Real ChatGPT answer · index seed4iNut6tKIlMcompleteParenting and family · family financesinformational
What are the state tax deductions for contributing to a 529 college savings plan if we live in Ohio?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the state tax deductions for contributing to a 529 college savings plan if we live in Ohio?
2 real searches · 1 real-search pass
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)
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
Ohio 529 tax deduction 2026 Ohio adjusted gross income deduction contribution limit official tax department Google ↗
Ohio 529 contribution state income tax deduction 2026 annual limit per beneficiary official Ohio Google ↗
- Income · tax.ohio.gov
- Section 5747.70 - Ohio Revised Code · codes.ohio.gov
- Learn About Ohio 529 Plan · collegeadvantage.com
- 529 Plans: Questions and answers · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio 529 tax deduction 2026 Ohio adjusted gross income deduction contribution limit official tax department OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ohio 529 contribution state income tax deduction 2026 annual limit per beneficiary official Ohio OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |