Real ChatGPT answer · index seedvBkjJ6f71NMcompleteAutomotive · car reliability and safetycomparison
Is it worth paying extra for certified pre-owned safety warranties on a used SUV or am I better off putting that money into an emergency repair savings account?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying extra for certified pre-owned safety warranties on a used SUV or am I better off putting that money into an emergency repair savings account?
1 real search · 1 real-search pass
manufacturer certified pre-owned vehicle warranty coverage vs extended warranty advice exclusions deductible used SUV consumer guidanceGoogle ↗
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 coverage vs extended warranty advice exclusions deductible used SUV consumer guidance Google ↗
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov