Real ChatGPT answer · index seedpL7SVWvMeuIcompleteEducation · financial aid and scholarshipsinformational
How do we report education expenses on our taxes to make sure we maximize the American Opportunity Tax Credit without triggering an audit?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we report education expenses on our taxes to make sure we maximize the American Opportunity Tax Credit without triggering an audit?
1 real search · 1 real-search pass
IRS American Opportunity Tax Credit qualified expenses income limits 2025 2026 Form 8863 Publication 970Google ↗
OBSERVEDReason
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 American Opportunity Tax Credit qualified expenses income limits 2025 2026 Form 8863 Publication 970 Google ↗