Conceptor is AI-powered M&A sourcing software for individual deal professionals and enterprise teams, helping bankers, investors, searchers, founders, private equity firms, and corporate development teams identify buyers, investors, and acquisition targets, automate company research, and build more relevant sourcing lists faster.

Hi Product Hunt 👋 I’m Grayson, the founder of Conceptor.ai. We built Florence because creating a thoughtful buyer, investor, or acquisition target list is still far too manual. Professionals often spend hours searching databases, reviewing company websites, and trying to determine which companies are actually relevant to a specific strategy. At the same time, many of the tools built for this workflow are locked behind expensive enterprise contracts, annual commitments, and larger team buying processes. We believe individual bankers, investors, searchers, consultants, founders, and deal professionals should be able to access this kind of technology directly. Florence is an AI agent for M&A sourcing that helps users build targeted lists faster. You provide the transaction type, company criteria, and strategic context, and Florence identifies relevant companies, ranks them, and explains the reasoning behind each recommendation. We’re still early, and feedback is a major reason we’re launching here. I’d especially love to hear: • Whether an automated list-building experience is preferable to searching for companies manually • How relevant the recommendations feel • What would make Florence fit more naturally into your sourcing workflow • Anything about the experience or overall flow that feels confusing, limiting, or could work better Thanks for checking it out. I’ll be here throughout the day answering questions and listening to feedback.

The instant company analysis feature saved me a ton of time on a target screen this week, and the deal sourcing flow felt surprisingly smooth. Wish the matching algorithm exposed a bit more of its reasoning, but overall a solid step up from the spreadsheets I was juggling before.

Conceptor

Company & Investor M&A Sourcing Software

Company & Investor M&A Sourcing Software