Compare pretax commuter transit benefits versus employer parking stipends under the latest IRS fringe benefit limits for downtown offices.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare pretax commuter transit benefits versus employer parking stipends under the latest IRS fringe benefit limits for downtown offices.
1 real search · 1 real-search pass
IRS 2026 qualified transportation fringe benefit monthly limit transit parking 2026 Revenue Procedure 2025Google ↗
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 parking 2026 Revenue Procedure 2025 Google ↗