Real ChatGPT answer · index seedwBL9qgaSbqkcompleteEducation · financial aid and scholarshipscomparison

Is a federal Direct PLUS loan actually better than a private parent loan for covering my daughter tuition gap this year

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a federal Direct PLUS loan actually better than a private parent loan for covering my daughter tuition gap this year
3 real searches · 1 real-search pass
2026-2026 federal Parent PLUS loan interest rate origination fee 2026-27 July 1 2026 official StudentAid.govGoogle ↗
OBSERVED
Parent PLUS loan limits July 1 2026 annual aggregate cap 2026 law officialGoogle ↗
OBSERVED
private parent student loans compare federal Parent PLUS protections CFPBGoogle ↗
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
2026-2026 federal Parent PLUS loan interest rate origination fee 2026-27 July 1 2026 official StudentAid.gov Google ↗
Parent PLUS loan limits July 1 2026 annual aggregate cap 2026 law official Google ↗
private parent student loans compare federal Parent PLUS protections CFPB Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-2026 federal Parent PLUS loan interest rate origination fee 2026-27 July 1 2026 official StudentAid.gov
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Parent PLUS loan limits July 1 2026 annual aggregate cap 2026 law official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
private parent student loans compare federal Parent PLUS protections CFPB
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1