Bettersuite

BetterSuite (BetterTaxi) — Ride-hail dispatch lifecycle and driver-telemetry event stream generated on behalf of the independent taxi/TNC operators hosted on the BetterTaxi platform: driver GPS pings (updateDriverLocation), ride-offer/accept/reject events, pickup-arrival and waypoint-arrival timestamps (arrivedToPickup, arriveAtWaypoint), per-minute wait/stopover accrual (updateOrderWaitTime), nearby-available-driver queries, deduplicated recent pickup/dropoff coordinate history, driver KYC/photo approvals, and driver wallet/earnings records. Small but unusually granular: a 7-person vendor (s…

Bettersuite offers (Alternative, Geospatial, Reference) — Modest and fragmented: est. low thousands of completed trips per tenant fleet per month, so aggregate volume depends entirely on how many of the 1,400+ deployments are live rather than dormant licenses. GPS density is the compensating strength — continuous driver-location pushes at roughly 5-15s cadence generate hundreds of location points per trip, so est. 10^7-10^8 location events/month only if a meaningful share of deployments are active (unverified).

Pickup-ETA error correction and curb-arrival modeling; dispatch/matching reward models trained on offer-vs-accept pairs; driver supply-availability and repositioning prediction; surge/wait-time pricing models from per-minute accrual; taxi-rank and curbside demand planning for airports and venues; driver-churn and earnings-elasticity modeling; KYC/document fraud-classifier training from approval-decision history

The data is with 8 years of history.

Coverage spans US, APAC; Application Software, Passenger Ground Services; alternative, geospatial, reference; equities.