Real ChatGPT answer · index seedjk4pHquyFWUcompleteEducation · financial aid and scholarshipsinformational
Can I use Niche college rankings to filter schools by their average financial aid percentage and graduation debt load, or is there a better government database I should check right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use Niche college rankings to filter schools by their average financial aid percentage and graduation debt load, or is there a better government database I should check right now?
3 real searches · 1 real-search pass
College Scorecard data definitions median debt completers net price latest 2026 Department EducationGoogle ↗
OBSERVED
U.S. Department of Education College Scorecard data median debt net price graduation rate financial aid official 2026Google ↗
OBSERVED
IPEDS College Navigator financial aid percentage students receiving grants loans average amount official NCESGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
College Scorecard data definitions median debt completers net price latest 2026 Department Education Google ↗
U.S. Department of Education College Scorecard data median debt net price graduation rate financial aid official 2026 Google ↗
IPEDS College Navigator financial aid percentage students receiving grants loans average amount official NCES Google ↗
- Search College Scorecard · collegescorecard.ed.gov
- Data Home · proxy.goincop1.workers.dev
- Version: September 2025Technical Documentation: College Scorecard Institution-Level DataContentsContents · collegescorecard.ed.gov
- Version: June 2024Technical Documentation: College Scorecard Institution-Level DataContentsContents · collegescorecard.ed.gov
- Open College Navigator · nces.ed.gov
- College Affordability and Transparency · ed.gov
- IPEDS · nces.ed.gov
- Financial Aid Data Resources · nasfaa.org
- Explore IPEDS data · nces.ed.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
College Scorecard data definitions median debt completers net price latest 2026 Department Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
U.S. Department of Education College Scorecard data median debt net price graduation rate financial aid official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IPEDS College Navigator financial aid percentage students receiving grants loans average amount official NCES OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |