Is a five hundred twenty nine plan better than a Roth IRA for my grandchild when I want to fund their future education starting this afternoon?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a five hundred twenty nine plan better than a Roth IRA for my grandchild when I want to fund their future education starting this afternoon?
3 real searches · 1 real-search pass
2026 IRS 529 plans qualified education expenses Roth IRA contributions earned income education withdrawal rulesGoogle ↗
OBSERVEDReason
Virginia 529 tax deduction grandparent contributions 2026 official Virginia529Google ↗
OBSERVEDOther / navigational
2026 FAFSA grandparent owned 529 distributions student income rule official Federal Student AidGoogle ↗
OBSERVEDDefinition
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 IRS 529 plans qualified education expenses Roth IRA contributions earned income education withdrawal rules Google ↗
Virginia 529 tax deduction grandparent contributions 2026 official Virginia529 Google ↗
2026 FAFSA grandparent owned 529 distributions student income rule official Federal Student Aid Google ↗
- Filling Out the FAFSA Form · fsapartners.ed.gov
- Understanding the 529 Plan Grandparent Loophole · investor.vanguard.com
- Deductions · prd-tax.virginiainteractive.org
- Invest529 for Virginia Residents · invest529.com
- Topic no. 313, Qualified tuition programs (QTPs) · irs.gov
- 529 rollover to Roth IRA: 2026 rules, steps and penalties · investor.vanguard.com
- Official Virginia Invest529 website · invest529.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IRS 529 plans qualified education expenses Roth IRA contributions earned income education withdrawal rules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Virginia 529 tax deduction grandparent contributions 2026 official Virginia529 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 FAFSA grandparent owned 529 distributions student income rule official Federal Student Aid OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |