Contact Enrichment — Provider Comparison

Run each accepted brand through multiple contact-data providers, see what each returns side by side, and let coverage + verified-email rates decide which one to standardize on.
Prototype — sample data. Layout only. Apollo is the one provider with an API key today; the two competitor columns are placeholders to show the comparison. Nothing here is wired to live data yet.
Which provider enriches best?

Aggregate quality across all attempted brands. The winner is whoever returns the most verified decision-maker emails — that's what actually feeds outreach. Coverage and field completeness break ties.

What each provider returned, per brand

The evidence behind the scoreboard. For each brand, the contact each provider found — highlighted where they agree (consensus = higher confidence), with the pick that would flow to the Review Queue.

verified deliverable email guessed pattern-matched, unconfirmed none no email found role match title fits target decision-maker ▸ selected goes to the queue