How can I spot a fake student loan forgiveness company that claims they can wipe out my balance for an upfront fee?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I spot a fake student loan forgiveness company that claims they can wipe out my balance for an upfront fee?
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
FTC student loan debt relief scams upfront fees official guidance 2026 Google ↗
Federal Student Aid avoid student loan scams official never share FSA ID upfront fees Google ↗
- StudentAid.gov · studentaid.gov
- Official PSLF information · studentaid.gov
- Official repayment plan information · studentaid.gov
- Federal Trade Commission · reportfraud.ftc.gov
- Consumer Financial Protection Bureau · consumerfinance.gov
- How To Avoid Student Loan Forgiveness Scams · studentaid.gov
- Paying for School and Avoiding Scams · consumer.ftc.gov
- What are the signs of a student loan scam? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC student loan debt relief scams upfront fees official guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Federal Student Aid avoid student loan scams official never share FSA ID upfront fees OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |