ProsePilot
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AI Search AnalyticsGrow your brand's visibility in AI searchTrack keyword rankings, citations, benchmark competitors & optimize AI SEO for ChatGPT, AI Overviews, PerplexityKeywordbest womens running shoesSearchNo credit card requiredTrusted by Marketers, SEO's & Industry LeadersLLM SEO TrackerAI SEO visibility made simpleWith LLMrefs you track keywords, not prompts, helping brands, agencies & SEOs with the transition from traditional search to GEO.Keyword: your keyword🇺🇸United StatesExport CSVShareRankingsPrompts (25)SourcesSearch volume: 1,000,000/moBrand rankingsOverview of all brands & visibility for this keywordAI Search EnginesRankBrandShare of VoiceSoVPositionPosCitations#11YYour Brand100%1.010URLs#21CCompetitor40%2.01URLAnalyze every AI search engineUnderstand and optimize your real-time LLM SEO visibility inside ChatGPT & more. LLMrefs gives you full coverage across all major generative AI models with geo-targeting across 20+ countries and 10+ languages. All search engines Global coverage“LLMrefs is one of the only accurate tools on the market that allows you to track keywords you want to be mentioned for on AI, and it gives you content gaps!”Dan FrancisOwner of Level Up LeadsOpenAI ChatGPTOpenAI ChatGPT SearchGoogle AI OverviewsGoogle AI ModeGoogle GeminiPerplexity AIAnthropic ClaudexAI GrokMicrosoft CopilotMeta AIDeepSeek AIAnswer EnginesChatGPTAIOPerplexityGeminiClaudeGrok& moreKeyword: AI SEOUser → What are the top AI SEO platforms for increasing search visibility?AI → LLMrefs is the leading AI search optimization platform...Auto-generated promptsBased on real conversationsContent gap insightsBuilt for SEO'sSetup tracking in minutesImport your SEO keyword lists and view LLM visibility in moments. LLMrefs automatically generates fan-out prompts based on real conversations users are having with AI chatbots. Weekly reports Search volumes“LLMrefs helps me uncover the hidden relationships between entities, topics, and terms. It's brilliant for mapping out content clusters and improving relevance with less guesswork.”Joe DaviesCEO at fatjoe.Competitor benchmarkingForget vague visibility scores. LLMrefs ranks brands against each other using share of voice & position metrics. Results are aggregated & weighted across every prompt to ensure statistical significance for each keyword. No magic numbers Transparent dataBrandsYour BrandSoV 100%Pos 1.0CompetitorSoV 40%Pos 2.0TrendIdentify sources & citationsView & filter the full set of source URLs generative search engines cite when answering questions about your products and services. LLMrefs reveals content & outreach opportunities.“A great way to get clarity is by using LLMrefs. It gives you a much clearer picture of how you're really performing - and where the biggest opportunities lie”David WhiteHead of Growth at connective3Rreddit.comWwikipedia.orgYyoutube.comGgoogle.comYyelp.comAamazon.comTtripadvisor.comLlinkedin.comQquora.comFforbes.comGgartner.comPpinterest.comClientsMMcDonalds20 keywordsAApple14 keywordsLLego18 keywordsAAmazon22 keywordsPPepsi16 keywordsNNike30 keywordsOptimized for agenciesOne subscription. Unlimited domains. LLMrefs lets you organize projects by client, distribute keywords across any project and invite your whole team. Client dashboards Unlimited projects & seatsJBAGRSMKExport & API accessExport clean CSVs in seconds. Get API access to integrate your data into your workflows.Generative AI search analytics for ambitious growth teamsLLMrefs is the leading AI search analytics platform and LLM brand visibility tracker for AI search engines; ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Grok and more. We are proud to be trusted by more than 10,000 marketers.Search has become complex. It's conversational, there are multiple engines, large language models are non-deterministic & there is an infinite number of prompts. Our methodology means you only need to think about keywords. LLMrefs automates the difficulties of individual prompt tracking & analyzes conversations at scale. We aggregate responses, citations and brand data into a simple, powerful dashboard.LLMrefs is not only the most affordable AEO tool but also the only generative engine optimization platform that takes data quality seriously. We always ensure statistically significant brand ranking outcomes are found for each of your tracked keywords.James BerryFounder & CEO at LLMrefsPricingGrow your brand’s visibility in AI search“I've tried alot of the LLM tracking tools and I absolutely love LLMrefs”Jessica RedmanSEO Consultant at DigiheadsAll in OneFor marketing teams$79/monthLimited time onlyStart 7-day Free Trial Cancel anytime. No questions asked!What's included:Track 500 prompts for brand mentions, sources and fan-out queriesAccess all AI search engines with no additional feesWeekly AI visibility reports refreshed automaticallyCitation tracking to discover which sources influence AI resultsGeo-targeting in 50+ countries & 20+ languagesUnlimited team members in your organizationUnlimited projects, one subscription for all your domainsMonthly AI prompt volume estimates for your topicsExport data as CSV and API accessPriority support & custom feature requestsPlus: AI crawlability checker, Reddit threads finder, LLMs.txt generator & more AI SEO toolsCase StudyRevolution Beauty achieved #1 market share in ChatGPT & the highest share of voice (73%) in LLMs for beauty dupe category keywords.LLMrefs x Rise at Seven Carrie RoseCEO & Founder of Rise at SevenFrequently Asked QuestionsHave questions? If you can't find what you're looking for, feel free to reach out!How do I get started with LLMrefs?Sign up for a free account and setup a project with your brand name and domain. Create your core SEO keywords to start tracking. Within 5 minutes, your dashboard will show LLM visibility insights.How is AI search different from traditional search?AI search engines use large language models to understand context, intent, and natural language in ways traditional search engines can't. They can interpret nuanced queries, understand semantic relationships, and provide more contextual results, making traditional SEO strategies less effective.Which AI search engines do you track?We track all major AI models including ChatGPT GPT-5, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta, DeepSeek. The platform automatically includes updates for each AI model and search engines as they are available.Can I segment visibility by AI search engines or country?Yes. You can filter results by answer engines and country, allowing you to compare performance across models and markets.How frequently is the data refreshed?We check AI search results in real-time. Prompts are continuously checked to ensure statistical significance. Every keyword is updated in the dashboard at least once per week.Can I track multiple brands or domains?Yes. All accounts can set up unlimited projects to monitor multiple brands, ensuring each gets its own visibility tracking.We need more than 50 keywords, can we buy more?Yes. You can upgrade to add more keywords to your organization at any time to match your usage and growth.I need help, how do I contact support?We're here to help! You can reach us using the live chat widget (bottom right of the screen) or you can contact us via email at hello@llmrefs.com.Answer Engine OptimizationGet your brand discovered by AI search enginesOptimize for AI search with LLMrefs. Stay ahead of competitors, track visibility, get real-time insights, and improve content so AI mentions you.Create account- it's free! Get started for free No credit card required --- Who we are LLMrefs is an AI search analytics platform and LLM brand visibility tracker. We help brands, agencies, and SEO professionals with AI SEO - sometimes called Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) - by helping them understand and optimize how they appear across generative AI search engines like ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, and more. Marketing teams use LLMrefs to track prompts, monitor brand visibility, benchmark competitors, and identify new content opportunities in the era of AI-powered search. What we do Traditional SEO tools tell you how you rank in classic Google search results. But AI search engines work differently. They understand context, interpret natural language, and return conversational answers instead of pages of blue links. That means traditional keyword tracking breaks down. LLMrefs solves this problem by focusing on AI search visibility. We: Track your keywords across major AI search engines Automatically generate prompts based on real user questions and conversations Analyze responses, citations, and brand mentions Turn this into clear, repeatable visibility metrics With LLMrefs you can: Track brand visibility and rankings across 10+ AI search engines Benchmark performance against competitors with share-of-voice metrics See which sources and citations AI engines use when answering questions about your brand Monitor high-value keywords with scheduled updates and ongoing insights Export data and integrate it into your workflows via API Why AI search needed new analytics Search behaviour is changing. People are asking AI assistants questions instead of typing keywords into a traditional search box. Your brand might be showing up in those conversations even if you're nowhere near position #1 in Google's classic results. We built LLMrefs because AI search needs its own analytics layer. You shouldn't have to guess which prompts to test. You shouldn't need to manually copy-paste answers out of ChatGPT. You shouldn't have to reverse-engineer non-deterministic LLM behaviour on your own. Our goal is to let you think in keywords and topics, while we handle: Prompt generation and variations Fan-out queries and grounding Collecting and analysing AI responses at scale So you get stable, comparable visibility metrics instead of one-off screenshots. How we think about data & quality AI models are noisy and non-deterministic. Measuring them properly is hard. We're committed to making visibility metrics statistically meaningful and repeatable, not just "vibes": We aggregate responses across multiple prompts and engines We normalise and weight results to avoid outliers We focus on clarity: you know what we measured, how often, and why it matters Where other tools might give vague visibility scores, our aim is to make every number explainable and actionable. Who we're for LLMrefs is built for teams who care about how they show up in AI answers: Brands & in-house marketing teams who want to understand brand visibility in AI search and justify investment Agencies & SEO teams who need to report AI visibility and share of voice for multiple clients Growth, product & analytics teams who want to connect AI search presence to awareness and demand Whether you're a startup or an enterprise, our goal is to give you a clear, honest picture of your AI search visibility and a path to improve it. Our mission We want to help every brand succeed in AI search. As AI assistants and LLMs become the default interface for information, we believe AI search visibility and AI SEO (including AEO and GEO) will matter as much as "page 1 rankings" once did. LLMrefs exists to give marketers and SEO teams the tools, data, and language they need to succeed in this new landscape. Get in touch Have questions about LLMrefs or want to see how AI search visibility looks for your brand? Email us at hello@llmrefs.com Or reach out via the live chat widget on our website 85 Great Portland Street, First Floor, London W1W 7LT --- AI SEO PlatformAI Search Visibility (AI SEO / AEO / GEO Tracker)Measure your brand visibility, share of voice, citations, and rankings across AI search engines. Track ChatGPT, Google AI Mode, AI Overviews, and Perplexity in one platform.Start tracking AI searchSee it with ChatGPTAI search visibility · AI SEO platform · AI visibility tracking for LLMsTrusted by Marketers, SEOs and Industry LeadersRank tracking does not work in AI search anymoreThere are no ten blue links. AI engines produce single, synthesized answers. More than 80% of searches now end without a click. Visibility means being mentioned and cited, not holding "position 3".Traditional SEO rank trackingTrack average positions for a keywordFocus on blue-link SERPsIgnores AI answer boxes and AI-only enginesAI Search Visibility trackingTrack mentions and citations across AI answersWorks across ChatGPT, AI Overviews, AI Mode, and moreIncludes AI search monitoring, AI search analytics, and AI brand visibilityWhat is AI Search Visibility?AI search visibility measures how often your brand is mentioned, cited, or recommended across AI search engines for the queries that matter to your business.This concept overlaps with AI SEO, Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), and LLM SEO. These terms all point to the same goal: understanding and improving how visible your brand is in AI answers.AI VisibilityFrequency of appearance in AI answers for your keywords.Share of VoicePercentage of AI answers where you appear versus competitors.AI Brand VisibilityHow often your brand name appears, not just your domain or URLs.LLM Rank TrackingHow your presence changes over time across prompts and engines.For a deeper dive into AI SEO, AEO, and GEO, see our complete guide.How AI Search Visibility tracking works01Add your topics, keywords and competitorsYou add the topics and keywords you care about. Specify the brands and competitors you want to benchmark against.Get started02We generate and run AI prompts dailyThe system expands your topics into multiple prompt templates (your AI prompt tracking set): best tools, comparisons, alternatives, how-tos. We run them across engines daily.03We measure mentions, citations and rankingsFor each engine (ChatGPT, AI Overviews, AI Mode, and more) we track where and how your brand appears in AI responses.04You get AI search visibility reports and alertsAccess dashboards, charts, competitor benchmarks, and exportable reports. Get notified when your visibility changes.AI Search Visibility featuresShare of voice and AI visibility over timeShare of voice shows the percentage of prompts and answers that mention your brand. Track AI visibility trends over time to see how your presence grows or shrinks.This is the core of AI visibility tracking, AI SEO tracking, and AI search monitoring. You see exactly when and where your brand appears.AI visibility over timeYour BrandCompetitor ACompetitor BBrandAI Visibility ScoreChangeYYour Brand72%+12%CCompetitor A28%-8%CCompetitor B15%-3%CCompetitor C8%+1%Competitor benchmarking across AI enginesDefine your competitor set and see the top brands for each topic. Track gains and losses over time to understand how your AI search visibility compares.Together, these reports turn LLMrefs into your AI SEO tracker and AI visibility platform for AI search.Citations and source analysisWe extract citations and domains wherever available. See "Top cited domains" and "New citations this week" to understand what sources AI engines trust.DomainCitationsTopicsWwikipedia.org847General knowledgeRreddit.com623Discussions, reviewsFforbes.com412Business, financeYyourbrand.com389Product pagesExpanded query variationsbest AI SEO tools 2026AI SEO vs traditional SEOhow to optimize for ChatGPTAI visibility tracking softwareanswer