Real ChatGPT answer · index seedlFVnV1pUjnEcompleteAutomotive · auto financing and leasingbrand

How do penfed auto loans compare to manufacturer financing specials from brands like Kia and Hyundai?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do penfed auto loans compare to manufacturer financing specials from brands like Kia and Hyundai?
2 real searches · 1 real-search pass
PenFed Credit Union auto loan rates October 2026 new car APR officialGoogle ↗
OBSERVEDOther / navigational
Kia finance current October 2026 APR offers Hyundai Motor Finance current October 2026 special financing offers officialGoogle ↗
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). 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 ↗
Kia finance current October 2026 APR offers Hyundai Motor Finance current October 2026 special financing offers official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed Credit Union auto loan rates October 2026 new car APR official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kia finance current October 2026 APR offers Hyundai Motor Finance current October 2026 special financing offers official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1