Real ChatGPT answer · index seed4CstXr7tfFEcompleteAutomotive · auto financing and leasingcomparison

Are PenFed Credit Union auto loan rates lower than commercial bank rates for a sole proprietor buying a new work vehicle?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are PenFed Credit Union auto loan rates lower than commercial bank rates for a sole proprietor buying a new work vehicle?
2 real searches · 1 real-search pass
PenFed Credit Union new auto loan rates October 2026 official business use sole proprietor vehicle eligibilityGoogle ↗
OBSERVEDOther / navigational
commercial bank new auto loan rates October 2026 business vehicle sole proprietor rates comparisonGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 new auto loan rates October 2026 official business use sole proprietor vehicle eligibility Google ↗
commercial bank new auto loan rates October 2026 business vehicle sole proprietor rates comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed Credit Union new auto loan rates October 2026 official business use sole proprietor vehicle eligibility
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
commercial bank new auto loan rates October 2026 business vehicle sole proprietor rates comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1