What strategies can a small employer use to design a sustainable tuition reimbursement program for hourly workers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What strategies can a small employer use to design a sustainable tuition reimbursement program for hourly workers?
2 real searches · 1 real-search pass
2026 IRS employer educational assistance program section 127 $5,250 limit tax-free student loan repayment qualified expenses written plan nondiscriminationGoogle ↗
OBSERVEDOther / navigational
small business tuition reimbursement program hourly workers best practices retention completion direct pay clawback policyGoogle ↗
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 (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
ChatGPT2 real searches · gpt-6
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IRS employer educational assistance program section 127 $5,250 limit tax-free student loan repayment qualified expenses written plan nondiscrimination OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
small business tuition reimbursement program hourly workers best practices retention completion direct pay clawback policy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |