AI grant matching

Grant matching software that scores fit to your research

FunderIntelligence is grant matching software for researchers that goes beyond keyword search. It scores every opportunity from 0–100% against your actual expertise, estimates your win probability, and explains the reasons behind each match — so you spend time on the grants you can win, not on sorting through noise.

FunderIntelligence grant discovery list with AI match/fit scores for each opportunity

Semantic matching, not keyword guessing

Keyword tools miss opportunities phrased differently from your search and bury you in irrelevant hits. FunderIntelligence uses semantic AI matching to read the intent of an opportunity against your expertise graph, returning a 0–100% fit score with the rationale behind it.

Win probability, not just relevance

A relevant grant you cannot win is a waste of weeks. FunderIntelligence estimates win probability using a hybrid competition-and-candidate model — factoring the competitiveness of the program and how your profile and institution compare — so you can triage realistically.

Ten live sources in one place

Matches are drawn from ten live sources — Grants.gov, NIH, NSF, SBIR, the Federal Register, state portals, and 174K+ private foundations via Kindora and ProPublica 990 data — plus a unique NSF expiring-awards signal that surfaces programs about to re-compete.

Get the full intelligence on every funder

Personalized fit scores, AI proposal drafting, and funder strategy — free to start.

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FAQ

Frequently asked questions

How is this different from GrantForward or keyword grant alerts?

Keyword tools match strings; FunderIntelligence matches meaning, returns a 0–100% fit score with reasons, and adds a win-probability estimate. See the full comparison on our compare page.

What is the match score based on?

It reflects how well an opportunity aligns with your expertise, career stage, and institution. Your personalized score is private to you and derived from your own profile.

Can I try it before paying?

Yes. You can browse opportunities on the public Explore pages and create a free account to run matching against your profile.