HailPath uses real TLC trip data, machine learning, and live signals — weather, events, congestion pricing — to predict which NYC zones will have the most fare activity right now.
App screenshots
HailPath fits into your existing shift — no new habits, just smarter decisions about where to cruise next.
Enter your garage address and the time you need to return. HailPath tracks your countdown and factors your remaining shift into every zone recommendation.
↳ ShiftSetup screenGet a real-time list of nearby zones ranked by demand score. Each card shows why it's hot — rush hour, an event, rain boost, or your personal fare history — plus drive time.
↳ Zone list screenTap GO — HailPath opens Waze, Google Maps, or Apple Maps with the destination pre-set. Mark Got a Fare or No Fare so the model learns your patterns over time.
↳ Opens your nav appThe zone card shows you everything at a glance — demand level, score, signal chips explaining why it ranked there, and how far away it is. Tap to activate, tap GO to navigate.
Every feature was designed around the real workflow of a driver doing an 8-hour NYC shift.
Trained on millions of real NYC TLC yellow cab trip records. Zone scores update every 5 minutes based on live conditions.
Rain, snow, concerts, sports games, and local events all factor into demand scores automatically — zero manual setup.
As your shift end approaches, zones closer to your garage rank higher. You'll never get stranded across town.
Every Got a Fare and No Fare tap improves the model for your specific routes and patterns over time.
Tap GO and HailPath hands off to Waze, Google Maps, or Apple Maps — whichever you prefer, every time.
Not estimated. Not guessed. Built on millions of actual yellow cab pickups from the NYC Taxi & Limousine Commission.
Every plan starts with a 7-day free trial. No charges until your trial ends.
Subscription managed through the App Store. Cancel anytime from your subscription settings.
"I used to spend 20 minutes guessing which neighborhood to hit after a drop. Now I check HailPath, tap GO, and I'm moving. It's changed how I run my whole shift."