Real ChatGPT answer · index seedb79fzY3AcIgcompleteFinance and banking · personal loanscomparison

Comparing unsecured loan offers from regional credit unions versus online fintech lenders which option generally yields lower overall borrowing costs

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing unsecured loan offers from regional credit unions versus online fintech lenders which option generally yields lower overall borrowing costs
1 real search · 1 real-search pass
2026 unsecured personal loan credit union average APR origination fees fintech lender comparison CFPB NCUAGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 unsecured personal loan credit union average APR origination fees fintech lender comparison CFPB NCUA Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 unsecured personal loan credit union average APR origination fees fintech lender comparison CFPB NCUA
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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