Real ChatGPT answer · index seedsOT2xv278xEcompleteFinance and banking · credit cardscomparison

Does keeping my credit utilization ratio below ten percent actually boost my score faster than keeping it under thirty percent when my wife and I are about to refinance?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does keeping my credit utilization ratio below ten percent actually boost my score faster than keeping it under thirty percent when my wife and I are about to refinance?
2 real searches · 1 real-search pass
FICO credit utilization below 10 percent versus 30 percent mortgage refinance scores reported balance utilization officialGoogle ↗
OBSERVED
mortgage refinance credit scores mortgage FICO models utilization credit card balances reporting date official Fannie MaeGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
FICO credit utilization below 10 percent versus 30 percent mortgage refinance scores reported balance utilization official Google ↗
mortgage refinance credit scores mortgage FICO models utilization credit card balances reporting date official Fannie Mae Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FICO credit utilization below 10 percent versus 30 percent mortgage refinance scores reported balance utilization official
OBSERVED
Google ↗
AI Mode ↗
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mortgage refinance credit scores mortgage FICO models utilization credit card balances reporting date official Fannie Mae
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1