Are third-party extended warranties offered by used car dealerships worth buying for a high-mileage delivery vehicle based on current consumer reports?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are third-party extended warranties offered by used car dealerships worth buying for a high-mileage delivery vehicle based on current consumer reports?
3 real searches · 1 real-search pass
Consumer Reports extended car warranties worth it third party used car warranty high mileage commercial delivery use exclusions 2026Google ↗
OBSERVEDReason
FTC extended auto warranties service contracts exclusions claims denial commercial use vehicle deliveryGoogle ↗
OBSERVEDReason
Consumer Reports used car extended warranty survey repair costs reliability service contractGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Consumer Reports extended car warranties worth it third party used car warranty high mileage commercial delivery use exclusions 2026 Google ↗
FTC extended auto warranties service contracts exclusions claims denial commercial use vehicle delivery Google ↗
Consumer Reports used car extended warranty survey repair costs reliability service contract Google ↗
- Best High-Mileage Used Cars and How to Find Them · consumerreports.org
- How to Buy a Used Car: CR's Expert Step-by-Step Guide · consumerreports.org
- Guide to Automobile Service Contracts, Extended Warranties and Other Repair Agreements · insurance.ca.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What to know about auto service contracts and extended warranty scams · consumer.ftc.gov
- How to Shop for an Extended Car Warranty · nerdwallet.com
- Best Extended Car Warranty Companies for Used Cars in 2026 · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Consumer Reports extended car warranties worth it third party used car warranty high mileage commercial delivery use exclusions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC extended auto warranties service contracts exclusions claims denial commercial use vehicle delivery OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Consumer Reports used car extended warranty survey repair costs reliability service contract OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |