Is it better to get preapproved for an auto loan through a credit union like PenFed or use manufacturer promotional financing this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to get preapproved for an auto loan through a credit union like PenFed or use manufacturer promotional financing this month?
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
PenFed Credit Union auto loan rates October 2026 new car APR official Google ↗
manufacturer new car promotional financing offers October 2026 0% APR official Google ↗
- Auto Loans New & Used Cars: Rates + Calculator · penfed.org
- Frequently Asked Questions (FAQs) · penfed.org
- Current Mazda Incentives & Special Offers · mazdausa.com
- Special Finance Offers | Lease Deals · hyundaiusa.com
- audiusa.com · audiusa.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed Credit Union auto loan rates October 2026 new car APR official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
manufacturer new car promotional financing offers October 2026 0% APR official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |