Real ChatGPT answer · index seedMF7s63AOuAQcompleteFinance and banking · budgeting and savingcomparison

Is Credit Karma or Experian better for monitoring our household credit scores while we look into refinancing our mortgage

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Credit Karma or Experian better for monitoring our household credit scores while we look into refinancing our mortgage
2 real searches · 1 real-search pass
Credit Karma credit scores model VantageScore 3.0 Experian free credit score FICO 8 mortgage scores officialGoogle ↗
OBSERVED
mortgage lenders credit scores FICO 2 4 5 mortgage refinance credit reports 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
Credit Karma credit scores model VantageScore 3.0 Experian free credit score FICO 8 mortgage scores official Google ↗
mortgage lenders credit scores FICO 2 4 5 mortgage refinance credit reports official Fannie Mae Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Credit Karma credit scores model VantageScore 3.0 Experian free credit score FICO 8 mortgage scores official
OBSERVED
Google ↗
AI Mode ↗
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of 1
mortgage lenders credit scores FICO 2 4 5 mortgage refinance credit reports official Fannie Mae
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1