Is a debt consolidation loan a smarter choice than filing for bankruptcy when you are retired and trying to protect your credit score?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a debt consolidation loan a smarter choice than filing for bankruptcy when you are retired and trying to protect your credit score?
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
Ohio bankruptcy exemptions retirement income Social Security pensions Chapter 7 Chapter 13 official court legal aid 2026 Google ↗
CFPB debt consolidation loan risks credit counseling bankruptcy credit report 10 years Chapter 7 7 years Chapter 13 Google ↗
- Section 2716.13 - Ohio Revised Code · codes.ohio.gov
- Bankruptcy · ohiolegalhelp.org
- What is the difference between credit counseling and debt settlement, debt consolidation, or credit repair? · consumerfinance.gov
- What do I need to know about consolidating my credit card debt? · consumerfinance.gov
- National Foundation for Credit Counseling · nfcc.org
- How long does information stay on my credit report? · consumerfinance.gov
- How to rebuild your credit · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio bankruptcy exemptions retirement income Social Security pensions Chapter 7 Chapter 13 official court legal aid 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB debt consolidation loan risks credit counseling bankruptcy credit report 10 years Chapter 7 7 years Chapter 13 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |