Real ChatGPT answer · index seeds2w4M7VCRxocompleteFinance and banking · credit scores and repaircommercial

How can I legally protect my credit score and debt utilization ratio if I agree to co-sign a private student loan refinance?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I legally protect my credit score and debt utilization ratio if I agree to co-sign a private student loan refinance?
4 real searches · 1 real-search pass
CFPB co-signing private student loan cosigner responsibilities credit report release cosignerGoogle ↗
OBSERVEDReason
FICO installment loan balance credit score revolving utilization ratio student loan cosignerGoogle ↗
OBSERVEDReason
FTC Credit Practices Rule notice to cosigner 16 CFR 444.3Google ↗
OBSERVEDConsequence
CFPB private student loan refinance cosigner release agreementGoogle ↗
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 (4)
Short factOther / navigationalComparison25%Consequence25%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
CFPB co-signing private student loan cosigner responsibilities credit report release cosigner Google ↗
FICO installment loan balance credit score revolving utilization ratio student loan cosigner Google ↗
FTC Credit Practices Rule notice to cosigner 16 CFR 444.3 Google ↗
CFPB private student loan refinance cosigner release agreement Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB co-signing private student loan cosigner responsibilities credit report release cosigner
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FICO installment loan balance credit score revolving utilization ratio student loan cosigner
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC Credit Practices Rule notice to cosigner 16 CFR 444.3
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CFPB private student loan refinance cosigner release agreement
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1