Is an extended warranty actually worth the cost for a used luxury SUV I am buying this afternoon or am I just throwing two thousand dollars away
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is an extended warranty actually worth the cost for a used luxury SUV I am buying this afternoon or am I just throwing two thousand dollars away
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 extended auto warranties service contracts what consumers should know exclusions cancellation claims used car Google ↗
Washington state attorney general vehicle service contract extended warranty consumer protection used car Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- Extended Warranties and Service Contracts · consumer.ftc.gov
- Extended warranties and service contracts · insurance.wa.gov
- Buying Precautions & Used Car Considerations · atg.wa.gov
- I just bought a used vehicle. It doesn't work properly. · washingtonlawhelp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC extended auto warranties service contracts what consumers should know exclusions cancellation claims used car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Washington state attorney general vehicle service contract extended warranty consumer protection used car OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |