How do modern college scholarship search engines screen out predatory scholarship scams that require upfront application fees?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern college scholarship search engines screen out predatory scholarship scams that require upfront application fees?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
how scholarship search websites vet scholarships upfront fees scam screening provider verification Fastweb Scholarships.com official Google ↗
FTC scholarship scams never pay money to get money upfront fees official Google ↗
- fastweb.com · fastweb.com
- fastweb.com · fastweb.com
- How We Vet Scholarships · scholarships.com
- How To Avoid Scholarship and Financial Aid Scams · consumer.ftc.gov
- Scholarship Scams · oig.ed.gov
- Fastweb · fastweb.com
- Scholarships.com · scholarships.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how scholarship search websites vet scholarships upfront fees scam screening provider verification Fastweb Scholarships.com official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC scholarship scams never pay money to get money upfront fees official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |