Real ChatGPT answer · index seedROVg7mPvolocompleteFinance and banking · taxes and tax softwareinformational
Are the phase-out income limits for the Lifetime Learning Credit and the American Opportunity Tax Credit adjusted for inflation this filing season?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are the phase-out income limits for the Lifetime Learning Credit and the American Opportunity Tax Credit adjusted for inflation this filing season?
1 real search · 1 real-search pass
IRS 2025 Lifetime Learning Credit American Opportunity Tax Credit phase out income limits inflation adjusted 2026 filing seasonGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
IRS 2025 Lifetime Learning Credit American Opportunity Tax Credit phase out income limits inflation adjusted 2026 filing season Google ↗
- IR-2025-102: IRS releases tax inflation adjustments for tax year 2026, including amendments from the One, Big, Beautiful Bill · content.govdelivery.com
- Instructions for Form 8863 (2025) · irs.gov
- 26 U.S. Code § 25A - American Opportunity and Lifetime Learning credits | U.S. Code | US Law · law.cornell.edu
- 2026 Instructions for Form 8863 · irs.gov