iOS navigation app with its own routing engine — no per-request map fees.
LanePoint is a complete iOS navigation app — turn-by-turn directions, voice guidance, live traffic avoidance, automatic rerouting. It reached TestFlight and was driven on real roads. I stopped because I ran out of funding, not because anything broke. Why it's built this way Waze and Google Maps are free, and you can't beat them at their own game. Waze's users are its traffic sensors — every new driver makes its data better and costs Waze nothing. A paid app costs money per driver instead. Competing on who spots jams fastest is unwinnable, so LanePoint doesn't try. It's built on three different bets. 1. Own the routing engine. LanePoint runs Valhalla — an open-source router — on its own server, built from OpenStreetMap data. Routing therefore costs nothing per request, however many users you have. But the bigger reason is control: when you own the map data you can change it. With Google's API you get whatever route you're handed. 2. Fix what every car routing engine gets wrong. They can't see traffic lights. A four-mile road with fifteen red lights gets priced as if you sail through every one — so a light-heavy shortcut beats a road that's genuinely faster, and the arrival time is a fiction. Owning the map data is what makes this fixable. I built and measured a model that counts signalised junctions from OpenStreetMap, converts them into a time cost, and writes it back into the routing data as a reduced daytime speed. On my test corridor it dropped the assumed speed on a signalised highway from 44 to 39 mph and added a minute to a 22-minute trip — an arrival time that contains the lights instead of pretending they aren't there. 3. Stay deliberately small. A traffic-avoidance app only works while its users are a small slice of the traffic. Send everybody down the same shortcut and they become the jam. So membership is capped in code — globally and per metro, with a waitlist. It's a real engineering constraint, and it doubles as positioning: a membership service for people who value their time and their privacy, rather than a free app competing with two free apps. What's included 12,000 lines of TypeScript, a Node backend, 258 passing tests that run without a phone or simulator, and 5,700 lines of documentation — including step-by-step runbooks for standing up the routing server from scratch. Truck routing with height and weight limits is implemented. No ads and no tracking anywhere: trip history stays on the phone. Honest status No users, no revenue, never publicly launched. Navigation, voice, map-matching and routing are verified on real roads. The billing system is written and tested but has never processed a real purchase. Traffic avoidance is coded and unit-tested but has never been watched rerouting around an actual jam. Tech: React Native / Expo, TypeScript, Node + Express, Postgres, Valhalla, OpenStreetMap, HERE, Apple Maps. Not included: my Apple Developer account, API keys, hosting, and the user database (real people's accounts — not mine to sell). The buyer uses their own; every setting is documented. Sold strictly as-is. No post-sale support, setup assistance, consulting or maintenance is included or available. The documentation is thorough and written for someone taking this over cold — that's deliberate, because it's all the handover there is. Please factor that in before making an offer.
Project details
Next step: <p><strong>Immediate, using what's already built:</strong></p><p>• Switch on billing — the credit system is complete in code. It needs store products created and one webhook configured.</p><p>• Validate traffic avoidance on real drives. The logic is written and unit-tested but has never been watched rerouting around an actual jam. This is the product's central claim.</p><p>• Apply the nationwide traffic-signal data. It was computed for the whole US but only ever applied to one metro.</p><p><strong>Clear next features:</strong></p><p>• <strong>Multi-stop routing</strong> — the biggest gap. Valhalla supports intermediate waypoints natively, so this is app work, not engine work. Delivery and trades drivers need it.</p><p>• <strong>Android</strong> — the codebase is React Native and the package is configured, but no Android build has ever been made.</p><p>• <strong>Driver-configurable routing rules</strong> — designed but not built. Things like "don't send me through residential streets unless it saves more than 4 minutes." No major navigation app offers this; they all give you on/off toggles with no thresholds.</p><p>• <strong>Better speed data</strong> — route quality is capped by it. On the test corridor ~85% of the route ran on speeds inferred from road class rather than read from the map. Free sources were investigated and measured; the findings are documented.</p><p><strong>Commercial directions:</strong> the truck routing with height and weight limits is already implemented, which makes fleet and delivery a more natural market than consumer navigation — where you'd be competing with two free apps.</p>
For sale
Asking price: $2,000 USD
What's included
Source code, All related design work
• Complete technical documentation (5,700 lines), including step-by-step runbooks for building the routing tiles from OpenStreetMap and deploying the routing server from scratch • 5,300 lines of analysis tooling — scripts that diagnose routing decisions, measure what speed the router assumed for each road, and recompute the unit economics from current API rates • 258 automated tests • A static website (privacy policy, terms of service, support pages), generated from the in-app screens so the two can't drift apart • Full architecture and design rationale, including two features that were built, measured, then deliberately removed — with the analysis kept so the work isn't repeated
Reason for selling
I ran out of money to fund it, not ideas. Hosting the routing server plus Apple's developer fee costs more than I can currentlyafford as a student. Everything works and nothing is broken. I'd rather someone with the resources and skills take it to launch than let it sit paused indefinitely.
Project metrics
Average Monthly Revenue: Pre-revenue
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