Real ChatGPT answer · index seedXaFCXCfyxq8completeEducation · financial aid and scholarshipsinformational
Can I use tax-free education savings bonds for room and board expenses, or does the exclusion only apply to direct payments made to the university for tuition?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use tax-free education savings bonds for room and board expenses, or does the exclusion only apply to direct payments made to the university for tuition?
1 real search · 1 real-search pass
IRS education savings bond exclusion qualified expenses room and board tuition fees Form 8815 Publication 970Google ↗
OBSERVEDComparison
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 education savings bond exclusion qualified expenses room and board tuition fees Form 8815 Publication 970 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Using bonds for higher education · treasurydirect.gov