Match & Discovery

Discovery vs Match

Discovery is the whole graph: browse, filter, and search every firm and angel, with badges and profiles. Use it to understand the landscape or find a specific firm.

Match is Discovery pointed at one raise: the same graph, scored against your deal and ranked. Use it to build the room.

Rule of thumb: Discovery answers "who exists?"; Match answers "who fits this raise?"

Updated July 30, 2026

More in Match & Discovery

An investor's details look wrong

Graph data comes from public sources and enrichment, and sources drift: partners move, funds wind down, emails die.

How Match scoring works

Match scores every firm in the graph against the real shape of your raise: Thesis fit: sector and sub-vertical alignment with what the firm…

How to build an investor shortlist that actually converts

The biggest silent killer of a raise is a bad list. Two hundred names exported from a database feel like progress, but every off-thesis ema…

Investor matchmaking on a verified investor database

An investor matchmaking platform is only as good as the database underneath it. Matching against stale or scraped data produces confident s…

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