Real ChatGPT answer · index seedoZsvQLaX1NEcompleteEducation · financial aid and scholarshipscomparison
Should I withdraw money from my state 529 plan or my Roth IRA to pay for my final semester of tuition without taking on more debt?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I withdraw money from my state 529 plan or my Roth IRA to pay for my final semester of tuition without taking on more debt?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
IRS 529 qualified education expenses Roth IRA distributions ordering rules contributions earnings higher education exception Publication 970 2025 Google ↗
Washington state 529 plan tax benefits recapture qualified withdrawals rules DreamAhead GET Google ↗
- Publication 970 · irs.gov
- WA529 FAQs · 529.wa.gov
- GET FAQs · readysetgrad.wa.gov
- College Savings Plans · studentloaned.wa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 529 qualified education expenses Roth IRA distributions ordering rules contributions earnings higher education exception Publication 970 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Washington state 529 plan tax benefits recapture qualified withdrawals rules DreamAhead GET OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |