Real ChatGPT answer · index seedxCTvSs4VhnocompleteFinance and banking · personal loanscomparison

Which is better for minimizing monthly payments between Marcus and Upstart when consolidating twelve thousand dollars of credit card debt

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for minimizing monthly payments between Marcus and Upstart when consolidating twelve thousand dollars of credit card debt
2 real searches · 1 real-search pass
Marcus personal loans new applications 2026 debt consolidation loan terms officialGoogle ↗
OBSERVED
Upstart personal loan debt consolidation APR loan terms monthly payment 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
Marcus personal loans new applications 2026 debt consolidation loan terms official Google ↗
Upstart personal loan debt consolidation APR loan terms monthly payment official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus personal loans new applications 2026 debt consolidation loan terms official
OBSERVED
Google ↗
AI Mode ↗
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of 1
Upstart personal loan debt consolidation APR loan terms monthly payment official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1