Real ChatGPT answer · index seedPGJIHwUU52QcompleteParenting and family · family financescomparison

How do the tax benefits of a Utah my529 plan stack up against the direct plan in my home state for an out-of-state college grad?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do the tax benefits of a Utah my529 plan stack up against the direct plan in my home state for an out-of-state college grad?
3 real searches · 1 real-search pass
2026 529 plan state tax deduction Texas residents Utah my529 tax benefits officialGoogle ↗
OBSERVEDComparison
Utah my529 state income tax credit deduction 2026 official plan tax benefitsGoogle ↗
OBSERVEDConsequence
Texas 529 plan state income tax deduction no income tax official 2026Google ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational33%Comparison33%Consequence33%ReasonDefinitionInstructionYes / no

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 529 plan state tax deduction Texas residents Utah my529 tax benefits official Google ↗
Utah my529 state income tax credit deduction 2026 official plan tax benefits Google ↗
Texas 529 plan state income tax deduction no income tax official 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 529 plan state tax deduction Texas residents Utah my529 tax benefits official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Utah my529 state income tax credit deduction 2026 official plan tax benefits
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Texas 529 plan state income tax deduction no income tax official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1