Real ChatGPT answer · index seedba2MIEyySO8completeAutomotive · auto financing and leasingcomparison

Can you break down the pros and cons of PenFed credit union auto loan rates versus financing directly through a Toyota dealership.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down the pros and cons of PenFed credit union auto loan rates versus financing directly through a Toyota dealership.
2 real searches · 1 real-search pass
PenFed Credit Union auto loan rates November 2026 official rates APR new used auto loansGoogle ↗
OBSERVEDOther / navigational
Toyota Financial Services promotional APR offers November 2026 official Toyota financing incentivesGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

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 November 2026 official rates APR new used auto loans Google ↗
Toyota Financial Services promotional APR offers November 2026 official Toyota financing incentives Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed Credit Union auto loan rates November 2026 official rates APR new used auto loans
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Toyota Financial Services promotional APR offers November 2026 official Toyota financing incentives
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1