{"id":671,"date":"2026-04-09T14:03:46","date_gmt":"2026-04-09T08:33:46","guid":{"rendered":"https:\/\/www.llmaudit.ai\/blog\/?p=671"},"modified":"2026-04-20T11:42:44","modified_gmt":"2026-04-20T06:12:44","slug":"how-to-track-and-measure-ai-visibility","status":"publish","type":"post","link":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/","title":{"rendered":"How to Track and Measure AI Visibility for Your Brand"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">You have invested time building content, earning backlinks, and strengthening your brand online. But here is a question most marketers cannot yet answer confidently: <em>Is your brand showing up when someone asks an AI?<\/em> As AI-powered tools become a primary discovery channel, knowing how to track and measure AI visibility is no longer a nice-to-have \u2014 it is a core marketing competency.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional SEO dashboards were not built for this. Google Analytics cannot tell you what ChatGPT said about your brand. Rank trackers have no visibility into Perplexity&#8217;s responses. This guide walks you through the metrics that matter, the tools that measure them, and the reporting framework that turns AI visibility data into actionable strategy.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 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:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#Why_Traditional_Metrics_Are_No_Longer_Enough\" >Why Traditional Metrics Are No Longer Enough<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#The_Key_Metrics_to_Track_AI_Visibility\" >The Key Metrics to Track AI Visibility<\/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:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#1_Brand_Mention_Rate\" >1. Brand Mention Rate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#2_Citation_Rate\" >2. Citation Rate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#3_AI_Share_of_Voice_AI_SOV\" >3. AI Share of Voice (AI SOV)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#4_Sentiment_Score\" >4. Sentiment Score<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#5_Brand_Inclusion_Rate\" >5. Brand Inclusion Rate<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#6_AI_Referral_Traffic_and_Branded_Search_Growth\" >6. AI Referral Traffic and Branded Search Growth<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#Tools_to_Track_and_Measure_AI_Visibility\" >Tools to Track and Measure AI Visibility<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#Semrush_AI_Visibility_Toolkit\" >Semrush AI Visibility Toolkit:&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#LLMAudit\" >LLMAudit:&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#Otterly_AI\" >Otterly AI:&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#Peec_AI\" >Peec AI:&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#HubSpot_AEO_Grader_Share_of_Voice_Tool\" >HubSpot AEO Grader + Share of Voice Tool:&nbsp;<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#How_to_Set_Up_Your_AI_Visibility_Reporting_Framework\" >How to Set Up Your AI Visibility Reporting Framework<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_Traditional_Metrics_Are_No_Longer_Enough\"><\/span><strong>Why Traditional Metrics Are No Longer Enough<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">For two decades, marketers measured success through rankings, organic traffic, and click-through rates. These metrics still matter \u2014 but they now tell only part of the story. AI Overviews now appear in approximately 48% of all Google searches, and an estimated 93% of Google AI Mode sessions end without a single click to any website. If your brand is not mentioned inside the AI response itself, you may not exist for that user at all.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the core problem with relying solely on legacy metrics. A brand can hold stable rankings and healthy traffic while losing ground rapidly in AI-generated answers \u2014 the very place where buying decisions are increasingly being shaped. To track and measure AI visibility properly, you need a separate and parallel measurement framework built specifically for how AI search works.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Key_Metrics_to_Track_AI_Visibility\"><\/span><strong>The Key Metrics to Track AI Visibility<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Before choosing tools, you need to know what to measure. AI visibility measurement has matured significantly in 2025 and 2026, and a clear set of KPIs has emerged as the standard framework for marketers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Brand_Mention_Rate\"><\/span><strong>1. Brand Mention Rate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This is the most fundamental metric: how often does your brand name appear in AI-generated responses when users ask questions relevant to your industry? Mention rate establishes your baseline and tracks whether your overall presence in AI answers is growing, flat, or declining. It is the starting point for every AI visibility reporting framework.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Citation_Rate\"><\/span><strong>2. Citation Rate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A citation is a step beyond a mention \u2014 it is when the AI explicitly links to or credits your website as a source. Citations are the new backlinks. Even when they do not drive a direct click, being cited by AI platforms establishes authority and influences how those models perceive your brand&#8217;s expertise over time. Tracking citation rate tells you how often AI systems trust your content enough to reference it directly.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_AI_Share_of_Voice_AI_SOV\"><\/span><strong>3. AI Share of Voice (AI SOV)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Share of voice is the executive-level KPI that ties everything together. It measures what percentage of all brand mentions and citations in your category belong to you, compared to competitors. A brand might have a healthy mention rate in isolation, but if competitors are capturing 60% of the conversation and you are capturing 10%, the strategic picture looks very different. AI SOV is the scoreboard that shows whether you are winning or losing visibility in your market.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Sentiment_Score\"><\/span><strong>4. Sentiment Score<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI tools do not just mention brands \u2014 they frame them. Sentiment analysis reveals whether those mentions are positive, neutral, or negative. A brand that is frequently mentioned but consistently described with caveats or limitations has a very different AI visibility problem than one that is simply not mentioned at all. Monitoring sentiment helps you catch and correct misleading or outdated AI narratives about your brand before they compound.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Brand_Inclusion_Rate\"><\/span><strong>5. Brand Inclusion Rate<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">This metric measures the percentage of AI-generated answers for your target query set that include your brand. According to recent benchmarks, a rate of 0\u20135% is common for brands that have not optimised for AI visibility, while 25\u201335% for high-priority query clusters is considered strong performance. Low inclusion rates typically point to content gaps, weak entity signals, or authority shortfalls relative to cited competitors.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"6_AI_Referral_Traffic_and_Branded_Search_Growth\"><\/span><strong>6. AI Referral Traffic and Branded Search Growth<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">These are the downstream business metrics. When an AI tool mentions your brand in response to a non-branded query, a meaningful percentage of users will subsequently search for your brand by name or visit your website directly. Tracking branded search growth alongside AI referral traffic in GA4 helps you connect AI visibility to real commercial outcomes \u2014 the number that justifies the investment to leadership.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tools_to_Track_and_Measure_AI_Visibility\"><\/span><strong>Tools to Track and Measure AI Visibility<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Semrush_AI_Visibility_Toolkit\"><\/span><strong>Semrush AI Visibility Toolkit:&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Ideal for teams already using Semrush for SEO. It adds AI mention tracking and competitive benchmarking across ChatGPT, Perplexity, and Gemini within a familiar dashboard. Good for connecting AI visibility data to existing SEO workflows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMAudit\"><\/span><strong>LLMAudit:&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">A tool which runs an AI Visibility audit for your website. Provide actual workable recommendations to improve your content.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Otterly_AI\"><\/span><strong>Otterly AI:&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Specialises in share of voice measurement across AI platforms. It shows how often your brand appears compared to competitors and surfaces visibility trends over time\u2014with a straightforward interface suited to mid-market marketing teams.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Peec_AI\"><\/span><strong>Peec AI:&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Tracks both &#8220;used&#8221; (your content informed the AI&#8217;s answer) and &#8220;cited&#8221; (your URL is explicitly mentioned) \u2014 a valuable distinction that most tools miss. Offers a Google Looker Studio connector for custom reporting dashboards.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"HubSpot_AEO_Grader_Share_of_Voice_Tool\"><\/span><strong>HubSpot AEO Grader + Share of Voice Too<\/strong>l:&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Free tools that provide a composite AI visibility score across five dimensions \u2014 brand recognition, sentiment, presence quality, market position, and share of voice. A good starting point for brands new to AI visibility measurement.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_to_Set_Up_Your_AI_Visibility_Reporting_Framework\"><\/span><strong>How to Set Up Your AI Visibility Reporting Framework<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tools only deliver value when they are organised into a repeatable reporting process. Here is a practical framework to get started:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Build your prompt set. Identify 25\u201350 high-intent queries that your target audience is likely to ask AI tools \u2014 covering awareness, comparison, and purchase-decision stages. These become your consistent testing universe.<\/li>\n\n\n\n<li>Run a baseline audit. Before tracking progress, establish where you stand today. Run your prompt set through ChatGPT, Perplexity, Gemini, and Copilot. Record mention rate, citation rate, and sentiment for each. This is your starting benchmark.