Real ChatGPT answer · index seedY6yxgSBHIHUcompleteFinance and banking · personal loanscomparison

Compare Marcus and Upstart for a recent college graduate with zero credit history who needs to consolidate three thousand in credit card debt.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Marcus and Upstart for a recent college graduate with zero credit history who needs to consolidate three thousand in credit card debt.
3 real searches · 1 real-search pass
Marcus personal loans new applications status 2026 Upstart borrower requirements credit history debt consolidationGoogle ↗
OBSERVED
Marcus personal loans accepting new applications 2026 official MarcusGoogle ↗
OBSERVED
Upstart personal loan minimum credit history no credit history debt consolidation official requirements APR feesGoogle ↗
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 new applications status 2026 Upstart borrower requirements credit history debt consolidation Google ↗
Marcus personal loans accepting new applications 2026 official Marcus Google ↗
Upstart personal loan minimum credit history no credit history debt consolidation official requirements APR fees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus personal loans new applications status 2026 Upstart borrower requirements credit history debt consolidation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marcus personal loans accepting new applications 2026 official Marcus
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Upstart personal loan minimum credit history no credit history debt consolidation official requirements APR fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1