Real ChatGPT answer · index seedv9sLAXYQ7IocompleteFinance and banking · personal loanscomparison

Evaluate the pros and cons of adding a co signer with a high debt to income ratio on a PenFed personal loan compared to applying solo with a lower balance.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the pros and cons of adding a co signer with a high debt to income ratio on a PenFed personal loan compared to applying solo with a lower balance.
2 real searches · 1 real-search pass
PenFed personal loan co-borrower cosigner debt-to-income ratio application requirementsGoogle ↗
OBSERVEDReason
PenFed personal loan rates terms eligibility co-applicant joint applicant officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
PenFed personal loan co-borrower cosigner debt-to-income ratio application requirements Google ↗
PenFed personal loan rates terms eligibility co-applicant joint applicant official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed personal loan co-borrower cosigner debt-to-income ratio application requirements
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
PenFed personal loan rates terms eligibility co-applicant joint applicant official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1