<\/li>\n\n\n\n<li>Set up automated monitoring. Use a dedicated tool to run your prompt set on a daily or weekly cadence. Manual testing alone does not scale and misses the pattern data that reveals trends over time.<\/li>\n\n\n\n<li>Track competitor share of voice. Run the same prompt set for your top three to five competitors. Understanding their AI SOV alongside yours gives the competitive context that makes the data meaningful.<\/li>\n\n\n\n<li>Connect to downstream metrics. In GA4, set up segments to monitor AI referral traffic. In Google Search Console, watch branded search trends. Correlating these with changes in your AI visibility data is how you prove business impact.<\/li>\n\n\n\n<li>Report monthly, act weekly. AI visibility shifts more slowly than paid media but faster than traditional SEO authority building. A monthly dashboard for leadership and weekly content audits to close citation gaps is an effective operating rhythm.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>FAQs<\/strong><\/p>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1775723198979\"><strong class=\"schema-faq-question\">Can I track AI visibility for free?<\/strong> <p class=\"schema-faq-answer\">Yes, to an extent. Manual testing across ChatGPT, Perplexity, Gemini, and Copilot using a defined prompt set costs nothing and gives you a solid baseline. <a href=\"http:\/\/llmaudit.ai\">LLMaudit.ai<\/a> also provide a good starting snapshot. For consistent trend data and competitive benchmarking, a paid tool is worth the investment as your strategy matures.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775723214567\"><strong class=\"schema-faq-question\">What is the most important AI visibility metric?<\/strong> <p class=\"schema-faq-answer\">For optimisation, citation rate and brand inclusion rate are the most actionable, and for leadership reporting, AI Share of Voice (AI SOV) is the clearest signal \u2014 it shows not just how often you appear, but how that compares to competitors in your category. Ultimately, the most important metric is the one you can connect to a business outcome, such as branded search growth or AI referral conversions.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775723238049\"><strong class=\"schema-faq-question\">How often should I audit my AI visibility?<\/strong> <p class=\"schema-faq-answer\">A monthly dashboard review for strategy and leadership, combined with weekly prompt testing to catch content gaps and sentiment shifts, is a practical operating rhythm for most marketing teams. If you are in a highly competitive category or have recently published significant new content, more frequent checks are worthwhile.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775723257998\"><strong class=\"schema-faq-question\">Which AI platforms should I prioritise for tracking?<\/strong> <p class=\"schema-faq-answer\">Start with ChatGPT, Google AI Overviews, Perplexity, and Gemini \u2014 these four currently account for the vast majority of AI-driven discovery. Microsoft Copilot is also worth including for B2B brands.\u00a0<\/p> <\/div> <\/div>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>You have invested time building content, earning backlinks, and strengthening your brand online. But here is a question most marketers cannot yet answer confidently: Is your brand showing up when someone asks an AI? As AI-powered tools become a primary discovery channel, knowing how to track and measure AI visibility is no longer a nice-to-have [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":746,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12,8,13],"class_list":["post-671","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-llm-audit","tag-ai-seo-optimization","tag-ai-visibility","tag-geo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog<\/title>\n<meta name=\"description\" content=\"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog\" \/>\n<meta property=\"og:description\" content=\"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/\" \/>\n<meta property=\"og:site_name\" content=\"LLM Audit Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-09T08:33:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-20T06:12:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Abhishek Sonawane\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Abhishek Sonawane\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/\"},\"author\":{\"name\":\"Abhishek Sonawane\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/#\\\/schema\\\/person\\\/e9b29d04536f58f001e6ed3c292b57a7\"},\"headline\":\"How to Track and Measure AI Visibility for Your Brand\",\"datePublished\":\"2026-04-09T08:33:46+00:00\",\"dateModified\":\"2026-04-20T06:12:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/\"},\"wordCount\":1370,\"image\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/20-april.png\",\"keywords\":[\"AI SEO Optimization\",\"AI Visibility\",\"GEO\"],\"articleSection\":[\"LLM Audit\"],\"inLanguage\":\"en-US\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/\",\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/\",\"name\":\"How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/20-april.png\",\"datePublished\":\"2026-04-09T08:33:46+00:00\",\"dateModified\":\"2026-04-20T06:12:44+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/#\\\/schema\\\/person\\\/e9b29d04536f58f001e6ed3c292b57a7\"},\"description\":\"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723198979\"},{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723214567\"},{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723238049\"},{\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723257998\"}],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/20-april.png\",\"contentUrl\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/20-april.png\",\"width\":1536,\"height\":1024,\"caption\":\"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to Track and Measure AI Visibility for Your Brand\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/\",\"name\":\"LLM Audit Blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/#\\\/schema\\\/person\\\/e9b29d04536f58f001e6ed3c292b57a7\",\"name\":\"Abhishek Sonawane\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g\",\"caption\":\"Abhishek Sonawane\"},\"description\":\"Abhishek Sonawane is Co-Founder at LLMAudit.ai and CredyFi, and Head of Growth at Soocel Digital Solutions. With an MBA from IIM Visakhapatnam and a background spanning B2B growth, influencer marketing, and real-time engagement platforms, he now focuses entirely on AI search visibility-helping brands get cited by ChatGPT, Gemini, and Perplexity for queries that drive business. He has helped Indian fintech brands outrank HDFC, ICICI, and SBI on AI answer engines. His writing covers AEO strategy, LLM crawlability, entity optimization, and the shift from Google rankings to AI citations. Based in Pune. Building in public at llmaudit.ai.\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/sonawaneabhishek\\\/\"],\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/author\\\/llmeditor\\\/\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723198979\",\"position\":1,\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723198979\",\"name\":\"Can I track AI visibility for free?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, to an extent. Manual testing across ChatGPT, Perplexity, Gemini, and Copilot using a defined prompt set costs nothing and gives you a solid baseline. <a href=\\\"http:\\\/\\\/llmaudit.ai\\\">LLMaudit.ai<\\\/a> also provide a good starting snapshot. For consistent trend data and competitive benchmarking, a paid tool is worth the investment as your strategy matures.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723214567\",\"position\":2,\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723214567\",\"name\":\"What is the most important AI visibility metric?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"For optimisation, citation rate and brand inclusion rate are the most actionable, and for leadership reporting, AI Share of Voice (AI SOV) is the clearest signal \u2014 it shows not just how often you appear, but how that compares to competitors in your category. Ultimately, the most important metric is the one you can connect to a business outcome, such as branded search growth or AI referral conversions.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723238049\",\"position\":3,\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723238049\",\"name\":\"How often should I audit my AI visibility?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"A monthly dashboard review for strategy and leadership, combined with weekly prompt testing to catch content gaps and sentiment shifts, is a practical operating rhythm for most marketing teams. If you are in a highly competitive category or have recently published significant new content, more frequent checks are worthwhile.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723257998\",\"position\":4,\"url\":\"https:\\\/\\\/www.llmaudit.ai\\\/blog\\\/how-to-track-and-measure-ai-visibility\\\/#faq-question-1775723257998\",\"name\":\"Which AI platforms should I prioritise for tracking?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Start with ChatGPT, Google AI Overviews, Perplexity, and Gemini \u2014 these four currently account for the vast majority of AI-driven discovery. Microsoft Copilot is also worth including for B2B brands.\u00a0\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog","description":"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/","og_locale":"en_US","og_type":"article","og_title":"How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog","og_description":"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.","og_url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/","og_site_name":"LLM Audit Blog","article_published_time":"2026-04-09T08:33:46+00:00","article_modified_time":"2026-04-20T06:12:44+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png","type":"image\/png"}],"author":"Abhishek Sonawane","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Abhishek Sonawane","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#article","isPartOf":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/"},"author":{"name":"Abhishek Sonawane","@id":"https:\/\/www.llmaudit.ai\/blog\/#\/schema\/person\/e9b29d04536f58f001e6ed3c292b57a7"},"headline":"How to Track and Measure AI Visibility for Your Brand","datePublished":"2026-04-09T08:33:46+00:00","dateModified":"2026-04-20T06:12:44+00:00","mainEntityOfPage":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/"},"wordCount":1370,"image":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#primaryimage"},"thumbnailUrl":"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png","keywords":["AI SEO Optimization","AI Visibility","GEO"],"articleSection":["LLM Audit"],"inLanguage":"en-US"},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/","url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/","name":"How to Track and Measure AI Visibility for Your Brand - LLM Audit Blog","isPartOf":{"@id":"https:\/\/www.llmaudit.ai\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#primaryimage"},"image":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#primaryimage"},"thumbnailUrl":"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png","datePublished":"2026-04-09T08:33:46+00:00","dateModified":"2026-04-20T06:12:44+00:00","author":{"@id":"https:\/\/www.llmaudit.ai\/blog\/#\/schema\/person\/e9b29d04536f58f001e6ed3c292b57a7"},"description":"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing.","breadcrumb":{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723198979"},{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723214567"},{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723238049"},{"@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723257998"}],"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#primaryimage","url":"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png","contentUrl":"https:\/\/www.llmaudit.ai\/blog\/wp-content\/uploads\/2026\/04\/20-april.png","width":1536,"height":1024,"caption":"Your brand may not exist in AI search results. Learn how to track AI visibility, measure performance, and fix what\u2019s missing."},{"@type":"BreadcrumbList","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.llmaudit.ai\/blog\/"},{"@type":"ListItem","position":2,"name":"How to Track and Measure AI Visibility for Your Brand"}]},{"@type":"WebSite","@id":"https:\/\/www.llmaudit.ai\/blog\/#website","url":"https:\/\/www.llmaudit.ai\/blog\/","name":"LLM Audit Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.llmaudit.ai\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.llmaudit.ai\/blog\/#\/schema\/person\/e9b29d04536f58f001e6ed3c292b57a7","name":"Abhishek Sonawane","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1400dda84ff99f36960b9ab9b7d1a38fc00911f47d3e09e2a21b92c246bad513?s=96&d=mm&r=g","caption":"Abhishek Sonawane"},"description":"Abhishek Sonawane is Co-Founder at LLMAudit.ai and CredyFi, and Head of Growth at Soocel Digital Solutions. With an MBA from IIM Visakhapatnam and a background spanning B2B growth, influencer marketing, and real-time engagement platforms, he now focuses entirely on AI search visibility-helping brands get cited by ChatGPT, Gemini, and Perplexity for queries that drive business. He has helped Indian fintech brands outrank HDFC, ICICI, and SBI on AI answer engines. His writing covers AEO strategy, LLM crawlability, entity optimization, and the shift from Google rankings to AI citations. Based in Pune. Building in public at llmaudit.ai.","sameAs":["https:\/\/www.linkedin.com\/in\/sonawaneabhishek\/"],"url":"https:\/\/www.llmaudit.ai\/blog\/author\/llmeditor\/"},{"@type":"Question","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723198979","position":1,"url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723198979","name":"Can I track AI visibility for free?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, to an extent. Manual testing across ChatGPT, Perplexity, Gemini, and Copilot using a defined prompt set costs nothing and gives you a solid baseline. <a href=\"http:\/\/llmaudit.ai\">LLMaudit.ai<\/a> also provide a good starting snapshot. For consistent trend data and competitive benchmarking, a paid tool is worth the investment as your strategy matures.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723214567","position":2,"url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723214567","name":"What is the most important AI visibility metric?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"For optimisation, citation rate and brand inclusion rate are the most actionable, and for leadership reporting, AI Share of Voice (AI SOV) is the clearest signal \u2014 it shows not just how often you appear, but how that compares to competitors in your category. Ultimately, the most important metric is the one you can connect to a business outcome, such as branded search growth or AI referral conversions.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723238049","position":3,"url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723238049","name":"How often should I audit my AI visibility?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"A monthly dashboard review for strategy and leadership, combined with weekly prompt testing to catch content gaps and sentiment shifts, is a practical operating rhythm for most marketing teams. If you are in a highly competitive category or have recently published significant new content, more frequent checks are worthwhile.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723257998","position":4,"url":"https:\/\/www.llmaudit.ai\/blog\/how-to-track-and-measure-ai-visibility\/#faq-question-1775723257998","name":"Which AI platforms should I prioritise for tracking?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Start with ChatGPT, Google AI Overviews, Perplexity, and Gemini \u2014 these four currently account for the vast majority of AI-driven discovery. Microsoft Copilot is also worth including for B2B brands.\u00a0","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/posts\/671","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/comments?post=671"}],"version-history":[{"count":2,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/posts\/671\/revisions"}],"predecessor-version":[{"id":745,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/posts\/671\/revisions\/745"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/media\/746"}],"wp:attachment":[{"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/media?parent=671"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/categories?post=671"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.llmaudit.ai\/blog\/wp-json\/wp\/v2\/tags?post=671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}