Real ChatGPT answer · index seednsyKbwB6Mq4completeFinance and banking · personal loanscomparison

My car needs an urgent fix costing three thousand dollars and I want to know if Upstart or LightStream is the cheaper option overall.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My car needs an urgent fix costing three thousand dollars and I want to know if Upstart or LightStream is the cheaper option overall.
2 real searches · 1 real-search pass
Upstart personal loan APR origination fee minimum loan amount official 2026Google ↗
OBSERVED
LightStream personal loan APR fees minimum loan amount official 2026Google ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Upstart personal loan APR origination fee minimum loan amount official 2026 Google ↗
LightStream personal loan APR fees minimum loan amount official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upstart personal loan APR origination fee minimum loan amount official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
LightStream personal loan APR fees minimum loan amount official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1