Comparison

ListFunnel vs. general-purpose enrichment platforms

Clay, Clearbit-style tools, and waterfall enrichers are power tools for outbound. Different job.

General enrichment platformsListFunnel
Built aroundProspecting workflows: find and enrich people you don't knowYour existing list: understand people who already chose you
Engagement & revenueOut of scope — enrichment stops at the profileCore: reads, buys, spend, and frequency per person
Learning curveWorkflow builders reward table-fu and formula skillsUpload list → get answers; the workflow is the product
Content feedback loopNone — they don't know what you publishDirection tags show who each content bet attracts

The honest bit

If you're running heavy outbound prospecting on cold accounts, use a prospecting platform — that's their home turf. ListFunnel starts where they stop: the list you already own.