Taxi & Private Hire Fleet, Dispatch, Tracking & Booking App
A self-service booking and live-tracking app for an existing licensed taxi or private hire fleet: riders book and track in real time, drivers get matched automatically, admin sees and manages the whole fleet from one dashboard.
This blueprint is free. Copy the master prompt below, build it with your own time, and the only outlay is a few low-cost tool subscriptions. Use it inside your own business, or sell it to clients. The numbers further down are what you can charge, not what you pay.

Why Your Local Taxi Company Still Feels Stuck in 2010
Read the articleWho you sell it to
Existing licensed taxi or private hire companies (typically 5-50 vehicles) still dispatching by phone or radio. Best fit: an owner or dispatch office feeling the ceiling of how many bookings one dispatcher can handle manually, or losing bookings to modern ride-app competitors because customers can't see where their driver is.
If you sell it, here is the money picture:
The first tile is the value of your client's own jobs, which is the reason they will pay you. The other two tiles are what you charge them.
How it works
A rider requests a trip and sees an upfront fare estimate; the system automatically matches the nearest online driver, offering the request to the next-nearest driver if one doesn't respond in time. Once matched, the rider watches their driver's live location on a map, gets clear status updates through pickup and the trip itself, and is charged automatically at completion. The driver gets requests via app alert and SMS backup, navigates using their existing maps app, and updates status with one-tap buttons.
The admin sees the whole fleet live on one map, can manually reassign trips, manage the driver roster, and pull fleet-wide performance analytics. Location tracking runs while the app is open and active, which naturally covers the moments it's actually needed (during a trip); waiting drivers get alerted to new requests via push and SMS rather than needing constant background tracking.
What to expect
This is the most complex build in the pro-prompt library and should be scoped and priced accordingly, realistically several days of focused build and testing time, not a single afternoon. The three-role architecture (rider/driver/admin sharing one backend) is the right structure, but expect real iteration on the matching and cascading-offer logic, test it with multiple simulated drivers online at once, not just one, to catch bugs in how offers move from one driver to the next. The real-time map updates need testing on an actual mobile device, not just desktop browser, since that's how both riders and drivers will actually use it.
Be direct with the client about the two-stage location-tracking approach: the Lovable build itself tracks live position only while the app is open and active, which is all you need to build and test the full flow. True always-on background tracking gets added at the AppBuild.DIY wrap stage, by enabling the Background Geolocation plugin in its Native Capabilities panel, which also handles the Google Play and Apple compliance steps that capability triggers. Budget time for that extra store review, Google Play in particular wants a background-location declaration and a demo video before approving it.
Common follow-up requests once live: scheduled/advance bookings rather than only on-demand, a simple in-app chat or call-masking between rider and driver, and surge or time-of-day pricing rules layered onto the base fare structure.
Master prompt
You are an expert full-stack builder. Build a production-ready tool that… (the complete master prompt, custom input fields, build phases, pricing guidance and sales script are part of this blueprint.)
Build phases
Required tools
Lovable or Base44
AI app builder for the core three-role web application
Lovable from $25/mo, Base44 from $20/mo
Sign upSupabase or Lovable Cloud
Database, authentication, and realtime location/status sync between rider, driver, and admin views
Free tier available, usage-based beyond that
Sign upGoogle Maps or Mapbox Directions API
Route distance for fare calculation and live map display
Usage-based, both offer a free monthly usage tier
Sign upStripe
Rider payment, charged automatically at trip completion
2.9% + 30c per transaction (standard rate)
Sign upTwilio
SMS fallback alerts to drivers for new ride requests
Pay-per-message, roughly $0.0079/SMS in the US
Sign upAppBuild.DIY (Vibes)
Wraps the deployed web app into native iOS/Android apps plus a polished PWA. Enable the Background Geolocation plugin (Native Capabilities panel) for real always-on driver tracking, and native push notifications for reliable new-request alerts. Handles branding and app store submission, including the platform compliance declarations background location triggers.
Free up to 10 users, $49/mo for 1,000 users, $99/mo unlimited
Sign up