Real ChatGPT answer · index seedtTkxUFy0WqocompleteFinance and banking · taxes and tax softwarecommercial
What counts as eligible expenses for the lifetime learning credit because I want to make sure I am claiming the right amount before I file.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What counts as eligible expenses for the lifetime learning credit because I want to make sure I am claiming the right amount before I file.
1 real search · 1 real-search pass
IRS Lifetime Learning Credit qualified education expenses tuition fees books supplies required purchased directly institution 2025Google ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
IRS Lifetime Learning Credit qualified education expenses tuition fees books supplies required purchased directly institution 2025 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Instructions for Form 8863 (2025) · irs.gov
- Qualified Ed expenses · irs.gov
- Lifetime Learning Credit information · irs.gov