Real ChatGPT answer · index seedBPORV0bPadUcompleteParenting and family · family financesinformational
What are the tax implications of using a robo-advisor to manage money that was originally set aside for my children's future education?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the tax implications of using a robo-advisor to manage money that was originally set aside for my children's future education?
4 real searches · 1 real-search pass
IRS 529 qualified tuition program tax treatment distributions nonqualified 10% additional tax 2026Google ↗
OBSERVEDConsequence
IRS Publication 550 investment income capital gains dividends brokerage account taxGoogle ↗
OBSERVEDReason
IRS 529 plan rollover Roth IRA 15 year 35000 SECURE 2.0Google ↗
OBSERVEDConsequence
IRS UGMA UTMA kiddie tax investment income children 2026Google ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
IRS 529 qualified tuition program tax treatment distributions nonqualified 10% additional tax 2026 Google ↗
IRS Publication 550 investment income capital gains dividends brokerage account tax Google ↗
IRS 529 plan rollover Roth IRA 15 year 35000 SECURE 2.0 Google ↗
IRS UGMA UTMA kiddie tax investment income children 2026 Google ↗
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 529 qualified tuition program tax treatment distributions nonqualified 10% additional tax 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Publication 550 investment income capital gains dividends brokerage account tax OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS 529 plan rollover Roth IRA 15 year 35000 SECURE 2.0 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS UGMA UTMA kiddie tax investment income children 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |