How do I verify if a debt resolution firm is legitimate and safe for avoiding student loan scams as a busy founder?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I verify if a debt resolution firm is legitimate and safe for avoiding student loan scams as a busy founder?
3 real searches · 1 real-search pass
FTC student loan debt relief scams upfront fees official guidance 2026Google ↗
OBSERVEDOther / navigational
Federal Student Aid avoid student loan debt relief companies official guidanceGoogle ↗
OBSERVEDOther / navigational
CFPB student loan debt relief company complaints official consumer adviceGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
FTC student loan debt relief scams upfront fees official guidance 2026 Google ↗
Federal Student Aid avoid student loan debt relief companies official guidance Google ↗
CFPB student loan debt relief company complaints official consumer advice Google ↗
- Florida Division of Corporations – Sunbiz · search.sunbiz.org
- Florida Office of Financial Regulation · flofr.gov
- CFPB Consumer Complaint Database · consumerfinance.gov
- FTC Report Fraud · reportfraud.ftc.gov
- Better Business Bureau · bbb.org
- Student loan scammers won’t offer relief · consumer.ftc.gov
- How To Avoid Student Loan Forgiveness Scams · studentaid.gov
- What are the signs of a student loan scam? · consumerfinance.gov
- StudentAid.gov · studentaid.gov
- Frequently Asked Questions · ed.gov
- CFPB · consumerfinance.gov
Queries
3 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 debt relief companies official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB student loan debt relief company complaints official consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |