Real ChatGPT answer · index seedwGfyX5XXvZAcompleteFinance and banking · personal loanscomparison

Compare Marcus and Upstart for someone with a credit score of 700 who wants to consolidate eight thousand dollars of credit card debt while keeping monthly expenses as low as possible

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Marcus and Upstart for someone with a credit score of 700 who wants to consolidate eight thousand dollars of credit card debt while keeping monthly expenses as low as possible
2 real searches · 1 real-search pass
Marcus personal loans current APR range loan amounts terms origination fee 2026Google ↗
OBSERVEDConsequence
Upstart personal loans current APR range loan amounts terms origination fee 2026 credit score 700Google ↗
OBSERVEDConsequence

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.

ChatGPT real searches (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Marcus personal loans current APR range loan amounts terms origination fee 2026 Google ↗
Upstart personal loans current APR range loan amounts terms origination fee 2026 credit score 700 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus personal loans current APR range loan amounts terms origination fee 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Upstart personal loans current APR range loan amounts terms origination fee 2026 credit score 700
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1