Real ChatGPT answer · index seed27Yy1RYEF9wcompleteAutomotive · car reliability and safetycommercial
My husband and I are trying to decide if purchasing an extended auto warranty for our certified pre-owned Honda CRV is actually worth the money or just a waste of cash.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are trying to decide if purchasing an extended auto warranty for our certified pre-owned Honda CRV is actually worth the money or just a waste of cash.
3 real searches · 1 real-search pass
Are extended car warranties worth it consumer advice reliability repair costs Honda CR-VGoogle ↗
OBSERVEDComparison
HondaTrue Certified warranty coverage Honda official 2026 Certified Pre-Owned Honda warrantyGoogle ↗
OBSERVEDOther / navigational
Honda extended vehicle service contract coverage exclusions cancellation official Honda CareGoogle ↗
OBSERVEDComparison
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
Are extended car warranties worth it consumer advice reliability repair costs Honda CR-V Google ↗
HondaTrue Certified warranty coverage Honda official 2026 Certified Pre-Owned Honda warranty Google ↗
Honda extended vehicle service contract coverage exclusions cancellation official Honda Care Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Are extended car warranties worth it consumer advice reliability repair costs Honda CR-V OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
HondaTrue Certified warranty coverage Honda official 2026 Certified Pre-Owned Honda warranty OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Honda extended vehicle service contract coverage exclusions cancellation official Honda Care OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |