Real ChatGPT answer · index seedgnfRnfatsxocompleteEducation · financial aid and scholarshipsinformational
What counts as a qualified tuition and related expense for the American Opportunity Tax Credit versus what gets rejected by the IRS during an audit?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What counts as a qualified tuition and related expense for the American Opportunity Tax Credit versus what gets rejected by the IRS during an audit?
2 real searches · 1 real-search pass
IRS American Opportunity Tax Credit qualified education expenses Publication 970 tuition required fees course materials audit records 2025Google ↗
OBSERVEDReason
IRS Form 8863 instructions American Opportunity Credit qualified expenses books supplies equipment required enrollment 2025Google ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS American Opportunity Tax Credit qualified education expenses Publication 970 tuition required fees course materials audit records 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Form 8863 instructions American Opportunity Credit qualified expenses books supplies equipment required enrollment 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |