I am struggling to manage credit card debt on my pension and want to know if debt consolidation loans are worth it right now.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am struggling to manage credit card debt on my pension and want to know if debt consolidation loans are worth it right now.
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
2026 debt consolidation personal loan average APR rates fixed income credit card debt CFPB alternatives nonprofit credit counseling Google ↗
CFPB credit card debt hardship programs nonprofit credit counseling debt management plans debt consolidation risks Google ↗
- Best Debt Consolidation Loans in November 2026 · credible.com
- Compare Credit Card Consolidation Loans in 2026 · credible.com
- What is credit counseling? · consumerfinance.gov
- What is a Debt Management Plan · nfcc.org
- National Foundation for Credit Counseling · nfcc.org
- What do I need to know about consolidating my credit card debt? · consumerfinance.gov
- What should I do if I can’t pay my credit card bills? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 debt consolidation personal loan average APR rates fixed income credit card debt CFPB alternatives nonprofit credit counseling OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB credit card debt hardship programs nonprofit credit counseling debt management plans debt consolidation risks OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |