Is a certified pre owned car a safer bet than a brand new car for someone who knows nothing about mechanics and maintenance
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a certified pre owned car a safer bet than a brand new car for someone who knows nothing about mechanics and maintenance
1 real search · 1 real-search pass
manufacturer certified pre-owned vehicle warranty inspection requirements compare new car warranty consumer advice FTCGoogle ↗
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 vehicle warranty inspection requirements compare new car warranty consumer advice FTC Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Truth About Certified Pre-Owned Cars · consumerreports.org
- 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