Real ChatGPT answer · index seedl6U5IVyDAdscompleteFinance and banking · credit scores and repairinformational
How do credit scoring algorithms treat a voluntary surrender on an auto loan compared to a traditional repossession when calculating my recovery timeline?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do credit scoring algorithms treat a voluntary surrender on an auto loan compared to a traditional repossession when calculating my recovery timeline?
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
FICO credit scoring voluntary surrender auto loan compared repossession credit report seven years date first delinquency Google ↗
CFPB voluntary repossession auto loan deficiency balance credit report seven years Google ↗
- How Long Does a Repossession Stay on Your Credit Report? · experian.com
- How long does information stay on my credit report? · consumerfinance.gov
- How Does Repossession Affect Your FICO® Score? · myfico.com
- What happens if my car is repossessed? · consumerfinance.gov
- How Will a Voluntary Surrender Impact My Credit Score? · experian.com
- Voluntary Surrender vs. Repossession · experian.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FICO credit scoring voluntary surrender auto loan compared repossession credit report seven years date first delinquency OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB voluntary repossession auto loan deficiency balance credit report seven years OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |