Comparables.ai
Comparables.ai provides an AI-native deal intelligence platform that reads over 370 million companies to help finance professionals find investment targets, competitors, and strategic buyers. The platform uses semantic AI to understand what companies actually do—rather than relying on rigid SIC/NAICS codes—and compresses weeks of research into minutes. Dedicated M&A recommendation agents identify, rank, and explain the most relevant strategic buyers, acquisition targets, and financial buyers across nearly 400 million companies globally.
- Data & Analytics
- Artificial Intelligence
- AI Agents
- Software Only
- Enterprise Software
- Financial Technology
Funding
Raised to date
$6MRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
across 1 round
AVHVPSV$6M · Seed
Announced Oct 2026
Disclosed cumulative: $6M
Founders
Founder details are not available yet.
Product
Problem
Finance professionals in investment banking, private equity, corporate finance, and market research spend weeks manually searching for investment targets, benchmarking companies, and building outreach lists. Traditional tools rely on rigid SIC/NAICS industry codes that miss indirect competitors, private companies, and non-obvious buyers, leaving critical gaps in competitive analysis and deal sourcing.
Solution
Comparables.ai provides an AI-native deal intelligence platform that reads over 370 million companies so users don't have to. The platform uses semantic AI to understand what companies actually do—their business models, products, customer segments, and market positioning—rather than relying on static industry codes. Users can screen companies, find competitors, benchmark financials, and generate prospect lists up to 10.5x faster than with legacy databases. Dedicated M&A recommendation agents identify, rank, and explain the most relevant strategic buyers, acquisition targets, and financial buyers across nearly 400 million companies globally, compressing weeks of research into minutes.
Target Audience
Primary users are professionals in investment banking, private equity, corporate finance, and market research who need to identify investment and acquisition targets, benchmark companies, and conduct competitive analysis. The platform is also used by more than 50,000 professionals at global market leaders for deal sourcing and market intelligence.
Features
- Access to a dataset of 370M+ indexed companies across 110+ countries, including private company financials, ownership structures, and 10 years of M&A transaction history
- AI Relevancy engine that scores and ranks every company against specific criteria with transparent match explanations, filtering out irrelevant results and surfacing hidden gems that keyword matching would miss
- M&A recommendation agents with three specialized workflows: Strategic Buyer Search, Target Search, and Financial Buyer Search, each providing ranked recommendations with clear rationale
- Semantic AI competitor finder that identifies direct and indirect competitors—including private companies and emerging disruptors—overlooked by traditional SIC/NAICS code-based tools
- AI-generated company profiles covering business models, products, customer segments, market positioning, and financials, with export capabilities
- Advanced search filters including geographic, financial, and public/private company criteria, plus real-time verified contact data
- Integration of data from top-tier global providers, commercial registries, and public sources