Real ChatGPT answer · index seedOjU3vlBjhjwcompleteFinance and banking · personal loanscomparison

Evaluate Upgrade versus Prosper for a small business owner who needs to consolidate multiple high interest merchant cash advances.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Upgrade versus Prosper for a small business owner who needs to consolidate multiple high interest merchant cash advances.
3 real searches · 1 real-search pass
Upgrade personal loans business use proceeds debt consolidation APR fees loan amounts 2026Google ↗
OBSERVED
Prosper personal loans business use proceeds debt consolidation APR fees loan amounts 2026Google ↗
OBSERVED
Upgrade vs Prosper personal loan eligibility origination fees prepayment penalty 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Upgrade personal loans business use proceeds debt consolidation APR fees loan amounts 2026 Google ↗
Prosper personal loans business use proceeds debt consolidation APR fees loan amounts 2026 Google ↗
Upgrade vs Prosper personal loan eligibility origination fees prepayment penalty official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upgrade personal loans business use proceeds debt consolidation APR fees loan amounts 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Prosper personal loans business use proceeds debt consolidation APR fees loan amounts 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Upgrade vs Prosper personal loan eligibility origination fees prepayment penalty official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1