Is the powertrain extended warranty worth the extra cost on a new luxury SUV or do modern cars rarely have major engine failures?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the powertrain extended warranty worth the extra cost on a new luxury SUV or do modern cars rarely have major engine failures?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
new vehicle extended warranty worth it powertrain warranty reliability major engine failure luxury SUV Consumer Reports FTC Google ↗
luxury SUV reliability engine transmission repair costs 2025 reliability study J.D. Power Google ↗
- 2026 U.S. Vehicle Dependability Study (VDS) · jdpower.com
- What is an extended warranty or vehicle service contract? · consumerfinance.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
new vehicle extended warranty worth it powertrain warranty reliability major engine failure luxury SUV Consumer Reports FTC OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
luxury SUV reliability engine transmission repair costs 2025 reliability study J.D. Power OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |