They can, but only when the funding event helps you find a sharper moment of need. A newly funded company may be hiring, expanding, rebuilding systems, entering a new market, or formalizing a messy workflow. It may also be distracted, over-contacted, or spending the round on priorities unrelated to you.
For founders, the practical job is not “find companies with money.” The job is to turn public funding data into a timing hypothesis you can test with a small, specific segment. That means qualifying fit, timing, trigger quality, budget signal, and outreach risk before you invest in enrichment and outbound.
The mistake to avoid is building a large list because it feels like traction work. A small, well-reasoned segment will teach you more than a huge export full of accounts that only share one fact: they raised money.
This is why I built
Traction OS. Fix your foundation before you launch.