Real ChatGPT answer · index seedj78y9jiFXjIcompleteParenting and family · family financescomparison

Can you contrast state tax deductions for the direct-sold 529 plan versus the advisor-sold plan in New York for a low-income household?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you contrast state tax deductions for the direct-sold 529 plan versus the advisor-sold plan in New York for a low-income household?
2 real searches · 1 real-search pass
New York 529 Direct Plan Advisor-Guided Plan state income tax deduction eligibility contribution deduction 2026 officialGoogle ↗
OBSERVEDOther / navigational
New York 529 tax deduction low income household tax liability deduction nonrefundable official NY tax departmentGoogle ↗
OBSERVEDShort fact

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 (2)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
New York 529 Direct Plan Advisor-Guided Plan state income tax deduction eligibility contribution deduction 2026 official Google ↗
New York 529 tax deduction low income household tax liability deduction nonrefundable official NY tax department Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York 529 Direct Plan Advisor-Guided Plan state income tax deduction eligibility contribution deduction 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
New York 529 tax deduction low income household tax liability deduction nonrefundable official NY tax department
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1