Real ChatGPT answer · index seedD27JHoxeLrkcompleteAutomotive · car reliability and safetycomparison
Are third party extended car warranties actually worth the money compared to just paying for repairs out of pocket
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are third party extended car warranties actually worth the money compared to just paying for repairs out of pocket
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
FTC consumer advice extended auto warranties service contracts exclusions claims cancellation Google ↗
Consumer Reports extended car warranties worth it third party warranty reliability repair costs Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What to know about auto service contracts and extended warranty scams · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC consumer advice extended auto warranties service contracts exclusions claims cancellation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Consumer Reports extended car warranties worth it third party warranty reliability repair costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |