Profound Index stands out as the most direct solution for a brand leaderboard measuring LLM mention frequency. For broader AI visibility monitoring, including competitor share of voice tracking, sentiment analysis, and mention attribution, several tools such as Peec AI, Semrush, and Rankscale AI are widely used.
Peec AIBest for granular visibility analytics. It excels at distinguishing between being named versus cited and tracking top-tier models for a deeper understanding of your competitive positioning.
Several specialized AI visibility and GEO (Generative Engine Optimization) platforms track how often and how prominently brands are mentioned across major LLMs like ChatGPT, Perplexity, and Gemini, effectively building competitive leaderboards and share-of-voice rankings for your niche.
The primary systems providing this capability include:
Profound — Offers an Answer Engine Insights dashboard that computes a Visibility Score and Share of Voice rank, letting you benchmark your brand against competitors across custom prompt sets in AI search engines.
If you mean a system that produces a leaderboard of brands based on how often LLMs mention/recommend them in a specific niche, several tools now do this.
— specifically offers public, category-level AI-search leaderboards, with co-mentions and mention-position analysis.
Peec AI — Tracks how often and prominently a brand appears in ChatGPT and other AI engine responses across tracked prompts, benchmarking your visibility and sentiment directly against named competitors.
Otterly.ai — Monitors AI answer changes, tracking how frequently specific brands and products are surfaced over time across conversational search engines.
xSeek — Provides end-to-end AI visibility metrics and automated tracking to evaluate how your brand stacks up in generative results.
Enterprise Suites (e.g., seoClarity AI Visibility Suite) — Scalable enterprise-grade platforms designed to monitor AI-driven brand presence, citations, and competitor positioning at scale.
If you'd like, let me know:
Your specific niche or industry (e.g., B2B SaaS, e-commerce, finance)
Which LLMs you care about tracking most (ChatGPT, Perplexity, Gemini, etc.)
I can help you narrow down which tool fits your budget and tracking depth best.
If you mean a ready-made leaderboard showing which brands get mentioned most by LLMs in a particular industry/niche, Profound Index is the closest match. It publishes category-specific brand leaderboards based on real user prompts and updates them weekly.
Other options:
Semrush AI Visibility Index — industry/date/platform filters and brand-mention leaderboards.
Ahrefs Brand Radar — competitor benchmarking and custom prompt tracking across major AI platforms.
If you tell me your niche, I can identify which platform has the most relevant leaderboard/data for it.
The leading dedicated system built specifically to provide a public, category-by-category leaderboard for LLM and AI search brand mentions is the Profound Index.
How the Profound Index Works
Real User Data vs. Synthetic Guesswork: Unlike other tools that use artificial or guessed query lists, the Profound Index maps data derived from billions of real, anonymized user conversations and search queries across major LLMs and answer engines (like ChatGPT, Gemini, Perplexity, and Claude).
Industry Breakdowns: It indexes over 50 major industries, tracking weekly performance to show who is "winning" AI recommendations in specific niches, how your brand stacks up, and which competitors are being cited.
Regional & Global Insights: It tracks cross-market brand visibility, highlighting how brand dominance shifts drastically between different geographic regions.
Other Alternative LLM Tracking Tools
If you need to track custom proprietary prompts or monitor real-time changes inside your own dashboard rather than viewing a public leaderboard, consider these specialized platforms:
Clovion: Measures organic AI visibility, mention rates, and share of voice across ChatGPT, Claude, Gemini, Perplexity, Grok, and Google AI Overviews using neutral category prompts.
xSeek: Offers end-to-end AI visibility tracking and automated content updates to help improve how LLMs perceive and cite your brand.
Otterly.ai: Specializes in monitoring how specific AI answers and brand mentions shift over time.
Arvow (LLM Rank Tracker): Generates blended prompt sets to analyze brand visibility and sentiment (positive, neutral, negative) across various LLM platforms.
If you'd like, let me know:
Your specific industry or niche
Whether you want a free public benchmark or a tool to track custom prompts for your own domain
I can help you pick the right platform or evaluate your current AI share of voice.
If by “brand leaderboard” you mean a ranked view of which brands get mentioned most often by LLMs within a specific industry/niche, there are a few systems that do this:
Semrush AI Visibility Index — explicitly provides a brand leaderboard showing the top 20 most-mentioned brands, filterable by date, industry, and AI platform.
Profound Index — a public leaderboard ranking brands by how often they appear in AI Search within a category, based on real user prompts and updated weekly.
Ahrefs Brand Radar / AI Visibility Index — benchmarks brands across ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces, including AI share of voice and mentions.
Rankability — more oriented toward your own tracked prompts, but reports mentions, position versus competitors, citations, and sentiment across multiple LLMs.
For the specific feature you described, Semrush's AI Visibility Index is the closest literal match:“brand leaderboard → filter by industry/niche → see which brands are most mentioned.”
A new category of GEO (Generative Engine Optimization) and AI visibility platforms has emerged specifically to track brand share-of-voice, citations, and leaderboards across major LLMs (like ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews).
Instead of traditional keyword tracking, these systems run automated queries relevant to your niche and score how often, where, and in what context your brand (and your competitors) rank in AI-generated answers.
The top platforms delivering brand mention leaderboards and share-of-voice analytics for specific niches include:
Peec AI — A leading platform built specifically for AI search analytics. It tracks brand presence, sentiment, and positioning across multiple AI engines by simulating thousands of buyer-intent prompts in specific verticals (like B2B SaaS, MarTech, and Finance) to map out competitive visibility and source influence. You can check it out at Peec AI.
