Real ChatGPT answer · index seedvZmfoww2KdwcompleteFinance and banking · taxes and tax softwareinformational
What are the income phase out limits for claiming education tax credits this year if my spouse and I file a joint business return?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the income phase out limits for claiming education tax credits this year if my spouse and I file a joint business return?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 education tax credits income phaseout married filing jointly American Opportunity Lifetime Learning IRS tax year 2026 Google ↗
IRS Publication 970 2026 education credits modified adjusted gross income phaseout married filing jointly Google ↗
- 2026 Instructions for Form 8863 · irs.gov
- Education credits - AOTC and LLC · irs.gov
- Publication 5198 (Rev. 7-2026) · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 education tax credits income phaseout married filing jointly American Opportunity Lifetime Learning IRS tax year 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS Publication 970 2026 education credits modified adjusted gross income phaseout married filing jointly OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |