Real ChatGPT answer · index seedRnxIjeZieAccompleteFinance and banking · personal loanscomparison

Compare Upgrade and SoFi for a thirty thousand dollar debt consolidation loan keeping in mind we have a strict household budget with three children

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Upgrade and SoFi for a thirty thousand dollar debt consolidation loan keeping in mind we have a strict household budget with three children
3 real searches · 1 real-search pass
SoFi personal loan debt consolidation current APR origination fee repayment terms 2026Google ↗
OBSERVED
Upgrade personal loan debt consolidation current APR origination fee repayment terms 2026Google ↗
OBSERVED
SoFi Upgrade personal loan prequalification soft credit check hardship payment policies 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
SoFi personal loan debt consolidation current APR origination fee repayment terms 2026 Google ↗
Upgrade personal loan debt consolidation current APR origination fee repayment terms 2026 Google ↗
SoFi Upgrade personal loan prequalification soft credit check hardship payment policies 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi personal loan debt consolidation current APR origination fee repayment terms 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Upgrade personal loan debt consolidation current APR origination fee repayment terms 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi Upgrade personal loan prequalification soft credit check hardship payment policies 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1