LLMrefs
A tracking tool that tells you whether ChatGPT, Google AI Overviews, and Perplexity actually mention your brand when people ask AI assistants questions in your niche — the same idea as checking your Google ranking, but for AI answers instead of search res
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Description
Search is changing: a growing share of people now ask ChatGPT or Perplexity a question instead of typing it into Google, and those AI assistants give one confident answer instead of ten blue links. If your brand isn't part of that answer, you're invisible to that customer — and until recently there was no easy way to know if that was happening to you. LLMrefs solves that specific problem: it runs your brand's likely search prompts through the major AI engines on a schedule and reports back whether, and how favorably, you show up.
The platform tracks visibility and citations across ChatGPT, Google AI Overviews, Gemini, Perplexity, Claude, Copilot, and Meta AI, covering 11+ AI search engines in total. It reports share-of-voice and position metrics per prompt, auto-generates realistic prompts from real conversation data rather than guesswork, and supports geo-targeting across 50+ countries and 20+ languages so multinational brands can see how they're represented differently by region. Weekly automated reports, unlimited team members and projects, CSV export, and API access round out the single $79/month plan (7-day free trial). It's used by marketing teams at brands including McDonald's, Apple, and Nike according to the company, with a published case study showing Revolution Beauty reaching 73% share of voice for 'beauty dupe' keywords.
💬 Our review
The short version: if your marketing team already obsesses over Google rankings, LLMrefs is the equivalent dashboard for the AI-answer era — worth it once you have a brand people are actually asking chatbots about, overkill if you don't yet have that kind of search demand.
At $79/month flat, LLMrefs undercuts the fast-growing pack of 'AI visibility' tools that have sprung up in 2026, several of which (like Rankfender) start similarly but scale into $200-500/month tiers as you add brands or prompts — LLMrefs keeps a single simple tier with unlimited team members and projects, which is unusually generous for the category and makes it easy to budget for. Against traditional SEO suites like Semrush or Ahrefs, the comparison isn't really apples-to-apples: those tools optimize for Google's index, while LLMrefs optimizes for what AI models say when asked directly, a genuinely different signal that classic SEO tools don't measure at all. The category itself is new enough (barely two years old) that no player has the multi-year track record Ahrefs or Semrush have, so treat any single tool's numbers as directional rather than gospel, and expect the tooling and pricing here to keep shifting fast. <!-- ai-generated -->
💰 Pricing
📊 Global score
🤖 AI-enriched data
79$/mois, offre à durée limitée, tarif unique. Suivi jusqu'à 500 prompts, extensible. Essai gratuit 7 jours.
Pros
Couvre 11+ moteurs de recherche IA (ChatGPT, Gemini, Perplexity, Claude, Copilot, Meta AI...)
Tarif unique à 79$/mois avec membres d'équipe et projets illimités
Prompts auto-générés à partir de vraies conversations, pas de mots-clés devinés
Ciblage géographique fin (50+ pays, 20+ langues)
Cons
Catégorie très jeune (moins de 2 ans) — peu de recul sur la fiabilité méthodologique long terme
500 prompts de base, au-delà il faut négocier une extension
Pas d'audit indépendant de la précision des citations rapportées
Recouvre partiellement les nouveaux concurrents (Rankfender, SnowSEO) sans différenciation radicale