Real ChatGPT answer · index seedx0EXcyzxiAscompleteAutomotive · auto financing and leasingcomparison

Is it smart to use penfed credit union auto loan rates to refinance a high interest car loan I got during college?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it smart to use penfed credit union auto loan rates to refinance a high interest car loan I got during college?
4 real searches · 1 real-search pass
PenFed Credit Union auto loan refinance rates October 2026 official APR refinanceGoogle ↗
OBSERVEDOther / navigational
CFPB auto loan refinancing what to consider fees loan term total interestGoogle ↗
OBSERVEDComparison
PenFed Credit Union auto loan refinancing rates October 2026 official refinance APR terms feesGoogle ↗
OBSERVEDComparison
auto loan refinancing what to compare APR loan term total interest CFPBGoogle ↗
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 (4)
Short factOther / navigational25%Comparison75%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
PenFed Credit Union auto loan refinance rates October 2026 official APR refinance Google ↗
CFPB auto loan refinancing what to consider fees loan term total interest Google ↗
PenFed Credit Union auto loan refinancing rates October 2026 official refinance APR terms fees Google ↗
auto loan refinancing what to compare APR loan term total interest CFPB Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed Credit Union auto loan refinance rates October 2026 official APR refinance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CFPB auto loan refinancing what to consider fees loan term total interest
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
PenFed Credit Union auto loan refinancing rates October 2026 official refinance APR terms fees
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
auto loan refinancing what to compare APR loan term total interest CFPB
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1