AI college & scholarship search, on live data.
License our real-time college and scholarship dataset, drop in an AI-powered finder, or call the search API. The data and search layer for anyone building for students.
- AI college & scholarship search — students find fit by asking, not filtering
- Real-time data: continuously crawled, deduped & enriched
- Embeddable finder or headless API — build any experience
The dataset
Broad, deep, and fresh
We'll share exact coverage and cadence on the call.
Encrypted in transit and at rest · first-party data, collected with consent.
Not a database — an answer engine
Students ask in plain language and get the right colleges and scholarships back, matched on meaning and eligibility rather than brittle keyword rules. Use our finder, or call the search API and build your own experience on top.
Ask, don't filter
Natural-language queries return ranked, relevant colleges and scholarships.
Real-time & clean
Continuously refreshed; near-duplicate listings collapsed to canonical records.
Yours to build on
Headless by design — our search powers whatever UX you ship.
How it works
How teams build on us
Scope your use case
Data license, AI finder embed, or full search-API access.
Get access
Sandbox keys and docs, plus a live data sample to evaluate.
Integrate
Drop in the finder or wire up the endpoints — we support you.
Ship & scale
Production access with SLAs and a refresh cadence that fit your product.
What you get
What you can license
College & scholarship data
Real-time, structured, deduped records — programs, costs, aid, amounts, deadlines and eligibility.
AI search finder
A hosted, themeable AI college + scholarship search you drop into any product.
Search & match API
Send a student profile or query, get back ranked colleges and scholarships.
Good to know
Common questions
What powers the search? +
AI search over our college and scholarship data — it matches on a student's actual goals and eligibility rather than keyword overlap. We'll walk through the approach on the call.
How fresh is the data? +
Real-time: continuously crawled and updated rather than a periodic dump. We'll share exact cadence and SLAs for your use case.
Can we white-label the finder? +
Yes — the AI finder is themeable and can run fully under your brand.
What are the licensing terms? +
Usage-based or flat licensing depending on volume and use case. Scoped on the call.
Ready to talk specifics?
Tell us what you're trying to accomplish — we'll show you the right partnership, the audience, and the numbers.
Encrypted in transit and at rest · first-party data, collected with consent.