How do I verify if a used car is actually a certified pre owned model or if the dealer is just using that as a marketing trick?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I verify if a used car is actually a certified pre owned model or if the dealer is just using that as a marketing trick?
1 real search · 1 real-search pass
how to verify manufacturer certified pre-owned vehicle VIN official CPO program dealer certification FTC used car Buyers GuideGoogle ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
how to verify manufacturer certified pre-owned vehicle VIN official CPO program dealer certification FTC used car Buyers Guide Google ↗
- NHTSA Recall Lookup · nhtsa.gov
- FTC Used Car Rule · ftc.gov
- Answering Dealers’ Questions about the Revised Used Car Rule · ftc.gov