Real ChatGPT answer · index seedJGVEOjo3JkgcompleteFinance and banking · personal loanscomparison

How do Best Egg loan requirements stack up against Upgrade when you apply with a cosigner to get a lower monthly payment?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Best Egg loan requirements stack up against Upgrade when you apply with a cosigner to get a lower monthly payment?
2 real searches · 1 real-search pass
Best Egg personal loan cosigner co-applicant requirements joint application officialGoogle ↗
OBSERVEDComparison
Upgrade personal loan joint application co-borrower requirements credit score income officialGoogle ↗
OBSERVEDReason

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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / 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
Best Egg personal loan cosigner co-applicant requirements joint application official Google ↗
Upgrade personal loan joint application co-borrower requirements credit score income official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Best Egg personal loan cosigner co-applicant requirements joint application official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Upgrade personal loan joint application co-borrower requirements credit score income official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1