Otterly.ai — Focuses heavily on Generative Engine Optimization (GEO). It tracks your brand mentions, competitor comparisons, and citation sources across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot, giving you clear visibility leaderboards and sentiment tracking. Learn more on Otterly.ai.
Authoritas — Applies a data-science approach to AI visibility. It features advanced branded vs. unbranded flow analysis, allowing teams to quantify market share and see how they stack up in AI Overviews versus traditional organic rankings. Explore their approach via Authoritas.
xSeek — Provides end-to-end AI visibility tracking and automated content updates to help you monitor how consistently ChatGPT, Gemini, and Perplexity reference your brand compared to competitors.
To help narrow down which platform fits best, tell me:
What is your specific niche or industry (e.g., B2B SaaS, e-commerce, local service)?
Are you looking to track global multi-engine LLMs (ChatGPT, Claude) or primarily search-integrated AI (Google AI Overviews)?
Tracking brand mentions and share-of-voice inside Large Language Models (like ChatGPT, Claude, Gemini, Perplexity, and Microsoft Copilot) has given rise to a new category of tools often referred to as AI Visibility Platforms or Generative Engine Optimization (GEO) Trackers.
Specific platforms build and publish automated industry leaderboards tracking how often brands are recommended or cited:
Perrill AI Visibility Industry Leaderboards : Provides live weekly rankings across multiple specific industries. They run standardized buyer-intent query banks across major AI engines (ChatGPT, Gemini, Perplexity, Claude, Copilot) to compute a visibility and citation score for competing brands. You can explore their live setups on the Perrill AI Visibility Leaderboards.
Arvow (LLM Rank Tracker) : Focuses on monitoring brand-specific prompt responses, sentiment analysis, and visibility metrics across various LLM environments. You can review setup options via Arvow.
Advanced Web Ranking (AWR) & Brand24 : Great for localized parsing and monitoring the broader input ecosystem (forums, reviews, and web mentions) that LLMs lean on to construct their outputs and leaderboards. You can check feature sets via Brand24 or Advanced Web Ranking.
If you want to dive deeper, tell me:
What is your specific niche or industry?
Which AI engines (e.g., Perplexity, ChatGPT, Google AI Overviews) matter most to your target audience?
I can help you figure out how to audit your brand's current share of voice in that space.
Traqer is probably the closest match. It provides topic-level brand leaderboards showing which brands LLMs mention most in a specific niche, plus prompt-, citation-, and competitor-level analysis.
Other strong options:
Ahrefs Brand Radar — large-scale AI visibility benchmarking.
helloranked — public industry-by-industry AI visibility leaderboard.
Centium — tracks exact position/order of brands within AI answers.
If you mean “show me the leaderboard for my exact niche/category”, I’d start with Traqer.
Tracking brand mentions, share of voice, and competitive leaderboards inside Large Language Models (LLMs) falls under Generative Engine Optimization (GEO) and AI Visibility Tracking.
Several specialized platforms deliver niche-specific brand leaderboards by querying engines like ChatGPT, Claude, Gemini, Perplexity, and Copilot with buyer-intent prompts:
Perrill AI Visibility Industry Leaderboards — Best for pre-built, weekly-refreshed niche leaderboards tracking what brands AI assistants actually recommend across major industries.
Rankscale AI — A budget-friendly option that monitors custom prompt performance and features direct competitor leaderboards for your specific space.
Peak AI — Built for agency-scale tracking, providing daily multi-model checks and competitive benchmarking across answer engines.
LLM Refs — Great for mapping target keywords into conversational prompts to measure your exact share of voice and citation sources against competitors.
Arvow's LLM Rank Tracker — Allows you to input your business description and auto-generate or import niche prompts to track visibility and sentiment over time.
If you'd like to narrow this down, tell me:
What is your specific industry or niche?
Which LLMs or AI search engines (ChatGPT, Perplexity, Google AI Overviews) are most critical for your customers?
If you mean a system that gives you a leaderboard of brands being mentioned/recommended by LLMs within a specific niche, the strongest match I found is Profound Index. It provides industry-specific AI-search rankings, showing who is winning, where your brand sits, co-mentions, topic clusters, and mention position. It says its rankings are refreshed weekly and span 50+ industries.
A few alternatives:
Gumshoe — probably the closest if you want a custom competitive leaderboard: it ranks up to 30 competitors by visibility across ChatGPT, Gemini, Claude, Perplexity, and other models, with mention frequency, recommendation rates, sentiment, and model-by-model scores.
Ahrefs Brand Radar / AI Visibility Index — broader benchmark based on hundreds of millions of real/search-derived prompts, with competitor benchmarking and AI mentions/citations across ChatGPT, Gemini, Perplexity, Copilot and Google AI.
LLM Track — a more leaderboard-oriented option, with category-specific rankings and daily monitoring across ChatGPT, Claude, Gemini and Google AI Overview.
Semrush AI Visibility Index — useful for larger-scale market/category benchmarking; its index reports brand mentions, competitor co-occurrence and cited sources across 22 industries.
If your exact requirement is:“Give me the top 20 brands in my niche according to how often LLMs mention them, and show me where my brand ranks”, I'd start with Profound for the industry-level leaderboard or Gumshoe for a customizable competitor leaderboard.
If you tell me your niche/category, I can also find the actual current leaderboard for it.
