Real ChatGPT answer · index seedesIH56V31lEcompleteFinance and banking · personal loanscomparison

Evaluate the checking prequalification impact on my FICO score when simultaneously shopping between Marcus and Discover for a mid-tier personal loan.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the checking prequalification impact on my FICO score when simultaneously shopping between Marcus and Discover for a mid-tier personal loan.
3 real searches · 1 real-search pass
Marcus personal loans prequalification soft credit inquiry hard inquiry current policyGoogle ↗
OBSERVED
Discover personal loans prequalification soft credit inquiry hard inquiry current policyGoogle ↗
OBSERVED
FICO rate shopping personal loans inquiry window 14 45 days scoring modelsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Marcus personal loans prequalification soft credit inquiry hard inquiry current policy Google ↗
Discover personal loans prequalification soft credit inquiry hard inquiry current policy Google ↗
FICO rate shopping personal loans inquiry window 14 45 days scoring models Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus personal loans prequalification soft credit inquiry hard inquiry current policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Discover personal loans prequalification soft credit inquiry hard inquiry current policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO rate shopping personal loans inquiry window 14 45 days scoring models
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1