Real ChatGPT answer · index seedujCItb3gAYUcompleteAutomotive · car buying processcommercial

Can you compare current auto loan refinance rates from major credit unions versus online lenders?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare current auto loan refinance rates from major credit unions versus online lenders?
3 real searches · 1 real-search pass
2026 auto loan refinance rates credit unions Navy Federal PenFed Alliant DCU current APR refinance ratesGoogle ↗
OBSERVED
2026 auto refinance rates online lenders LightStream Caribou Autopay refinance APRGoogle ↗
OBSERVED
best auto loan refinance rates October 2026 credit unions online lenders advertised APRGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 auto loan refinance rates credit unions Navy Federal PenFed Alliant DCU current APR refinance rates Google ↗
2026 auto refinance rates online lenders LightStream Caribou Autopay refinance APR Google ↗
best auto loan refinance rates October 2026 credit unions online lenders advertised APR Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 auto loan refinance rates credit unions Navy Federal PenFed Alliant DCU current APR refinance rates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 auto refinance rates online lenders LightStream Caribou Autopay refinance APR
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best auto loan refinance rates October 2026 credit unions online lenders advertised APR
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1