How do recent updates to tax law affect the interaction between 529 plan distributions and claiming the American Opportunity Tax Credit?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do recent updates to tax law affect the interaction between 529 plan distributions and claiming the American Opportunity Tax Credit?
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
2025 2026 tax law changes 529 plans American Opportunity Tax Credit coordination IRS OBBBA Google ↗
IRS Publication 970 2025 529 distributions American opportunity credit coordination qualified expenses Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- PUBLIC LAW 119–21—JULY 4, 2025 · congress.gov
- Topic no. 313, Qualified tuition programs (QTPs) · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 tax law changes 529 plans American Opportunity Tax Credit coordination IRS OBBBA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 970 2025 529 distributions American opportunity credit coordination qualified expenses OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |