Real ChatGPT answer · index seedslF5g1gMKUIcompleteEducation · financial aid and scholarshipsinformational
How does the phase out income threshold for the American Opportunity Tax Credit affect married small business owners filing jointly with two children in college right now
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The searches the AI actually ran for this prompt.
SEED QUERY
How does the phase out income threshold for the American Opportunity Tax Credit affect married small business owners filing jointly with two children in college right now
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
2026 American Opportunity Tax Credit married filing jointly MAGI phaseout threshold IRS 2026 tax year Google ↗
IRS Publication 970 American Opportunity Credit modified adjusted gross income phase out married filing jointly two students 2026 Google ↗
- Internal Revenue Bulletin: 2026-38 · irs.gov
- Education credits - AOTC and LLC · irs.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 26 U.S.C. § 25A: American Opportunity and Lifetime Learning credits · uscode.house.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 American Opportunity Tax Credit married filing jointly MAGI phaseout threshold IRS 2026 tax year OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 970 American Opportunity Credit modified adjusted gross income phase out married filing jointly two students 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |