Is it cheaper to finance a certified pre-owned car through a local credit union or take the promotional interest rate from the dealership
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to finance a certified pre-owned car through a local credit union or take the promotional interest rate from the dealership
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 auto loan rates credit unions certified pre-owned promotional financing manufacturer APR offers Google ↗
2026 certified pre-owned promotional APR financing manufacturer eligibility credit union auto loan compare APR CFPB Google ↗
- Interest Rates · orangecountyscu.org
- Auto Loan Rates | CA Credit Union · ucu.org
- Honda Specials · hondacertified.com
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
- How do I qualify for an advertised 0% auto financing? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 auto loan rates credit unions certified pre-owned promotional financing manufacturer APR offers OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 certified pre-owned promotional APR financing manufacturer eligibility credit union auto loan compare APR CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |