Can employees use commuter transit benefits for rideshare services like Uber Pool if local public transit is unreliable?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can employees use commuter transit benefits for rideshare services like Uber Pool if local public transit is unreliable?
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 qualified transportation fringe benefits rideshare Uber Pool vanpool transit benefit rules 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
IRS Publication 15-B qualified transportation fringe transit pass commuter highway vehicle definition rideshare OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |