Real ChatGPT answer · index seedw00YxtyAvH0completeFinance and banking · budgeting and savinginformational

What are the current tax advantages of contributing to a state-sponsored 529 college savings plan for our two kids?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current tax advantages of contributing to a state-sponsored 529 college savings plan for our two kids?
3 real searches · 1 real-search pass
2026 529 plan tax benefits qualified expenses federal IRS 2026 K-12 $20,000 lawGoogle ↗
OBSERVED
Texas 529 plan state tax deduction contribution no state income tax officialGoogle ↗
OBSERVED
IRS 529 qualified tuition program Roth IRA rollover 35000 15 years 2026Google ↗
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
2026 529 plan tax benefits qualified expenses federal IRS 2026 K-12 $20,000 law Google ↗
Texas 529 plan state tax deduction contribution no state income tax official Google ↗
IRS 529 qualified tuition program Roth IRA rollover 35000 15 years 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 529 plan tax benefits qualified expenses federal IRS 2026 K-12 $20,000 law
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Texas 529 plan state tax deduction contribution no state income tax official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS 529 qualified tuition program Roth IRA rollover 35000 15 years 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1