How do dealerships inspect certified pre-owned cars versus standard used inventory and is the peace of mind actually worth the higher price tag
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do dealerships inspect certified pre-owned cars versus standard used inventory and is the peace of mind actually worth the higher price tag
1 real search · 1 real-search pass
manufacturer certified pre-owned program inspection warranty requirements comparison standard used car FTC Buyers Guide used car warrantyGoogle ↗
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 (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 program inspection warranty requirements comparison standard used car FTC Buyers Guide used car warranty Google ↗
- Used Car and Certified Pre-Owned CPO Warranties · consumerreports.org
- How to Compare Certified Pre-Owned Programs · autotrader.com
- Truth About Certified Pre-Owned Cars · consumerreports.org
- Answering Dealers’ Questions about the Revised Used Car Rule · search.ftc.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov