Real ChatGPT answer · index seede9vgUyIbvyEcompleteFinance and banking · budgeting and savingcommercial

What are the most tax-advantaged ways to fund a 529 college savings plan while simultaneously maxing out my Roth IRA for the fiscal year?

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most tax-advantaged ways to fund a 529 college savings plan while simultaneously maxing out my Roth IRA for the fiscal year?
4 real searches · 1 real-search pass
IRS 2026 IRA contribution limits Roth IRA 2026 income phase out officialGoogle ↗
OBSERVEDReason
IRS 2026 annual gift tax exclusion 529 five year election officialGoogle ↗
OBSERVEDDefinition
New York 529 state income tax deduction contribution limit 2026 officialGoogle ↗
OBSERVEDDefinition
IRS 529 to Roth IRA rollover requirements 15 years 35000 officialGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason50%Definition50%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 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 2026 IRA contribution limits Roth IRA 2026 income phase out official Google ↗
IRS 2026 annual gift tax exclusion 529 five year election official Google ↗
New York 529 state income tax deduction contribution limit 2026 official Google ↗
IRS 529 to Roth IRA rollover requirements 15 years 35000 official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 IRA contribution limits Roth IRA 2026 income phase out official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS 2026 annual gift tax exclusion 529 five year election official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
New York 529 state income tax deduction contribution limit 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
IRS 529 to Roth IRA rollover requirements 15 years 35000 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1