Real ChatGPT answer · index seedvV9Tr7wVOvccompleteFinance and banking · personal loanscomparison

Evaluate Prosper versus Upstart for consolidating credit card debt while trying to boost my personal credit score before applying for a commercial lease.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Prosper versus Upstart for consolidating credit card debt while trying to boost my personal credit score before applying for a commercial lease.
3 real searches · 1 real-search pass
Prosper personal loans debt consolidation APR origination fee soft credit check official 2026Google ↗
OBSERVED
Upstart personal loans debt consolidation APR origination fee soft credit check official 2026Google ↗
OBSERVED
FICO credit utilization installment loan credit card debt consolidation score impact 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
Prosper personal loans debt consolidation APR origination fee soft credit check official 2026 Google ↗
Upstart personal loans debt consolidation APR origination fee soft credit check official 2026 Google ↗
FICO credit utilization installment loan credit card debt consolidation score impact official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Prosper personal loans debt consolidation APR origination fee soft credit check official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Upstart personal loans debt consolidation APR origination fee soft credit check official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO credit utilization installment loan credit card debt consolidation score impact official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1