Real ChatGPT answer · index seedLW4Zya0HrdgcompleteFinance and banking · budgeting and savingcomparison
Which debt consolidation company is safest for a recent graduate with five thousand dollars in credit card debt and a low salary
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which debt consolidation company is safest for a recent graduate with five thousand dollars in credit card debt and a low salary
3 real searches · 1 real-search pass
safest nonprofit credit counseling debt management plans NFCC GreenPath Money Management International fees accreditation 2026Google ↗
OBSERVEDComparison
CFPB debt relief companies warning stop paying creditors debt settlement risksGoogle ↗
OBSERVEDReason
FTC debt relief services upfront fees credit card debt settlement rulesGoogle ↗
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
safest nonprofit credit counseling debt management plans NFCC GreenPath Money Management International fees accreditation 2026 Google ↗
CFPB debt relief companies warning stop paying creditors debt settlement risks Google ↗
FTC debt relief services upfront fees credit card debt settlement rules Google ↗
- greenpath.com · greenpath.com
- moneymanagement.org · moneymanagement.org
- consumercredit.com · consumercredit.com
- The Best Credit Counseling Services of November 2026 · cnbc.com
- Top Debt Management Plan Companies in 2026 · nerdwallet.com
- Credit Counseling & Debt Management FAQs · nfcc.org
- Debt settlement · ag.ny.gov
- What is a debt relief program and how do I know if I should use one? · consumerfinance.gov
- Carrying credit card debt? How to avoid debt relief scams · consumer.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
safest nonprofit credit counseling debt management plans NFCC GreenPath Money Management International fees accreditation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB debt relief companies warning stop paying creditors debt settlement risks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC debt relief services upfront fees credit card debt settlement rules OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |