Real ChatGPT answer · index seed4RhclQ3TnXIcompleteFinance and banking · investing and brokerageshowto

What is the penalty if I take money out of my Roth IRA early to pay for my next semester of college?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the penalty if I take money out of my Roth IRA early to pay for my next semester of college?
2 real searches · 1 real-search pass
IRS Roth IRA distributions ordering rules contributions earnings qualified higher education expenses 10% additional tax exception Publication 590-B 2025Google ↗
OBSERVED
IRS Publication 970 qualified higher education expenses room board eligible educational institutionGoogle ↗
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 Roth IRA distributions ordering rules contributions earnings qualified higher education expenses 10% additional tax exception Publication 590-B 2025 Google ↗
IRS Publication 970 qualified higher education expenses room board eligible educational institution Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Roth IRA distributions ordering rules contributions earnings qualified higher education expenses 10% additional tax exception Publication 590-B 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Publication 970 qualified higher education expenses room board eligible educational institution
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1