Real ChatGPT answer · index seed8uYeexxAwNMcompleteEducation · financial aid and scholarshipscommercial
How does my employer's tuition reimbursement limit interact with federal lifetime learning tax credits when filing my annual tax return?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does my employer's tuition reimbursement limit interact with federal lifetime learning tax credits when filing my annual tax return?
2 real searches · 1 real-search pass
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). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Lifetime Learning Credit employer-provided educational assistance tax-free tuition reimbursement coordination qualified expenses 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
IRS Publication 970 2025 employer-provided educational assistance $5,250 Lifetime Learning Credit OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |