Real ChatGPT answer · index seedytQdBlXM3PgcompleteFinance and banking · personal loanscomparison

I need to borrow money for dental surgery next week and I am torn between Upstart and Marcus since I have zero experience with personal loans.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to borrow money for dental surgery next week and I am torn between Upstart and Marcus since I have zero experience with personal loans.
3 real searches · 1 real-search pass
Upstart personal loans APR origination fee funding time official 2026Google ↗
OBSERVEDOther / navigational
Marcus by Goldman Sachs personal loans new applications 2026 availabilityGoogle ↗
OBSERVEDOther / navigational
dental surgery financing alternatives medical credit cards dental office payment plans personal loan consumer adviceGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Upstart personal loans APR origination fee funding time official 2026 Google ↗
Marcus by Goldman Sachs personal loans new applications 2026 availability Google ↗
dental surgery financing alternatives medical credit cards dental office payment plans personal loan consumer advice Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upstart personal loans APR origination fee funding time official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Marcus by Goldman Sachs personal loans new applications 2026 availability
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
dental surgery financing alternatives medical credit cards dental office payment plans personal loan consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1