Comparables.ai

AI market intelligence and deal sourcing platform for M&A teams

comparables.ai

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About

Comparables.ai is an AI platform for private and public market intelligence built for corporate development teams, private equity firms, M&A advisors and investment banks. It combines a global dataset covering more than 370 million active companies, including private company financials, group structures, valuation data, M&A transactions and verified contacts, with an AI-native discovery engine for mapping markets, screening targets and building buyer lists. The company says it is used by more than 50,000 professionals in over 30 countries. It was founded by Niko Nalli, Markus Vesala, Martin Kangasniemi and Muhammad Ammad-ud-din, and in October 2026 raised a $6 million seed round led by Pragmatech and Araya Ventures.

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