Semrush provides marketing tools for researching search visibility and measuring brand performance.
LLMrefs
LLMrefs tracks brand visibility, rankings, and citations across generative AI search tools and benchmarks competitors.
About LLMrefs
LLMrefs tracks brand visibility, keyword rankings and citations across generative AI search tools including ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude and others. Users import SEO keyword lists, and the service generates related prompts and aggregates brand mentions, rankings and competitor data per keyword. It reports share of voice and position, lists source URLs cited in AI answers, and supports geo-targeting across 20+ countries and 10+ languages. Projects can be organized by client, and data can be exported to CSV or accessed via API.
Key features
- Tracks keyword rankings across multiple generative AI search engines
- Generates fan-out prompts based on real user conversations
- Benchmarks brands using share of voice and position
- Lists source URLs cited in AI answers
- Supports geo-targeting across 20+ countries and 10+ languages
- Exports data to CSV and offers API access
Best for: Marketing teams, agencies and SEOs monitoring brand visibility in AI search results.
Good for
- Coverage includes ChatGPT, Google AI Overviews, Perplexity, Gemini and Claude
- Keyword-level tracking aggregates multiple related prompts per keyword
- Includes competitor benchmarking, cited sources, CSV export and API access
LLMrefs at a glance
- Website
- llmrefs.com
- Category
- AI & Machine Learning › AI Data & Analytics
- Type
- Website
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
LLMrefs alternatives
Tools and sites you could use instead, ranked by how closely they match.
Explore leaderboards with expert-driven LLM benchmarks and updated AI model rankings across coding, reasoning and more.
OpenRouter publishes language model rankings based on real usage through its API.
Indico benchmarks language models on extractive, classification, and predictive tasks.
Deploybase compares GPU cloud and language model API prices, performance benchmarks, and provider market data.
OpenLM Arena compares open language models through leaderboards and benchmark results.
Popular in AI Data & Analytics
Well-known listings from the same topic.
Dotgetdot.aiForvioforvio.comFluidAI Medicalfluidai.mdApache Zeppelinzeppelin.apache.orgSola Securitysola.securityQuadraticquadratichq.com
LLMrefs FAQ
Which AI search engines are covered?
ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI and DeepSeek AI, among others.
How does tracking work?
Users import SEO keyword lists; LLMrefs generates related prompts based on real conversations and aggregates brand mentions, rankings and citations per keyword.
Can it be used for client work?
Projects can be organized by client with keywords distributed across projects, team invites, and CSV export.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.