Real ChatGPT answer · index seedfG887OSx7xscompleteAutomotive · car reliability and safetyinformational
Are certified preowned cars inspected by the manufacturer or just the local dealership, and can I trust those multi-point checklists?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are certified preowned cars inspected by the manufacturer or just the local dealership, and can I trust those multi-point checklists?
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
manufacturer certified pre-owned inspection performed by dealer technician manufacturer standards CPO program official FAQ Google ↗
FTC used car certified pre-owned inspection independent mechanic pre purchase inspection advice Google ↗
- Frequently Asked Questions · ford.com
- Mazda Used Cars & Vehicles - Certified Pre-Owned · mazdausa.com
- Certified Pre-Owned (CPO) Cars and SUV · mbusa.com
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Truth About Certified Pre-Owned Cars · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
manufacturer certified pre-owned inspection performed by dealer technician manufacturer standards CPO program official FAQ OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FTC used car certified pre-owned inspection independent mechanic pre purchase inspection advice OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |