Real ChatGPT answer · index seed6q62aR2azb4completeEducation · financial aid and scholarshipshowto

My son needs a cosigner for a private student loan, and I want to know the steps to compare rates without hurting my credit score too much.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My son needs a cosigner for a private student loan, and I want to know the steps to compare rates without hurting my credit score too much.
2 real searches · 1 real-search pass
private student loan cosigner prequalification soft credit check lenders 2026 officialGoogle ↗
OBSERVED
FICO rate shopping student loans hard inquiries 14 45 days officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
private student loan cosigner prequalification soft credit check lenders 2026 official Google ↗
FICO rate shopping student loans hard inquiries 14 45 days official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
private student loan cosigner prequalification soft credit check lenders 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO rate shopping student loans hard inquiries 14 45 days official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1