Real ChatGPT answer · index seedcd2AGxfRIxscompleteFinance and banking · credit scores and repairbrand

Credit Karma shows my VantageScore went up fifty points, but my lender pulled my FICO Mortgage Score 5 and it was completely stagnant. Why is there such a massive algorithmic discrepancy between these models right now?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Credit Karma shows my VantageScore went up fifty points, but my lender pulled my FICO Mortgage Score 5 and it was completely stagnant. Why is there such a massive algorithmic discrepancy between these models right now?
2 real searches · 1 real-search pass
VantageScore 3.0 vs FICO Score 5 mortgage score differences utilization collections official FICO VantageScoreGoogle ↗
OBSERVED
FICO mortgage scores 2 4 5 older models tri-merge mortgage lending officialGoogle ↗
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
VantageScore 3.0 vs FICO Score 5 mortgage score differences utilization collections official FICO VantageScore Google ↗
FICO mortgage scores 2 4 5 older models tri-merge mortgage lending official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VantageScore 3.0 vs FICO Score 5 mortgage score differences utilization collections official FICO VantageScore
OBSERVED
Google ↗
AI Mode ↗
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of 1
FICO mortgage scores 2 4 5 older models tri-merge mortgage lending official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1