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How AI describes LLMrefs

Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this

LLMrefs logoLLMrefsllmrefs.com

LLMrefs is an AI search visibility and analytics platform that helps brands track keyword rankings, citations, and competitor benchmarks across AI search engines and chatbots such as ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, and Grok. It provides geo-targeted, multilingual coverage across 20+ countries and 10+ languages, with features like content gap insights, prompt generation, and client dashboards for teams and agencies. The platform offers exportable data via CSV, API access, weekly reports, and a marketing-team plan at $79 per month with a 7-day free trial.

Parse Score

68.0

#24 of 98 in AI Search Visibility Analytics Tools

Strength44
Reach58
Authority57

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Tone of voice

75% of how AI describes LLMrefs reads positive.

Words AI uses

AI reaches for specialized · budget-friendly · best when it describes LLMrefs.

Sources

llmrefs.com shapes more of what AI says about LLMrefs than any other source, at 19% of its citations.

rankability.com · reddit.com · 0e190a550a8c4c8c4b93-fcd009c875a5577fd4fe2f5b7e3bf4eb.ssl.cf2.rackcdn.com · youtube.com

AI questions where LLMrefs appears

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The market map

AI Search Visibility Analytics Tools →
10%20%50%Category leadersSpecialistsIn the mixLong tailNamed in more AI answers →Appears earlier in the answer →Peec AIOtterly AITryProfoundSemrushSearch AtlasScrunchLLM PulseAhrefsWritesonicRankPromptGrowByDataLLMrefsArvowSE Ranking

Where AI ranks LLMrefs

AI Search Visibility Analytics Tools#24
Brand Intelligence and Reputation Platforms
  • Brand mention monitoring#27

  • Excerpts where LLMrefs appeared in the AI's answer

    Google AI Mode · excerpt
    LLMrefs : Recommended for tracking AI search engine citations (ChatGPT, etc.).
    ChatGPT Search · excerpt
    LLMRefs – popular low-cost “tracking-first” alternative in comparisons

  • Excerpts where LLMrefs appeared in the AI's answer

    Google AI Mode · excerpt
    LLMrefs: A free tool designed specifically to identify threads that AI engines cite
    Google AI Mode · excerpt
    LLMrefs Reddit Thread Finder : Focuses on finding threads that AI models frequently cite

  • Excerpts where LLMrefs appeared in the AI's answer

    Google AI Mode · excerpt
    LLMrefs: A streamlined tracking tool that provides ongoing visibility metrics and consistency scores across models like ChatGPT, Gemini, Perplexity, and Claude.
    Google AI Mode · excerpt
    LLMrefs : A research-focused tool designed specifically for marketing teams to track weekly AI search citations

  • Excerpts where LLMrefs appeared in the AI's answer

    Google AI Mode · excerpt
    LLMrefs — Ranks brands against each other using share of voice and positioning metrics across multiple countries and languages.

  • Excerpts where LLMrefs appeared in the AI's answer

    Google AI Mode · excerpt
    LLMrefs : An AI search analytics tool tailored for tracking how brands and products are surfaced through conversational models
    Google AI Mode · excerpt
    LLMrefs: Focuses specifically on monitoring and auditing references made by Large Language Models.