Real ChatGPT answer · index seedTc9SiU3tqWgcompleteFinance and banking · personal loanscomparison

How do origination fee costs differ between LightStream and SoFi if I borrow fifteen thousand dollars to consolidate my adult child's education debt?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do origination fee costs differ between LightStream and SoFi if I borrow fifteen thousand dollars to consolidate my adult child's education debt?
2 real searches · 1 real-search pass
LightStream personal loan origination fee no fees debt consolidation official 2026Google ↗
OBSERVED
SoFi personal loan origination fee 0% to 7% official 2026 debt consolidation education loansGoogle ↗
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
LightStream personal loan origination fee no fees debt consolidation official 2026 Google ↗
SoFi personal loan origination fee 0% to 7% official 2026 debt consolidation education loans Google ↗
  1. Consumer Loans · lightstream.com
  2. The Basics of a SoFi Personal Loan! · support.sofi.com
  3. SoFi 2026 Personal Loan Review · nerdwallet.com
  4. Best Debt Consolidation Loans for 2026 · experian.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LightStream personal loan origination fee no fees debt consolidation official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi personal loan origination fee 0% to 7% official 2026 debt consolidation education loans
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1