Real ChatGPT answer · index seedk3ot0MHgdOMcompleteFinance and banking · personal loanscomparison

Which is better for consolidating credit card debt, LightStream or Marcus, and do either of them charge origination fees?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for consolidating credit card debt, LightStream or Marcus, and do either of them charge origination fees?
2 real searches · 1 real-search pass
LightStream debt consolidation loan origination fee APR terms 2026Google ↗
OBSERVED
Marcus personal loans debt consolidation availability origination fee 2026 Goldman SachsGoogle ↗
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 debt consolidation loan origination fee APR terms 2026 Google ↗
Marcus personal loans debt consolidation availability origination fee 2026 Goldman Sachs Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LightStream debt consolidation loan origination fee APR terms 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Marcus personal loans debt consolidation availability origination fee 2026 Goldman Sachs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1