Real ChatGPT answer · index seedF0UwduJjvlQcompleteFinance and banking · personal loanscomparison

Which lender offers lower total interest for combining multiple student loans right now between LightStream and Best Egg?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which lender offers lower total interest for combining multiple student loans right now between LightStream and Best Egg?
1 real search · 1 real-search pass
LightStream loan use student loan refinancing debt consolidation allowed rates October 2026; Best Egg student loan consolidation refinancing rates 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
LightStream loan use student loan refinancing debt consolidation allowed rates October 2026; Best Egg student loan consolidation refinancing rates 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LightStream loan use student loan refinancing debt consolidation allowed rates October 2026; Best Egg student loan consolidation refinancing rates 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1