How do commuter benefit debit cards work and what is the current monthly pre-tax limit set by the federal government?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do commuter benefit debit cards work and what is the current monthly pre-tax limit set by the federal government?
1 real search · 1 real-search pass
IRS 2026 qualified transportation fringe benefit monthly limit transit pass commuter highway vehicle parking 2026 Revenue ProcedureGoogle ↗
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 2026 qualified transportation fringe benefit monthly limit transit pass commuter highway vehicle parking 2026 Revenue Procedure Google ↗
- Publication 15-B (2026), Employer’s Tax Guide to Fringe Benefits · irs.gov
- . Part III Administrative, Procedural, · eitc.irs.gov
- 26 U.S.C. § 132: Certain fringe benefits · uscode.house.gov