Real ChatGPT answer · index seedk91G5ZxppqEcompleteEducation · financial aid and scholarshipscommercial

Are there any tax penalties if I use my 529 plan to pay for my son's graduate school entrance exam prep courses and application fees?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any tax penalties if I use my 529 plan to pay for my son's graduate school entrance exam prep courses and application fees?
2 real searches · 1 real-search pass
IRS 529 qualified higher education expenses application fees entrance exam preparation courses Publication 970 2026Google ↗
OBSERVED
New Jersey 529 nonqualified withdrawal state tax penalty earnings 10 percentGoogle ↗
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
IRS 529 qualified higher education expenses application fees entrance exam preparation courses Publication 970 2026 Google ↗
New Jersey 529 nonqualified withdrawal state tax penalty earnings 10 percent Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 529 qualified higher education expenses application fees entrance exam preparation courses Publication 970 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Jersey 529 nonqualified withdrawal state tax penalty earnings 10 percent
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1