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LLMrefs

LLMrefs

Private
LondonAI, Data & Cloud Infrastructurehttps://llmrefs.com/

Momentum

Top 25%

of companies Caplight tracks

Company Overview

LLMrefs is an AI and software company that provides an AI search analytics and brand visibility tracking platform for generative AI search engines.

Sector

AI, Data & Cloud Infrastructure

Verticals

Marketing, Business Intelligence, NLP & Conversational AI

Business Model

B2B

Customer Profile

Subscription SaaS, Freemium, Usage-Based SaaS

AI Layer

Application

Keywords

Answer Engine OptimizationAEOAI search analyticsGenerative Engine OptimizationGEOAI SEOLLM SEOAI search trackingcitation trackingAI Overviews trackingshare of voicecompetitor benchmarkingSGE trackingLLMs.txt generatorAI crawlability

Historical Pricing

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Caplight Momentum Score

Proprietary index based on bid/ask volume and sentiment.

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LLMrefs Comparables

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LLMrefs comparables — related companies by embedding similarity
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Geoptie
92%
ZipTie
92%
Rankscale AI
89%
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LLMrefs Funding Rounds

Historical fundraising activity

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Key People

Founding team and executive leadership

James Berry

Founder & CEO

Founding Team

Market signals

Structured signals derived from secondary market and firmographic data.

  • Apr 20, 2026

    Monthly visitors increased 32% MoM.

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LLMrefs Filings

SEC and related filings with document metadata.

Data table
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LLMrefs Filings

SEC and related filings with document metadata.

Frequently Asked Questions

Common questions about LLMrefs's valuation, stock price, and market status.

Firmographic Details

HeadquartersLondon
Employee Range2
Year Founded2025
Last Funding—

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