is paying off high interest debt through a consolidation company safe or should we handle student loans directly with the servicer
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is paying off high interest debt through a consolidation company safe or should we handle student loans directly with the servicer
3 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 (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
CFPB debt relief companies warning upfront fees debt settlement official Google ↗
Federal Student Aid debt relief companies free help loan servicer official Google ↗
FTC debt relief services warning debt settlement risks official Google ↗
- Federal Student Aid · studentaid.gov
- What is a debt relief program and how do I know if I should use one? · consumerfinance.gov
- I’ve seen a lot of advertisements for companies that consolidate credit card debt. Are these legitimate? · consumerfinance.gov
- How To Get Out of Debt · consumer.ftc.gov
- National Foundation for Credit Counseling · nfcc.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB debt relief companies warning upfront fees debt settlement official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Federal Student Aid debt relief companies free help loan servicer official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
FTC debt relief services warning debt settlement risks official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |