{"id":11144,"date":"2025-10-07T08:02:59","date_gmt":"2025-10-07T13:02:59","guid":{"rendered":"https:\/\/keyword.com\/?post_type=blog&#038;p=11144"},"modified":"2025-10-09T03:16:40","modified_gmt":"2025-10-09T08:16:40","slug":"llm-tracking-ai-search-visibility","status":"publish","type":"blog","link":"https:\/\/keyword.com\/blog\/llm-tracking-ai-search-visibility\/","title":{"rendered":"A Guide to LLM Tracking and AI Search Visibility for SEO Agencies"},"content":{"rendered":"<p data-block-id=\"b7ifm\">\u200b\u201cOur customers are finding us more on LLMs and AI search engines. How do we scale that?\u201d<\/p>\n<p data-block-id=\"2ceqv\">As an SEO agency, you\u2019ve likely heard this question from your clients lately.<\/p>\n<p data-block-id=\"fi630\">It\u2019s a fair question, and one that\u2019s hard to answer with traditional SEO playbooks. AI search is changing how people discover information. There\u2019s no fixed position to rank for, no clear attribution path, and often no link back to your site. But that doesn\u2019t mean it\u2019s a black box.<\/p>\n<p data-block-id=\"6gpir\">This guide will walk you through the key metrics that matter for AI and LLM visibility, how to track your clients\u2019 visibility in LLM results using AI brand monitoring tools like Keyword.com, and what you can actually do to boost brand discoverability in AI search engines.<\/p>\n<h2 id=\"5bi1j\" data-block-id=\"5bi1j\">What is AI Search and LLM Visibility?<\/h2>\n<p data-block-id=\"29fni\">AI search refers to using large language models (LLMs) like ChatGPT, Gemini, and Claude to deliver answers and recommendations instead of a list of blue links. These models generate responses based on a blend of web content, knowledge graphs, and proprietary training data.<\/p>\n<p data-block-id=\"avn11\">LLM visibility is your brand\u2019s ability to show up in those responses.<\/p>\n<p data-block-id=\"759gb\">Unlike traditional SEO, where you optimize for a keyword and aim for a specific SERP position, LLM visibility is about being referenced, cited, or recommended in AI-generated answers. That could mean:<\/p>\n<ul>\n<li>Getting mentioned in a ChatGPT response<\/li>\n<li>Showing up in a source list on Perplexity<\/li>\n<li>Being linked in AI overviews on Google<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"3spkg\">It\u2019s a new layer of organic discovery, one that doesn\u2019t replace traditional search, but definitely reshapes how users find and trust information.<\/p>\n<h2 id=\"a1arv\" data-block-id=\"a1arv\">What is the Difference Between SEO Performance Monitoring and LLM Tracking?<\/h2>\n<p data-block-id=\"clm18\">The difference between SEO performance monitoring and LLM tracking is what you&#8217;re measuring and where.<\/p>\n<p data-block-id=\"bbh4a\">SEO performance monitoring tracks how your website ranks in traditional search engines. It focuses on keyword positions, traffic, impressions, and clicks tied to specific pages.<\/p>\n<p data-block-id=\"836q4\">LLM tracking measures how your brand shows up in AI-generated answers, not rankings. It tells you whether tools like ChatGPT or Perplexity mention your brand, cite your content, or recommend your products when users ask questions.<\/p>\n<p data-block-id=\"bmt29\">With AI search rankings:<\/p>\n<ul>\n<li>Mentions may replace links<\/li>\n<li>Results are personalized and vary by user<\/li>\n<li>Context matters more than keyword position<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"724s2\">So, instead of tracking rankings, you&#8217;re monitoring how often your client\u2019s brand appears in AI answers, whether it\u2019s cited, and how it\u2019s framed across these new platforms.<\/p>\n<p data-block-id=\"dluf\">Here\u2019s a quick breakdown of how traditional SEO tracking compares to LLM visibility tracking:<\/p>\n<figure class=\"strchf-table\">\n<table>\n<thead>\n<tr>\n<th>Aspect<\/th>\n<th>Traditional Tracking (SEO)<\/th>\n<th>LLM Tracking (AI Tools)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Main Focus<\/td>\n<td>Ranking + Click-through rate<\/td>\n<td>Visibility + Brand mentions<\/td>\n<\/tr>\n<tr>\n<td>Goal<\/td>\n<td>Track page position in SERPs and estimate traffic<\/td>\n<td>Monitor brand presence in AI-generated answers<\/td>\n<\/tr>\n<tr>\n<td>User Action<\/td>\n<td>Clicks based on rank<\/td>\n<td>Citations without guaranteed clicks<\/td>\n<\/tr>\n<tr>\n<td>Personalization<\/td>\n<td>Mostly uniform for all users<\/td>\n<td>Highly personalized and varies per query\/user<\/td>\n<\/tr>\n<tr>\n<td>Criteria for Visibility<\/td>\n<td>Keyword match and page authority<\/td>\n<td>Semantic clarity and topic association<\/td>\n<\/tr>\n<tr>\n<td>What You Track<\/td>\n<td>SERP position, CTR, organic traffic, conversion<\/td>\n<td>Frequency of mentions, citation, accuracy, sentiment, traffic, conversion<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p data-block-id=\"51jh0\"><strong>But here\u2019s the bridge:<\/strong> LLMs still rely heavily on high-ranking, authoritative content to generate their answers. So, doing well in traditional search improves your chances of being surfaced in AI results.<\/p>\n<p data-block-id=\"bj33e\">In essence, rather than treating SEO and LLM visibility as separate goals, think of them as reinforcing each other. Strong SEO gives your content a better chance of being referenced by AI, and when it is, that mention can reinforce brand authority and drive indirect impact.<\/p>\n<h2 id=\"ein9g\" data-block-id=\"ein9g\">What are the Key Metrics for Monitoring AI Search Performance?<\/h2>\n<p data-block-id=\"3t34m\">Since AI-generated results don\u2019t rely on ranked lists or clicks in the same way as traditional search results, you\u2019ll need to monitor AI-specific performance metrics to have a true picture of your visibility in LLM results.<\/p>\n<p data-block-id=\"30ujr\">Here is a quick rundown of the metrics to track<\/p>\n<h3 id=\"2e1da\" data-block-id=\"2e1da\">1. Brand Mentions and Citations in AI Outputs<\/h3>\n<p data-block-id=\"9ahij\">One of the most important things to monitor is how often your client\u2019s brand appears in AI-generated search results.<\/p>\n<p data-block-id=\"4bj7n\">Mentions indicate that your client\u2019s brand is considered relevant to a topic, even if there\u2019s no direct link. Think of it as the LLM equivalent of impressions or <u><a href=\"https:\/\/keyword.com\/blog\/10-ways-to-increase-your-clients-seo-share-of-voice\/\" target=\"_blank\" rel=\"noopener noreferrer\">share of voice<\/a><\/u>. It tells you how visible your client\u2019s brand is in AI-powered conversations.<\/p>\n<p data-block-id=\"5fbl3\">Citations, on the other hand, are direct references or links to your website. They\u2019re the AI-era version of backlinks, signaling authority and source credibility.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/image_005bdb50773d37381f98361749b47ea2_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/image_005bdb50773d37381f98361749b47ea2_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/image_005bdb50773d37381f98361749b47ea2_800.png\" alt=\"\"><\/picture><\/figure>\n<p data-block-id=\"3p3bs\">You want to track both across different LLMs like ChatGPT, Perplexity, Google\u2019s AI Overview, and others. But here\u2019s the challenge: you can\u2019t exactly predict how users phrase their queries in these tools. That\u2019s where traditional <u><a href=\"https:\/\/keyword.com\/blog\/latest-keyword-research-trends\/\" target=\"_blank\" rel=\"noopener noreferrer\">keyword research<\/a><\/u> still plays a role. Use it to uncover relevant keywords and variations, then run those queries through the LLMs to see if your client\u2019s brand shows up.<\/p>\n<p data-block-id=\"7p34s\">From there, you can benchmark your client\u2019s brand\u2019s presence against competitors to gauge your performance in AI search.<\/p>\n<h3 id=\"e1mqb\" data-block-id=\"e1mqb\">2. Referral Traffic from AI Search and LLMs<\/h3>\n<p data-block-id=\"12rjh\">Tracking traffic from LLMs helps you understand whether citations in AI-generated answers are driving user visits.<\/p>\n<p data-block-id=\"93f4e\">While traffic from Google AI Overviews often blends into standard search traffic and is hard to isolate, you can measure traffic from LLM-powered tools like Perplexity and even ChatGPT because they often pass identifiable referrer URLs when users click through to your site.<\/p>\n<p data-block-id=\"7uknf\">Some SEOs argue that this traffic is negligible, but <u><a href=\"https:\/\/ahrefs.com\/blog\/ai-traffic-study\/\" target=\"_blank\" rel=\"nofollow noopener\">Ahrefs\u2019 experiments suggest<\/a><\/u> otherwise. Their tests revealed that many LLMs suppress referral data, meaning the real volume of AI-driven traffic might be underreported.<\/p>\n<p data-block-id=\"dbkk2\">To start tracking LLM traffic in Google Analytics 4 (GA4), Dan Taylor suggests this method in <u><a href=\"https:\/\/searchengineland.com\/segment-llm-traffic-ga4-449127\" target=\"_blank\" rel=\"nofollow noopener\">his post<\/a><\/u> for Search Engine Land:<\/p>\n<ol type=\"1\">\n<li>Open GA4 \u2192 Go to the Explore section.<\/li>\n<li>Start a new report \u2192 Choose \u201cBlank\u201d to create from scratch.<\/li>\n<li>Set Dimensions \u2192 Add Session source\/medium.<\/li>\n<li>Add Metrics \u2192 Include Views, Engaged sessions, and Key events to see user behavior.<\/li>\n<li>Create a Segment:\n<ol type=\"a\">\n<li>Add a new session segment.<\/li>\n<li>Name it something like \u201cLLM Traffic.\u201d<\/li>\n<li>Use a regex filter like this to match known LLM tools:<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p data-block-id=\"85hb7\">\u200b<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/image_011262ebf1512b5e819e7951b63b3e78_800.png 1x, https:\/\/images.storychief.com\/account_57562\/image_011262ebf1512b5e819e7951b63b3e78_1600.png 2x\" media=\"(max-width: 768px)\" \/><\/picture><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/image_011262ebf1512b5e819e7951b63b3e78_800.png 1x, https:\/\/images.storychief.com\/account_57562\/image_011262ebf1512b5e819e7951b63b3e78_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/image_011262ebf1512b5e819e7951b63b3e78_800.png\" alt=\"\"><\/picture><\/figure>\n<ol start=\"6\">\n<li>Apply the segment to your report.<\/li>\n<li>Switch to a line graph to visualize traffic trends over time (Optional).<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p data-block-id=\"2lkfd\">This gives you a baseline view of how much traffic your client\u2019s website is getting from AI tools and how those users are engaging with your content.<\/p>\n<p data-block-id=\"a2bip\">Beyond just the numbers, pay close attention to the source of this traffic. Knowing which tools drive visits the most can help you prioritize your LLM optimization efforts.<\/p>\n<h3 id=\"e560e\" data-block-id=\"e560e\">3. Conversions from LLMs<\/h3>\n<p data-block-id=\"ldl6\">You might not be getting a flood of customers from LLMs yet. But it\u2019s still worth tracking leads that come through and seeing how that number grows over time.<\/p>\n<p data-block-id=\"e90ni\">It\u2019s surprisingly easy to do. Just add \u201cAI tool (e.g., ChatGPT, Perplexity)\u201d as an option to your \u201cHow did you hear about us?\u201d form. It costs nothing and gives you a clearer picture of AI-driven conversions.<\/p>\n<p data-block-id=\"2s539\">You can also get your client\u2019s customer support team to ask new leads or customers casually. People are often excited to mention they found you through an AI, especially if they\u2019re happy with your service.<\/p>\n<h3 id=\"302l1\" data-block-id=\"302l1\">4. Consistency of Brand Mentions and Citations<\/h3>\n<p data-block-id=\"fm7ur\">Getting mentioned by LLM is great, but getting mentioned consistently is even better. LLMs like ChatGPT and Perplexity are designed to surface the most relevant, trustworthy sources. If your brand keeps showing up across different queries, it signals authority, reliability, and topical depth.<\/p>\n<p data-block-id=\"18ei5\">Consistent brand mentions mean:<\/p>\n<ul>\n<li>You\u2019re seen as a go-to source, not a one-time reference<\/li>\n<li>You\u2019re more likely to appear across multiple stages of the buyer journey (from awareness to decision-making)<\/li>\n<li>You increase your share of voice in AI search, edging out competitors<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"f02tf\">Use an <u><a href=\"https:\/\/keyword.com\/ai-search-visibility\/\" target=\"_blank\" rel=\"noopener noreferrer\">LLM citation tracker like Keyword.com<\/a><\/u> to monitor how frequently your client\u2019s brand shows up for relevant AI search queries. For example, as an SEO agency, monitor whether your brand is consistently mentioned in AI-generated answers to queries like, \u201cWhat\u2019s the best SEO agency for ecommerce?\u201d and \u201cWho are the top-rated SEO consultants for SaaS companies?\u201d<\/p>\n<p data-block-id=\"6hibq\">Also, pay attention to how frequently your client\u2019s brand is cited as a source. High-frequency mentions and citations signal strong topical relevance and authority.<\/p>\n<h3 id=\"4jbnr\" data-block-id=\"4jbnr\">5. Accuracy of AI References<\/h3>\n<p data-block-id=\"a8idb\">Accuracy comes down to these key questions:<\/p>\n<p style=\"padding-left: 40px;\" data-block-id=\"4vamn\">i. Do AI answers actually reflect what your client\u2019s brand does?<\/p>\n<p style=\"padding-left: 40px;\" data-block-id=\"586vj\">ii. Are the citations current?<\/p>\n<p style=\"padding-left: 40px;\" data-block-id=\"flkp1\">iii. Or is the model pulling outdated information?<\/p>\n<p data-block-id=\"clj7a\">LLMs often default to old data or guess when they can\u2019t find fresh, clear details. That\u2019s why <strong>it\u2019s important to double-check things like your pricing, features, location, and referenced pages.<\/strong><\/p>\n<p data-block-id=\"7goh4\">Most AI tools let you flag incorrect answers, usually with a thumbs down, and ask for feedback. Use that to report the error and supply the correct info. This feedback loop helps train the model to improve over time. Just know it may take several corrections before you see results.<\/p>\n<h3 id=\"692f\" data-block-id=\"692f\">6. Tone and Sentiment in AI Narratives<\/h3>\n<p data-block-id=\"4s4d4\">It\u2019s not enough to know your brand is mentioned in AI responses. You need to know how it\u2019s being described. A positive recommendation builds trust. A neutral or negative mention can quietly erode it. That\u2019s why sentiment tracking matters: it helps you catch misalignment between your brand\u2019s messaging and how LLMs present it.<\/p>\n<p data-block-id=\"f9pvj\">Keyword.com\u2019s AI Visibility monitoring tool includes a sentiment tracker for measuring how AI feels about your brand. That way, you can make sure it\u2019s talking about your brand in the right way.<\/p>\n<p data-block-id=\"20k9f\">To reduce the risk of misinformation or \u201challucinations,\u201d ensure you publish clear, authoritative, and up-to-date content about your product. The more reliable information LLMs can find, the more likely they are to represent your client\u2019s brand accurately.<\/p>\n<h3 id=\"5a76d\" data-block-id=\"5a76d\">7. Retrieved Pages that are Known to the LLMs<\/h3>\n<p data-block-id=\"6vndu\">Not every page on your client\u2019s site is known or \u201cseen\u201d by LLMs, just like not every <u><a href=\"https:\/\/keyword.com\/blog\/rank-indexed-pages-faster\/\" target=\"_blank\" rel=\"noopener noreferrer\">page gets indexed<\/a><\/u> by search engines. You should know which pages LLMs recognize to help you decide where to invest more time and maybe <u><a href=\"https:\/\/keyword.com\/blog\/link-building-tactics\/\" target=\"_blank\" rel=\"noopener noreferrer\">build backlinks<\/a><\/u> to get more pages noticed by AI systems.\u2019<\/p>\n<p data-block-id=\"8ldqn\">Use a tool like Keyword.com\u2019s AI Visibility Tracker to see which pages are being retrieved and cited in AI responses. This gives you a clear view of what content is discoverable by LLMs.<\/p>\n<p data-block-id=\"fihuu\">From there, you can:<\/p>\n<ul>\n<li>Identify high-priority pages that need better visibility<\/li>\n<li>Strengthen underperforming content with clearer copy or updated data<\/li>\n<li>Build backlinks to key pages to boost authority and retrieval likelihood<\/li>\n<li>Fill gaps with new content LLMs are more likely to reference<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"86dcd\">Knowing what LLMs can \u201csee\u201d helps you focus your efforts where they\u2019re most likely to pay off.<\/p>\n<h2 id=\"7s928\" data-block-id=\"7s928\">How to Track AI Search Visibility<\/h2>\n<p data-block-id=\"f49tg\">You need an LLM monitoring tool like Keyword.com to track your brand visibility in AI search. Once you set up our <u><a href=\"https:\/\/keyword.com\/ai-search-visibility\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI rank tracker<\/a><\/u>, you\u2019ll be able to monitor citations, track sentiments, see the exact URLs featured in LLM results, and get a 360-view of your brand in AI platforms like <u><a href=\"https:\/\/www.youtube.com\/watch?v=sCsuao9xlZo\" target=\"_blank\" rel=\"noopener noreferrer\">ChatGPT<\/a><\/u>, <u><a href=\"https:\/\/www.youtube.com\/watch?v=eiXJxBmTFio\" target=\"_blank\" rel=\"noopener noreferrer\">Perplexity AI<\/a><\/u>, and <u><a href=\"https:\/\/keyword.com\/blog\/how-to-track-ai-overviews\/\" target=\"_blank\" rel=\"noopener noreferrer\">Google AI Overviews<\/a><\/u>.<\/p>\n<figure class=\"video strchf-type-video regular strchf-size-regular strchf-align-center\">\n<div class=\"embed-container\">\n<div style=\"max-width: 100%; position: relative; padding-top: 56.5%;\"><iframe style=\"position: absolute; top: 0px; left: 0px; width: 100%; height: 100%; border: none;\" title=\"Is Your Brand in ChatGPT, Perplexity &amp; Google AI? THIS AI Visibility Tracker Will Show You!\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/uRIDkSTeISI?feature=oembed\" width=\"200\" height=\"113\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/div>\n<\/figure>\n<p data-block-id=\"34m8b\">Here\u2019s how to go about it:<\/p>\n<h3 id=\"c0ci9\" data-block-id=\"c0ci9\">Step 1: Add Your Website<\/h3>\n<p data-block-id=\"e116e\">Sign up for the <u><a href=\"https:\/\/keyword.com\/ai-search-visibility\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI Visibility Tracker<\/a><\/u>.<\/p>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/9a08vwaaaazjrefuawdjtxfsq4oxvwaaaabjru5erkjggg_97715731de886bc315b3af4358c57006_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/9a08vwaaaazjrefuawdjtxfsq4oxvwaaaabjru5erkjggg_97715731de886bc315b3af4358c57006_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/9a08vwaaaazjrefuawdjtxfsq4oxvwaaaabjru5erkjggg_97715731de886bc315b3af4358c57006_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h3 id=\"5muoq\" data-block-id=\"5muoq\">Step 2: Enter the Terms You Want to Track<\/h3>\n<p data-block-id=\"ehh0g\">Inside Keyword.com, go to the \u201cSearch Terms\u201d tab and add the AI search queries you want to track. Then choose which AI engines you want to monitor: ChatGPT, Perplexity Sonar, Gemini, and others.<\/p>\n<p data-block-id=\"6mthf\">You can also organize these prompts under topic groups for better reporting. If you\u2019re unsure which terms to start with, there\u2019s a \u201cFind Terms\u201d feature that recommends relevant ones based on your site and goals.<\/p>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/8kkmg6aaaabkleqvqdacj79ylzopyaaaaaelftksuqmcc_749deb25c5f5930a63ebd7beda452a7c_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/8kkmg6aaaabkleqvqdacj79ylzopyaaaaaelftksuqmcc_749deb25c5f5930a63ebd7beda452a7c_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/8kkmg6aaaabkleqvqdacj79ylzopyaaaaaelftksuqmcc_749deb25c5f5930a63ebd7beda452a7c_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h3 id=\"5kdu9\" data-block-id=\"5kdu9\">Step 3: Understand What the Metrics Mean<\/h3>\n<p data-block-id=\"fqh8i\">Once your prompts are added, Keyword.com will show high-level metrics such as:<\/p>\n<ul>\n<li><strong>Visibility Score<\/strong>: How visible your site is in AI responses overall<\/li>\n<li><strong>Last Position Observed<\/strong>: Your most recent ranking<\/li>\n<li><strong>Sentiment Score<\/strong>: How positively your client\u2019s brand is portrayed<\/li>\n<li><strong>Average Position Over Time<\/strong>: Historical ranking trends<\/li>\n<li><strong>Brand Mentions<\/strong>: How often your client\u2019s brand name appears<\/li>\n<li><strong>Detection Rate<\/strong>: How frequently AI systems select your content<\/li>\n<li><strong>Citations<\/strong>: Actual references to your content<\/li>\n<li><strong>Top 3 Visibility percentage<\/strong>: How often you show up in the top 3 AI answer spots<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/gaovygaaaazjrefuawbxqqmumhmndaaaaabjru5erkjggg_850332e114a22667163704cc4b7c824d_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/gaovygaaaazjrefuawbxqqmumhmndaaaaabjru5erkjggg_850332e114a22667163704cc4b7c824d_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/gaovygaaaazjrefuawbxqqmumhmndaaaaabjru5erkjggg_850332e114a22667163704cc4b7c824d_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h3 id=\"3vv0h\" data-block-id=\"3vv0h\">Step 4: Dig Into the Results<\/h3>\n<p data-block-id=\"8pq0q\"><u><a href=\"http:\/\/keyword.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Keyword.com<\/a><\/u> provides additional metrics to help you better understand your tracked website\u2019s performance for the search terms. Click \u201cView result\u201d and you\u2019ll see:<\/p>\n<ul>\n<li><strong>Ranking history<\/strong> over time<\/li>\n<li><strong>Citation analysis<\/strong> (who\u2019s getting cited and where)<\/li>\n<li><strong>Reference analysis<\/strong> to understand the content types AI pulls from<\/li>\n<li><strong>Mention and brand comparison<\/strong> across competitors<\/li>\n<li><strong>Spyglass view<\/strong> to see exactly how AI engines like Perplexity present results for your chosen term<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/nilf2y6qaaaabjru5erkjggg_654131f74d13cae14d2c2d7616ff2f46_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/nilf2y6qaaaabjru5erkjggg_654131f74d13cae14d2c2d7616ff2f46_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/nilf2y6qaaaabjru5erkjggg_654131f74d13cae14d2c2d7616ff2f46_800.jpg\" alt=\"\"><\/picture><\/figure>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/ninhbaaaabkleqvqdaapj0bsukbsbaaaaaelftksuqmcc_0ca079d3f5f91a1fa3c5af09bb34a8f4_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/ninhbaaaabkleqvqdaapj0bsukbsbaaaaaelftksuqmcc_0ca079d3f5f91a1fa3c5af09bb34a8f4_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/ninhbaaaabkleqvqdaapj0bsukbsbaaaaaelftksuqmcc_0ca079d3f5f91a1fa3c5af09bb34a8f4_800.jpg\" alt=\"\"><\/picture><\/figure>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/md9gaaaazjrefuawbefco2a0x6yaaaaabjru5erkjggg_18ddf8b45855209dbf6844dd634e8597_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/md9gaaaazjrefuawbefco2a0x6yaaaaabjru5erkjggg_18ddf8b45855209dbf6844dd634e8597_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/md9gaaaazjrefuawbefco2a0x6yaaaaabjru5erkjggg_18ddf8b45855209dbf6844dd634e8597_800.jpg\" alt=\"\"><\/picture><\/figure>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/guybmawaaaaasuvork5cyii_b27f885f334395abbdc36ced82db601b_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/guybmawaaaaasuvork5cyii_b27f885f334395abbdc36ced82db601b_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/guybmawaaaaasuvork5cyii_b27f885f334395abbdc36ced82db601b_800.jpg\" alt=\"\"><\/picture><\/figure>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/2hbc4aaaagsurbvamacbyg84emdy0aaaaasuvork5cyii_465bfe8c4937fc6f40ae6e18fac9e469_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/2hbc4aaaagsurbvamacbyg84emdy0aaaaasuvork5cyii_465bfe8c4937fc6f40ae6e18fac9e469_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/2hbc4aaaagsurbvamacbyg84emdy0aaaaasuvork5cyii_465bfe8c4937fc6f40ae6e18fac9e469_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h3 id=\"2dpea\" data-block-id=\"2dpea\">Step 5: Use the AI Visibility Overview Tab for High-Level Insights<\/h3>\n<p data-block-id=\"34a0v\">Click the \u201cOverview\u201d tab in the left menu. You\u2019ll see graphs showing:<\/p>\n<ul>\n<li><strong>Brand performance over time <\/strong>to get a full view of how your client\u2019s brand is performing compared to competitors<\/li>\n<li><strong>Topic performance<\/strong> to see which topics (if grouped) are doing best<\/li>\n<li><strong>AI engine-specific metrics<\/strong> to see which platforms you\u2019re doing well on<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"4uqrd\">At the top, you can filter the graphs by AI engine, aggregation, time range, or topic.<\/p>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/xnzkywaaaazjrefuawagrr0aln1kzwaaaabjru5erkjggg_8d029429721932b52a267d30bfa0784b_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/xnzkywaaaazjrefuawagrr0aln1kzwaaaabjru5erkjggg_8d029429721932b52a267d30bfa0784b_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/xnzkywaaaazjrefuawagrr0aln1kzwaaaabjru5erkjggg_8d029429721932b52a267d30bfa0784b_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h3 id=\"62ef4\" data-block-id=\"62ef4\">Step 6: Analyze Competitors<\/h3>\n<p data-block-id=\"cc8ov\">Go to the \u201cCompetitors\u201d tab to find a competitor analysis table showing:<\/p>\n<ul>\n<li>Who else gets cited for your tracked terms<\/li>\n<li>Their visibility scores, sentiment ratings, and citation counts<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"49or8\">This helps you understand what your competitors are doing right and where you can beat them.<\/p>\n<figure class=\"image strchf-type-image undefined strchf-size-undefined strchf-align-center\"><picture><source srcset=\"https:\/\/images.storychief.com\/account_57562\/dqaiqaaaazjrefuawcdstmrlmx8xwaaaabjru5erkjggg_0e596d55e7d87b394d24b80de70c3ae2_800.jpg 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/images.storychief.com\/account_57562\/dqaiqaaaazjrefuawcdstmrlmx8xwaaaabjru5erkjggg_0e596d55e7d87b394d24b80de70c3ae2_800.jpg 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/images.storychief.com\/account_57562\/dqaiqaaaazjrefuawcdstmrlmx8xwaaaabjru5erkjggg_0e596d55e7d87b394d24b80de70c3ae2_800.jpg\" alt=\"\"><\/picture><\/figure>\n<h2 id=\"8q6jd\" data-block-id=\"8q6jd\">How to Increase Your Brand Visibility on LLM Platforms<\/h2>\n<p data-block-id=\"795av\">Now that you\u2019ve seen how your client\u2019s brand performs across LLM platforms, the question is: what can you do to improve it? Here are some ideas you can start implementing:<\/p>\n<h3 id=\"aiqio\" data-block-id=\"aiqio\">1. Optimize for Brand Signals (External PRs, Domain Reputations)<\/h3>\n<p data-block-id=\"2n7u1\">LLMs rely heavily on trusted sources when generating answers. Strengthening your brand\u2019s authority across the web increases the chances of being referenced.<\/p>\n<ul>\n<li>Secure mentions in reputable publications and third-party sites<\/li>\n<li>Contribute expert commentary or guest posts in your niche<\/li>\n<li>Maintain a consistent brand presence across high-authority domains (news sites, industry blogs, directories)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"a78ra\">These signals help LLMs associate your brand with credibility, making it more likely to appear in relevant AI responses.<\/p>\n<h3 id=\"4nl8o\" data-block-id=\"4nl8o\">2. Prioritize Rankings in Traditional Search Engines<\/h3>\n<p data-block-id=\"1nn5d\">A <u><a href=\"https:\/\/www.growandconvert.com\/ai\/google-seo-and-llmo\/\" target=\"_blank\" rel=\"nofollow noopener\">Grow&amp;Convert study<\/a><\/u> found a 77 percent correlation between pages showing up in ChatGPT and Perplexity responses and those ranking highly on Google. <u><a href=\"https:\/\/lp.botify.com\/q4.2024-aio-report\" target=\"_blank\" rel=\"nofollow noopener\">DemandSphere<\/a><\/u>, an analytics platform, also found that 75 percent of links in Google\u2019s AI Overviews come from the top 12 organic results. These show that the higher you rank in traditional search results, the more likely your website or content gets cited in LLM responses.<\/p>\n<p data-block-id=\"1rqb6\">Traditional SEO is still your foundation for AI visibility. Focus on:<\/p>\n<ul>\n<li>Ranking for high-intent, informational keywords relevant to your niche<\/li>\n<li>Keeping top-performing pages updated and well-structured<\/li>\n<li>Using schema markup to help search engines (and LLMs) understand your content<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3 id=\"8cbom\" data-block-id=\"8cbom\">3. Embed Schema Markups in Your Content<\/h3>\n<p data-block-id=\"3q6sk\">Pages with <u><a href=\"https:\/\/keyword.com\/blog\/structured-data-seo-a-beginners-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">structured data<\/a><\/u> tend to be better indexed, making them more likely to be included in LLM training data or referenced during retrieval. By embedding schema markup, you give AI systems clearer signals about what your page is about, who authored it, and how trustworthy it is.<\/p>\n<p data-block-id=\"fq5m8\">Focus on adding:<\/p>\n<ul>\n<li><strong>Organization<\/strong> and <strong>Person<\/strong> schema for brand and author credibility<\/li>\n<li><strong>Product<\/strong>, <strong>FAQ<\/strong>, and <strong>How-To<\/strong> schema for content that answers common user queries<\/li>\n<li><strong>Review<\/strong> schema to highlight social proof<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"75nb2\">The more context you provide through structured data, the easier it is for LLMs to interpret and reference your content accurately in responses.<\/p>\n<p data-block-id=\"23se7\"><u><a href=\"https:\/\/www.linkedin.com\/in\/teribarrows\/\" target=\"_blank\" rel=\"nofollow noopener\">Teri Sun<\/a><\/u>, Chief Strategy Officer at White Rhino, sums it up well:<\/p>\n<blockquote data-block-id=\"2ahb0\"><p><em> \u201cIt&#8217;s not a question of if AI search will be based on Schema data, but rather, will Schema data impact how you show up in AI search? For me, the answer is a resounding yes. Because, even if the AI models don&#8217;t look at the Schema data directly, you\u2019ve still done the work to understand your own content\u2019s underlying structure. The data relationships that Schema forces us to think about empower us to make websites more meaningful to users &#8211; and that\u2019s exactly what search algorithms want, too.\u201d<\/em><\/p><\/blockquote>\n<h3 id=\"4jo18\" data-block-id=\"4jo18\">4. Prioritize Semantic Clarity<\/h3>\n<p data-block-id=\"d04un\">To improve how LLMs interpret and retrieve your content, semantic clarity should be a priority. This means writing in a way that\u2019s clear, direct, and unambiguous, so both machines and people understand it easily.<\/p>\n<p data-block-id=\"djod6\">For example, the sentence \u201cOur platform makes business easier\u201d is vague. Easier how? For whom? What kind of business?<\/p>\n<p data-block-id=\"4msjg\">A clearer, more precise version would be: \u201cOur platform automates invoice processing for small retail businesses.\u201d<\/p>\n<p data-block-id=\"fr88m\">This subject-verb-object structure makes your content more machine-readable and easier to surface in LLM responses or AI search results.<\/p>\n<h3 id=\"fcaog\" data-block-id=\"fcaog\">5. Create Compact Topically Focused Content Units<\/h3>\n<p data-block-id=\"3bi9c\">Today, it\u2019s better to think of content as prompts rather than just keywords. The goal is to answer real questions clearly to increase your client\u2019s chances of showing up in LLMs.<\/p>\n<p data-block-id=\"8k6rq\">Here\u2019s why: when someone clicks a source in <u><a href=\"https:\/\/keyword.com\/blog\/google-ai-overviews-blog-traffic-impact\/\" target=\"_blank\" rel=\"noopener noreferrer\">Google AIO<\/a><\/u>, they\u2019re often taken directly to the exact part of your client\u2019s page with the answer, which is then highlighted. These small, useful pieces of content are called \u201cfraggles.\u201d Also, LLMs such as Perplexity use vector-based retrieval, focusing on semantic meaning rather than just keyword matching.<\/p>\n<p data-block-id=\"3tvf7\">When you break your client\u2019s content into tight, focused chunks, it becomes easier for these models to:<\/p>\n<ul>\n<li>Understand the topic of each piece<\/li>\n<li>Find the exact chunk that answers a specific query<\/li>\n<li>Display that chunk clearly in their responses (like in AI Overviews)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p data-block-id=\"6stvo\">This shift matters for your content strategy. Instead of building broad <u><a href=\"https:\/\/keyword.com\/blog\/keyword-clustering\/\" target=\"_blank\" rel=\"noopener noreferrer\">keyword clusters<\/a><\/u>, create targeted content for closely related questions that naturally arise around your client\u2019s main topic. And write in a conversational tone that matches how people actually ask questions in LLMs.<\/p>\n<h2 id=\"d4fbs\" data-block-id=\"d4fbs\">Stay Visible in AI-Search Results With Keyword.com<\/h2>\n<p data-block-id=\"dvkau\">The rise of AI-powered search means your traditional SEO playbook needs an upgrade. It\u2019s no longer enough to focus solely on rankings and keywords.<\/p>\n<p data-block-id=\"8lmm1\">You have to think about how AI models perceive your client\u2019s brand in terms of mentions, citations, accuracy, and pages retrieved. Precision in your messaging, strong brand signals across trusted sources, and breaking down content into clear, focused pieces will help your client\u2019s brand stand out in AI search results.<\/p>\n<p data-block-id=\"9r7mn\">Most importantly, you need reliable data to guide these efforts. With Keyword.com\u2019s AI monitoring tool, you can see how your client\u2019s content and brand perform in ChatGPT, Perplexity, Google\u2019s AI Overview, and beyond. That insight lets you make smarter decisions, optimize faster, and future-proof your SEO strategy as AI search evolves.<\/p>\n<p data-block-id=\"6gfu6\">Learn more about our <u><a href=\"https:\/\/keyword.com\/ai-search-visibility\/\">AI Visibility Checker<\/a><\/u> and how it can future-proof your online presence.<\/p>\n<p><!-- strchf script --><script>if(window.strchfSettings === undefined) window.strchfSettings = {};window.strchfSettings.stats = {url: \"https:\/\/keywordcom.storychief.io\/en\/llm-tracking-ai-search-visibility?id=1326467700&type=2\",title: \"A Guide to LLM Tracking and AI Search Visibility for SEO Agencies\",siteId: \"20561\",id: \"\"};(function(d, s, id) {var js, sjs = d.getElementsByTagName(s)[0];if (d.getElementById(id)) {window.strchf.update(); return;}js = d.createElement(s); js.id = id;js.src = \"https:\/\/d37oebn0w9ir6a.cloudfront.net\/scripts\/v0\/strchf.js\";js.async = true;sjs.parentNode.insertBefore(js, sjs);}(document, 'script', 'storychief-jssdk'))<\/script><!-- End strchf script --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As AI search engines and large language models reshape information discovery, adapting your SEO strategy is essential. Enhance brand visibility in AI search by using tools like Keyword.com to monitor performance. Leverage brand signals and semantic clarity to optimize content. Stay ahead by integrating traditional SEO with AI-focused tactics to boost your client&#8217;s presence in AI-generated results.<\/p>\n","protected":false},"author":1,"featured_media":11218,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":[],"categories":[177,58],"tags":[],"class_list":["post-11144","blog","type-blog","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-search","category-search-visibility"],"_links":{"self":[{"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/blog\/11144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/comments?post=11144"}],"version-history":[{"count":0,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/blog\/11144\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/media\/11218"}],"wp:attachment":[{"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/media?parent=11144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/categories?post=11144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/keyword.com\/wp-json\/wp\/v2\/tags?post=11144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}