CLUSTER TRAFFIC-WEB-ROUTE · 24 ENTRIES · EARLIEST ENTRY 2026-04-06
Traffic management and route optimization
The cluster consists of 19 products focused on traffic management, route optimization, and driving assistance. The dated history before the index start shows a single entry in February 2018, then a gap until March 2025, followed by monthly entries through May 2026, with the highest monthly count of 3 in April 2026. The traction leaders by activity signal are Drive-Forward-Hub, traffic-visual, and traffic-simulation-platform, each with 0 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 6 ai-built · 2 hand-coded · 12 unlabelled
Operator · 10 hobby · 1 open source · 9 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01SmartRoute-AI1★23 days—hobbyWeb app that optimizes multi-stop driving routes and issues rerouting alerts for urban traffic networks.
- 02Q-Route1★23 days—hobbyWeb dashboard that optimizes traffic routes on a real city road network, handling multi-stop trips and rerouting around traffic with simulation.
- 03Drive-Forward-Hub0★1 moliveai-builtWeb app for driving-related services and management.
- 04Traffic-NOW0★8 days—hobbyWeb dashboard that combines city and national traffic APIs to analyze and visualize real-time road congestion with stats.
- 05Real-Time_Traffic-Congession-Prediction0★15 days—hobbyWeb app that predicts road traffic congestion levels and suggests alternative routes to help drivers reach destinations faster.
- 06traffic-simulation-platform0★1 mo—hobbyReal-time traffic simulation platform that models vehicles navigating a city road network and dynamically reroutes them around congestion.
- 07traffic-visual0★1 mo—Web app that presents traffic data using interactive graphs to help users understand road conditions.
- 08remora-scope1★8 mostalelivehobbyWeb application that monitors and analyzes urban traffic patterns, pedestrian movement, and environmental data for city planning insights.
- 09Traffic-Management-Plan-Software-0★2 moliveWeb app for real-time traffic monitoring, analytics, and route optimization.
- 10smart-location-navigator0★2 mo—hand-codedReal-time traffic navigation app that provides fairness-aware route optimization and alerts for traffic, weather, and driver fatigue.
- 11yorota0★3 moliveWeb app for road traffic offices that manages daily reports, financial tracking, registrations, and analytics.
- 12ai-trafic-control-system1★1 yrabandonedliveai-builthobbyAI web app that manages traffic flow to reduce congestion and improve road safety for drivers.
- 13smart-traffic-signal-dashboard0★7 mostale—ai-builthobbyWeb dashboard that monitors real-time traffic density, optimizes signal timing, and visualizes intersection analytics for city traffic management.
- 14speed-kills0★8 mostaleliveai-builthobbyInteractive web tool that visualizes how vehicle speed affects travel time, fuel consumption, and diminishing returns for drivers.
- 15street-smart-system0★1 yrabandoned—ai-builthobbyWeb platform that monitors road and street conditions in real time to support traffic safety and infrastructure management.
- 16traffic-prediction-flow-system0★1 yrabandonedliveai-builtWeb app that predicts traffic flow and provides commute information for residents of Benin City.
- 17Qz0★5 yrabandonedlivehand-codedopen sourceApp that receives live traffic information via radio broadcasts and helps drivers avoid congestion on their route.
- 18Router arrow — highway-style directional indicator0★unknownliveWeb app that displays a highway-style directional arrow indicator.
- 19MobilEASE | Mobile Efficient Assistance for Traffic0★unknownliveWeb app that provides traffic assistance and efficient route information to drivers.
- 20Ung i trafikken0★unknownliveEducational web app that helps young people make good decisions in traffic.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.