patterns / acquirer_magnet
buyout thesisan owner-led business scaling up — 10+ staff and headcount rising two years straight on a solvent balance sheet; growth attracts buyers: sells well above the base rate while failing at half the pool's
The blind spot the ML layer exposed: every curated buyout pattern rewards stagnation, age or cash posture — but buyers also chase momentum. A scaling, solvent, founder-owned team sells at well above the base rate (123k company-years) and fails at half the pool's rate.
Not a cold-call-the-tired lead — an auction-risk lead: these owners get approached. Reach them before the consolidator does, or bring them growth capital instead of an exit.
The badge is recomputed nightly across the whole index, and re-evaluated live the moment a company files — so a match is always a statement about the current register, not a stale list. Like every signal the scout raises: a prompt to look closer, never a verdict.