Is it safer to buy a certified pre owned vehicle from a franchise dealership or an independent lot when shopping for a reliable household commuter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safer to buy a certified pre owned vehicle from a franchise dealership or an independent lot when shopping for a reliable household commuter?
1 real search · 1 real-search pass
manufacturer certified pre-owned vehicle program requirements warranty inspection independent used car dealer buyer advice FTC vehicle history independent mechanicGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
manufacturer certified pre-owned vehicle program requirements warranty inspection independent used car dealer buyer advice FTC vehicle history independent mechanic Google ↗
- Truth About Certified Pre-Owned Cars · consumerreports.org
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Used Cars · consumer.ftc.gov
Queries
1 queries · click a column to sort