013 Brand Performance \u2013 Sentiment &amp; Share of Voice\" data-aspect-ratio=\"0.54\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/semrush-brand-performance-sentiment-and-share-of-voice.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Comparisons_and_Alternatives_Content\"><\/span>Comparisons and Alternatives Content<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI loves a good comparison post (and honestly, who doesn\u2019t?). So, creating content that compares your products to other brands is a great way to get more mentions.<\/p>\n<p>This is part of <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>.<\/p>\n<p>It helps you get brand exposure without depending on organic traffic dependence. Plus, it helps level the playing field with bigger competitors.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"How does LLM Seeding Work\" alt=\"How does LLM Seeding Work\" data-aspect-ratio=\"0.57\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/07\/how-does-llm-seeding-work.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>For instance, Quince is often cited online as a cheaper alternative to luxury clothing.<\/p>\n<p>I asked ChatGPT for affordable cashmere options, and Quince was the first recommendation.<\/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  Affordable cashmere options\" alt=\"ChatGPT \u2013 Affordable cashmere options\" data-aspect-ratio=\"1.0657142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-affordable-cashmere-options.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>So, why is this brand showing up consistently?<\/p>\n<p>One reason is their comparison content.<\/p>\n<p>In each PDP, you\u2019ll see the \u201cBeyond Compare\u201d box, showing specific points of comparison with major competitors.<\/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=\"Quince \u2013 Beyond Compare\" alt=\"Quince \u2013 Beyond Compare\" data-aspect-ratio=\"0.56142857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/quince-beyond-compare.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>The right comparisons are handled honestly and tastefully.<\/p>\n<p>Focus on real points of difference (like Quince does with price). Or, show which products are best for certain occasions.<\/p>\n<p>For example: \u201cOur sweaters are great for hiking in the snow. Our competitors\u2019 sweaters are better for indoor activities.\u201d<\/p>\n<p>Comparisons give AI a reason to recommend your fashion brand when someone asks for an alternative.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_This_Shift_Means_for_Your_Fashion_Brand\"><\/span>What This Shift Means for Your Fashion Brand<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI search has changed the way people discover products, and even their path to purchase.<\/p>\n<p>Before, this involved multiple searches, clicking on different websites, or scrolling through forums. Now, you can do this in one simple interface.<\/p>\n<p>So, how is AI changing fashion, and how can your brand adapt?<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Editorial_Retailer_and_PDP_Split\"><\/span>Editorial, Retailer, and PDP Split<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI search doesn\u2019t treat every source of information equally.<\/p>\n<p>And depending on which model your audience uses, the \u201cdefault\u201d source of truth can look very different.<\/p>\n<p>ChatGPT leans heavily on editorial and community signals.<\/p>\n<p>It rewards cultural traction \u2014 what people are talking about, buying, and loving.<\/p>\n<p>For example, articles like this one from Vogue are a prime source for ChatGPT answers:<\/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 Fashion trends\" alt=\"Vogue \u2013 Fashion trends\" data-aspect-ratio=\"2.8557142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/vogue-fashion-trends.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>Meanwhile, Google\u2019s AI Mode and Perplexity skew toward retailer PDPs.<\/p>\n<p>They look for structured data like price, availability, or fit guides. In other words, they trust whoever has the cleanest, richest product data.<\/p>\n<p>The most visible brands win in both arenas: cultural conversation and PDP completeness.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Heres_What_You_Can_Do\"><\/span>Here\u2019s What You Can Do<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>To show up in all major LLMs, you need two parallel pipelines.<\/p>\n<ol>\n<li><strong>Cultural traction:<\/strong> Like press mentions, creator partnerships, and community visibility<\/li>\n<li><strong>Citation-ready proof:<\/strong> For example, complete and accurate PDPs across retailer channels<\/li>\n<\/ol>\n<h4><span class=\"ez-toc-section\" id=\"Heres_an_Example_Carhartt\"><\/span>Here\u2019s an Example: Carhartt<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Carhartt is a great example of a brand that\u2019s winning on both sides.<\/p>\n<p>First, they get consistent cultural visibility.<\/p>\n<p>For instance, Vogue reported that the Carhartt WIP Detroit jacket made Lyst\u2019s \u201chottest product\u201d list. That led to searches for their brand <a title=\"This Carhartt WIP Classic Is The Trending Jacket...\" href=\"https:\/\/www.vogue.co.uk\/article\/carhartt-jacket\" target=\"_blank\" rel=\"noopener\">increasing by 410%<\/a>.<\/p>\n<p>This makes it more likely for LLMs to recommend their products in answers:<\/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 Womens workwear jacket\" alt=\"Google AI Mode \u2013 Womens workwear jacket\" data-aspect-ratio=\"1.1157142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/google-ai-mode-womens-workwear-jacket.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>This is the kind of loop that works wonders for a fashion brand.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"AI TrenD Loop\" alt=\"AI TrenD Loop\" data-aspect-ratio=\"0.84\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/ai-trend-loop.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>At the same time, Carhartt is also stocked across a huge range of retailers. You can find them in REI, Nordstrom, Amazon, and Dick\u2019s, plus their own direct-to-consumer website.<\/p>\n<p>So, Google AI Mode has an abundance of PDPs, videos, reviews, and Q&amp;A to cite.<\/p>\n<p>This makes Carhartt extremely \u201ccitation-friendly\u201d in both models.<\/p>\n<p>No wonder it has such a strong AI visibility score.<\/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=\"Visibility Overview \u2013 Carhartt \u2013 AI Visibility\" alt=\"Visibility Overview \u2013 Carhartt \u2013 AI Visibility\" data-aspect-ratio=\"0.86\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/visibility-overview-carhartt-ai-visibility.png\" loading=\"lazy\" \/><\/p><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"Trend_Shocks_and_Seasonal_Volatility\"><\/span>Trend Shocks and Seasonal Volatility<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Trend cycles aren\u2019t a new challenge in the fashion industry. But it becomes a bigger challenge to maintain visibility when those trends affect which brands appear in AI search.<\/p>\n<p>Micro-trends pop up all the time, triggering quick shifts in how AI answers fashion queries.<\/p>\n<p>When the trend heats up, LLMs pull in brands that appear online in listicles or TikTok roundups.<\/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  When the trend heats up\" alt=\"ChatGPT \u2013 When the trend heats up\" data-aspect-ratio=\"1.0557142857143\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-when-the-trend-heats-up.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>And when the trend cools? Those same brands disappear just as quickly.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Heres_What_You_Can_Do-2\"><\/span>Here\u2019s What You Can Do<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>To stay present during each trend swing, you need a content and operations pipeline that speaks in real time to the language models are echoing.<\/p>\n<ol>\n<li><strong>Build a proactive trend calendar:<\/strong> Map your content to seasonal moments, like spring tailoring, fall layers, holiday capsules, back-to-school basics, and so on<\/li>\n<li><strong>Refresh imagery and copy to mirror trend language:<\/strong> Update PDPs, on-site copy, and retailer description to match the phrasing used in cultural content<\/li>\n<li><strong>Create rapid-fire listicles and lookbooks:<\/strong> Listicle-style content, creator videos, and other trend-related mentions can help boost visibility. This includes building your own content and working with creators and publications to feature your product in their content.<\/li>\n<\/ol>\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>Download<\/strong> our <a href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1yzb4--00tem7IgAiT_Ef1Gk0vDlZcAwLDIGlffKv584\/copy\" title=\"Fashion Trend Content Calendar by Backlinko\" target=\"_blank\" rel=\"noopener\">Trend Calendar for Fashion Brands<\/a> to plan ahead for upcoming trends and create content that matches.<\/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<h4><span class=\"ez-toc-section\" id=\"Heres_an_Example_UGG\"><\/span>Here\u2019s an Example: UGG<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Anyone who was around for Y2K may have been shocked to see UGG boots come around again.<\/p>\n<p>But the brand was ready to jump onto the trend and make the most of their moment.<\/p>\n<p><a title=\"The Ugg Reboot: How To Style The Noughties Classic This Winter\" href=\"https:\/\/www.vogue.co.uk\/article\/how-to-style-ugg-boots\" target=\"_blank\" rel=\"noopener\">Vogue reported<\/a> that UGG made Lyst\u2019s \u201chottest products\u201d list in 2024.<\/p>\n<p>Since then, they\u2019ve been regularly featured in seasonal \u201cwinter wardrobe essentials\u201d style roundups.<\/p>\n<p>One analyst found that there had been a <a title=\"if u take a look at the dataaa...\" href=\"https:\/\/www.instagram.com\/p\/DDKPFkCtQAW\/?igsh=YXN6eGoybjllcWZi&amp;img_index=2\" target=\"_blank\" rel=\"noopener\">280% increase in popularity<\/a> for the shoes. Funny enough, that trend seems to be a regular occurrence every year once \u201cUGG season\u201d rolls around.<\/p>\n<p>In fact, on TikTok, the hashtag #uggseason has almost 70k videos.<\/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=\"TikTok \u2013 Uggseason videos\" alt=\"TikTok \u2013 Uggseason videos\" data-aspect-ratio=\"1.1285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/tiktok-uggseason-videos.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>UGG stays visible even as seasons trends shift. That\u2019s because the brand is always present in the content streams that LLMs treat as cultural indicators. By partnering with influencers, UGG amplified its presence so effectively that the boots themselves became a moment \u2014 something people wanted to photograph, share, and join in on without being asked.<\/p>\n<p>The result?<\/p>\n<p>They have one of the highest AI Visibility scores I saw while researching this article.<\/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=\"Visibility Overview \u2013 Ugg \u2013 AI Visibility\" alt=\"Visibility Overview \u2013 Ugg \u2013 AI Visibility\" data-aspect-ratio=\"0.86285714285714\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/visibility-overview-ugg-ai-visibility.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>(As a marketer, I find this encouraging. As a Millennial, I find it deeply disturbing.)<\/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-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> Want to measure the results? Track how often your brand or SKUs appear in new listicles per month, plus how they rank in those roundups. Then use Semrush\u2019s AI Visibility Toolkit to track your brand\u2019s visibility using trend-related prompts.<\/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<h3><span class=\"ez-toc-section\" id=\"Sustainability_and_Proof_Not_Claims\"><\/span>Sustainability and Proof (Not Claims)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Sustainability has become one of the strongest differentiators for fashion brands in AI search.<\/p>\n<p>But only when brands back it up with verifiable proof.<\/p>\n<p>LLMs don\u2019t reward vague eco-friendly language. Instead, they surface brands with certifications, documentation, and third-party validation.<\/p>\n<p>Models also pull heavily from Wikipedia and third-party certification databases. These pages often act as trust anchors for AI search results.<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Heres_What_You_Can_Do-3\"><\/span>Here\u2019s What You Can Do<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>You need to build a clear, credible footprint that models can cite.<\/p>\n<ol>\n<li><strong>Centralize pages on materials, care, and impact:<\/strong> Make them brief, structured, and verifiable. Include materials, sourcing, certifications, and repair\/resale info.<\/li>\n<li><strong>Maintain third-party profiles:<\/strong> Keep your certifications up-to-date. This includes things like Fair Trade, Bluesign, B-Corp, GOTs, etc.<\/li>\n<li><strong>Standardize sustainability claims across all retailers:<\/strong> If your DTC site says \u201cFair Trade Certified\u201d but your Nordstrom PDP doesn\u2019t? Models treat that as unreliable.<\/li>\n<\/ol>\n<h4><span class=\"ez-toc-section\" id=\"Heres_an_Example_Patagonia\"><\/span>Here\u2019s an Example: Patagonia<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>Patagonia is the ruler of AI visibility with a 21.96% share of voice.<\/p>\n<figure class=\"backlinko-image__visual-chart backlinko-image\">\n<div class=\"backlinko-img-placeholder\"><\/div>\n<p><img decoding=\"async\" title=\"Top 20 Brands Fashion &amp; Apparel\" alt=\"Top 20 Brands Fashion &amp; Apparel\" data-aspect-ratio=\"0.77714285714286\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/top-20-brands-fashion-and-apparel.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>In part, this is because of their incredible dedication to sustainability. They basically own this niche category within fashion.<\/p>\n<p>Patagonia\u2019s sustainability claims are backed up by third-party certifications.<\/p>\n<p>And they\u2019re displayed proudly on each PDP.<\/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=\"Patagonia \u2013 Sustainability Certs\" alt=\"Patagonia \u2013 Sustainability Certs\" data-aspect-ratio=\"0.68\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/patagonia-sustainability-certs.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>They\u2019re also transparent about their efforts to help the environment.<\/p>\n<p>They keep pages like this updated regularly.<\/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=\"Patagonia \u2013 Progress This Season\" alt=\"Patagonia \u2013 Progress This Season\" data-aspect-ratio=\"0.90166666666667\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/patagonia-progress-this-season.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>These sustainable efforts aren\u2019t just big talk.<\/p>\n<p>Review sites and actual consumers speak positively online about these efforts.<\/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=\"Gearist \u2013 Patagonia Repair Review\" alt=\"Gearist \u2013 Patagonia Repair Review\" data-aspect-ratio=\"1.31\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/gearist-patagonia-repair-review.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>They\u2019ve made their claim as a sustainable fashion brand.<\/p>\n<p>So, Patagonia shows up first, almost always, in LLMs when talking about sustainable fashion:<\/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 recommends Patagonia\" alt=\"ChatGPT recommends Patagonia\" data-aspect-ratio=\"1.0542857142857\" src=\"https:\/\/backlinko.com\/app\/uploads\/2025\/12\/chatgpt-recommends-patagonia.png\" loading=\"lazy\" \/><\/p><\/figure>\n<p>That\u2019s the power of building a sustainable brand.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Make_AI_Work_for_Your_Fashion_Brand\"><\/span>Make AI Work for Your Fashion Brand<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>You\u2019ve seen how the top fashion brands earn AI visibility.<\/p>\n<p>The path forward is simple: Consensus + Consistency.<\/p>\n<p>Build consensus by getting people talking: Create shareable content, encourage customer posts, or work with creators and publications.<\/p>\n<p>Build consistency by keeping your product info aligned across your site and retail partners.<\/p>\n<p>To get started, download our <a title=\"Fashion Trend Content Calendar by Backlinko\" href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1yzb4--00tem7IgAiT_Ef1Gk0vDlZcAwLDIGlffKv584\/copy\" target=\"_blank\" rel=\"noopener\">Fashion Trend Content Calendar<\/a> to plan your strategy around seasonal trends.<\/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>Want to go deeper? Check out our complete guide to <a href=\"https:\/\/backlinko.com\/ai-optimization\" title=\"AI Optimization: How to Rank in AI Search (+ Checklist)\" target=\"_blank\" rel=\"noopener\">AI Optimization<\/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<p>The post <a href=\"https:\/\/backlinko.com\/fashion-ai\" target=\"_blank\" rel=\"noopener\">Fashion AI SEO: How to Improve Your Brand\u2019s LLM Visibility<\/a> appeared first on <a href=\"https:\/\/backlinko.com\/\" target=\"_blank\" rel=\"noopener\">Backlinko<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI chat is changing how people shop for fashion \u2014 fast. Before AI, buying something as simple as casual leggings meant typing keywords into Google. Then, sifting through pages of results. Comparing prices. Reading reviews. Getting overwhelmed. In fact, 74% of shoppers give up because there\u2019s too much choice, according to research by Business of Fashion and McKinsey. Now? A shopper submits a query. AI gives one clear answer \u2014 often with direct links to products, reviews, and retailers. They can even click straight to purchase. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":15011,"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-15010","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-backlinko"],"featured_image_src":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/01\/google-ai-mode-womens-leggings-OXxulg-600x400.png","featured_image_src_square":"https:\/\/craighordlow.com\/wp-content\/uploads\/2026\/01\/google-ai-mode-womens-leggings-OXxulg-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\/15010","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=15010"}],"version-history":[{"count":0,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/posts\/15010\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media\/15011"}],"wp:attachment":[{"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/media?parent=15010"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/categories?post=15010"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/craighordlow.com\/index.php\/wp-json\/wp\/v2\/tags?post=15010"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}