Real ChatGPT answer · index seedYeSI5ins2KMcompleteFinance and banking · student loanscommercial

My daughter is starting college next fall and I want to compare the interest rates on parent plus loans versus private bank options

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

The searches the AI actually ran for this prompt.

SEED QUERY
My daughter is starting college next fall and I want to compare the interest rates on parent plus loans versus private bank options
3 real searches · 1 real-search pass
2026-2027 federal Parent PLUS loan interest rate origination fee official Federal Student Aid July 1 2026 changes loan limitsGoogle ↗
OBSERVED
2027-2028 Parent PLUS loan changes limits July 1 2026 federal law official Department of EducationGoogle ↗
OBSERVED
private parent student loan fixed variable interest rates 2026 bank lender official ratesGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026-2027 federal Parent PLUS loan interest rate origination fee official Federal Student Aid July 1 2026 changes loan limits Google ↗
2027-2028 Parent PLUS loan changes limits July 1 2026 federal law official Department of Education Google ↗
private parent student loan fixed variable interest rates 2026 bank lender official rates Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-2027 federal Parent PLUS loan interest rate origination fee official Federal Student Aid July 1 2026 changes loan limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2027-2028 Parent PLUS loan changes limits July 1 2026 federal law official Department of Education
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
private parent student loan fixed variable interest rates 2026 bank lender official rates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1