Do I really need gap insurance on a brand new sedan I just financed, or is it a waste of money for someone on a strict budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do I really need gap insurance on a brand new sedan I just financed, or is it a waste of money for someone on a strict budget?
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
California Department of Insurance gap insurance auto loan deficiency waiver consumer guidance Google ↗
CFPB auto loan gap insurance optional cost dealer lender consumer advice Google ↗
- Am I required to purchase an extended warranty, Guaranteed Asset Protection (GAP) insurance, or credit insurance from a lender or dealer to get an auto loan? · consumerfinance.gov
- What is Guaranteed Asset Protection (GAP) insurance? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California Department of Insurance gap insurance auto loan deficiency waiver consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB auto loan gap insurance optional cost dealer lender consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |