Real ChatGPT answer · index seed9y74IEbiFGYcompleteFinance and banking · personal loanscomparison

Compare the credit scoring models utilized by Avant versus Marcus to determine which lender might be more forgiving of a temporary dip in credit score due to high revolving utilization.

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the credit scoring models utilized by Avant versus Marcus to determine which lender might be more forgiving of a temporary dip in credit score due to high revolving utilization.
4 real searches · 1 real-search pass
Avant credit score model used underwriting FICO VantageScore personal loans officialGoogle ↗
OBSERVED
Marcus by Goldman Sachs personal loan credit score model FICO underwriting officialGoogle ↗
OBSERVED
Avant personal loan credit bureau credit score model revolving utilization underwritingGoogle ↗
OBSERVED
Marcus personal loan credit score model FICO Score 8Google ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Avant credit score model used underwriting FICO VantageScore personal loans official Google ↗
Marcus by Goldman Sachs personal loan credit score model FICO underwriting official Google ↗
Avant personal loan credit bureau credit score model revolving utilization underwriting Google ↗
Marcus personal loan credit score model FICO Score 8 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Avant credit score model used underwriting FICO VantageScore personal loans official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marcus by Goldman Sachs personal loan credit score model FICO underwriting official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Avant personal loan credit bureau credit score model revolving utilization underwriting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marcus personal loan credit score model FICO Score 8
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1