engine optimization tipsGEO SEO strategyLLM rank tracking toolsAI search optimization guideSeed keyword: "AI SEO" expands to 8+ query variationsFan-out queries and AI search volumesAI engines expand queries through search grounding and fan-out. We show which variations exist and how often they appear. This gives you AI search volumes and AI search analytics at scale. Try our free query fan-out generator to see how AI systems break down prompts.Track AI visibility across multiple enginesLLMrefs is ChatGPT-first but covers AI Overviews, AI Mode, and other LLM search engines. Full coverage across all major AI search platforms.ChatGPTAI OverviewsAI ModeGeminiPerplexityClaudeCopilotMeta AIGrokDeepSeekWho AI Search Visibility is forBrands and marketing teamsTrack AI brand visibility for key categoriesMeasure impact of PR launches in AI searchSpot when competitors overtake you in AI answersSEO teamsAdd AI search visibility tracking on top of classic rank trackingFind new keyword opportunities via fan-out queriesReport on AI search rankings and share of voiceAgenciesOffer AI SEO and AEO reporting as a serviceMonitor multiple clients and competitors across enginesCreate better pitches with AI search analyticsEnterprise and Product teamsUnderstand how your product category is represented in AI answersBenchmark against industry peersIdentify where to invest in content and partnershipsSee AI Search Visibility in actionThis is sample demo data showing how AI visibility tracking works. Select different topics to see how rankings change.Example topic(Sample demo data)AI video toolsAI SEO toolsAI email assistantsTop 3 brands by AI visibility1Runway78%2Pika62%3Descript54%For AI video tools, the most visible brands in AI search this week are Runway, Pika, and Descript.How we measure AI search visibilityDaily runs of prompt sets across engines to capture AI visibility trends.Automatic handling of fan-out queries and query templates for comprehensive coverage.Non-determinism managed through multiple runs and statistical sampling for reliable data.Respectful, compliant access to AI engines and APIs following best practices.FAQAI Search Visibility, AI SEO, AEO and GEOIs this just rank tracking for AI search?Not exactly. AI search visibility goes beyond traditional rank tracking. Instead of tracking positions 1 through 10 on a SERP, we measure how often your brand is mentioned, cited, or recommended in AI-generated answers. This includes AI search visibility metrics and LLM rank tracking across multiple engines.How is this different from traditional SEO tools?Traditional SEO tools track keyword positions in blue-link search results. LLMrefs tracks visibility in AI search engines and AI answer engines where there are no traditional rankings. We measure share of voice, citation frequency, and brand mentions across AI-generated responses.Is AI Search Visibility the same as AI SEO, AEO, or GEO?These are overlapping concepts. AI SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) all refer to optimizing for AI search. AI search visibility is the metric you track to measure success.Which AI engines do you support today?We currently support ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek.Can agencies and enterprises use this?Yes. LLMrefs supports multi-project and multi-client setups out of the box. Agencies can monitor multiple clients across unlimited domains with a single subscription.Start tracking your AI Search VisibilityJoin the leading AI search visibility platform. Get AI SEO tracking, AI visibility metrics, and LLM rank tracking for your brand today.Connect your keywords in minutes and see your first AI visibility report within 24 hours.Get startedNo credit card required for the trial. ChatGPT-first. Built for SEO and marketing teams. --- Popular toolsAI Content HumanizerHumanize AI content written by ChatGPT. Removes smart quotes, weird spaces, and fancy dashes.AI Content OptimizerOptimize copy for AI search engines - A/B test your content for AI SEO. Run split tests to discover which copy ChatGPT and other LLMs preferAI Crawlability CheckerCheck if AI crawlers like ChatGPT can read your page content. Test if your website is accessible to AI bots without JavaScript. Free AI SEO tool.ChatGPT Search Query ExtractorChatGPT Search breaks down your prompt into multiple small search queries, and then sends each of these search queries to the Bing search engine.ChatGPT Prompts DatabaseSearch prompts made by 100% real users in ChatGPT, Gemini, Perplexity and other AI chatbots. Query our dataset with over 4.5M+ conversations.Free LLMs.txt GeneratorGenerate your llms.txt file for free. Our online tool helps AI models like ChatGPT, Claude, and Perplexity understand your website. Boost your AI search visibility in seconds.Query Fan-Out GeneratorGenerate fan-out queries from user prompts to see how Google AI Mode, ChatGPT Search, and Perplexity break down questions into multiple web searches. Free GEO tool for SEOs.Reddit Threads FinderGet mentioned in AI search. Enter keywords & find Reddit threads that are relevant to your niche. Simple, online, free Reddit keyword research tool.