How complete is the database today, honestly?
The shared corporate prospect pool is a real, working database, not a demo dataset, and it is still growing. Most rows have a name, location, and industry; employee-count and revenue estimates are still sparse — enrichment is an ongoing process, not a finished one.
Is the propensity score an AI prediction?
Where it's been computed, yes — a 0-100 overall likelihood score. Right now only a small minority of companies in the pool have one, because scoring runs as a separate enrichment pass rather than at the moment a company is added. Rows without a score simply show none, sorted after the ones that have it — we don't backfill a placeholder number.
What can I actually filter by?
Company name, industry, and four ownership flags — family-owned, veteran-owned, minority-owned, and woman-owned — are populated and filter correctly today. Employee-count and revenue filters are real, functioning substring searches against those fields, but since most rows don't have those fields populated yet, they won't return much until enrichment catches up.
Where does a new company giving-opportunity come from, separately from the prospect database?
A separate, on-demand agent reads five major corporate foundation and giving pages — Home Depot, Walmart.org, Wells Fargo, Bank of America, and JPMorgan Chase — extracts any current giving program via Claude, and adds it as a real opportunity in your organization's own pipeline. It's triggered by a staff member, not on a schedule, and only creates a record when the page actually describes a program; an empty page produces nothing rather than a fabricated entry.
Is this the same as a full corporate-intelligence research pipeline?
No, and we'd rather say that plainly than blur the two. A separate, much larger research pipeline for deep corporate and individual donor profiling exists in the platform and is real, working code — but it's gated behind a controlled rollout that hasn't started for any organization yet. What's described on this page is available today: a real, growing prospect database and a real, on-demand giving-page search, not that larger pipeline.