Real ChatGPT answer · index seedTw5bITyPQRIcompleteEducation · financial aid and scholarshipscommercial
Which education tax credits apply to graduate school tuition and fees if I am paying out of pocket and need the documentation for my accountant this afternoon?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which education tax credits apply to graduate school tuition and fees if I am paying out of pocket and need the documentation for my accountant this afternoon?
1 real search · 1 real-search pass
IRS 2025 Lifetime Learning Credit graduate students income limits Form 1098-T qualified expenses 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 2025 Lifetime Learning Credit graduate students income limits Form 1098-T qualified expenses Publication 970 Google ↗