Real ChatGPT answer · index seedqPIkg9rt62kcompleteAutomotive · car reliability and safetycomparison
Are extended auto warranties worth the peace of mind on a luxury used car or do repair savings usually not match the premium
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are extended auto warranties worth the peace of mind on a luxury used car or do repair savings usually not match the premium
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
extended car warranty worth it luxury used car repair costs exclusions consumer advice Google ↗
luxury car reliability repair costs extended warranty manufacturer certified pre-owned warranty consumer reports Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- Extended Warranties and Service Contracts · consumer.ftc.gov
- Certified Pre-Owned Cars vs. Used Cars With Warranties · edmunds.com
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
extended car warranty worth it luxury used car repair costs exclusions consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
luxury car reliability repair costs extended warranty manufacturer certified pre-owned warranty consumer reports OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |