Real ChatGPT answer · index seedatkW3O8enGocompleteAutomotive · used carsinformational

Are credit unions currently offering better used auto loan refinancing rates than captive lenders for buyers rebuilding their credit scores after bankruptcy?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are credit unions currently offering better used auto loan refinancing rates than captive lenders for buyers rebuilding their credit scores after bankruptcy?
3 real searches · 1 real-search pass
2026 credit union used auto refinance rates October 2026 advertised APR used car refinancingGoogle ↗
OBSERVEDComparison
2026 captive auto finance refinance policy refinance loans from other lenders manufacturer financeGoogle ↗
OBSERVEDOther / navigational
credit union auto loan after bankruptcy Chapter 7 discharge refinance eligibility auto loanGoogle ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT3 real searches · gpt-6
2026 credit union used auto refinance rates October 2026 advertised APR used car refinancing Google ↗
2026 captive auto finance refinance policy refinance loans from other lenders manufacturer finance Google ↗
credit union auto loan after bankruptcy Chapter 7 discharge refinance eligibility auto loan Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 credit union used auto refinance rates October 2026 advertised APR used car refinancing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2026 captive auto finance refinance policy refinance loans from other lenders manufacturer finance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
credit union auto loan after bankruptcy Chapter 7 discharge refinance eligibility auto loan
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1