Is it worth paying extra for a certified pre-owned warranty on my first car or am I better off buying a standard used car and getting a third party inspection
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying extra for a certified pre-owned warranty on my first car or am I better off buying a standard used car and getting a third party inspection
1 real search · 1 real-search pass
certified pre-owned warranty vs independent pre-purchase inspection used car consumer advice FTC warranty coverageGoogle ↗
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
certified pre-owned warranty vs independent pre-purchase inspection used car consumer advice FTC warranty coverage Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Certified Pre-Owned Cars vs. Used Cars With Warranties · edmunds.com
- Should You Buy a New, Certified Pre-Owned, or Used Car? · consumerreports.org
- Truth About Certified Pre-Owned Cars · consumerreports.org
- CALIFORNIA DEPARTMENT OF INSURANCE · insurance.ca.gov