Real ChatGPT answer · index seedxoDsqAHFkzIcompleteFinance and banking · budgeting and savingcomparison

Is a 529 college savings plan better than a Roth IRA for my toddler when I want flexibility on how the money gets spent

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a 529 college savings plan better than a Roth IRA for my toddler when I want flexibility on how the money gets spent
3 real searches · 1 real-search pass
IRS 529 plan qualified expenses Roth IRA rollover 529 to Roth IRA rules 2026 annual limit 15 years earned income child Roth IRAGoogle ↗
OBSERVED
IRS Roth IRA contributions compensation earned income minor child rulesGoogle ↗
OBSERVED
529 plan nonqualified withdrawal 10% penalty earnings tax rules IRSGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
IRS 529 plan qualified expenses Roth IRA rollover 529 to Roth IRA rules 2026 annual limit 15 years earned income child Roth IRA Google ↗
IRS Roth IRA contributions compensation earned income minor child rules Google ↗
529 plan nonqualified withdrawal 10% penalty earnings tax rules IRS Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 529 plan qualified expenses Roth IRA rollover 529 to Roth IRA rules 2026 annual limit 15 years earned income child Roth IRA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Roth IRA contributions compensation earned income minor child rules
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
529 plan nonqualified withdrawal 10% penalty earnings tax rules IRS
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1