Real-time transit reliability tracker with ghost bus detection and delay context
Published Mar 07, 2026
🔴 Problem Identified
Public transit users face frustration with unreliable schedule information, particularly 'ghost buses' that show up in apps but never arrive, and lack of context about whether delays are normal or exceptional. TransLink's official app shows scheduled times as real-time data even without GPS signals, leaving passengers stranded.
💡 Proposed Solution
A web-based transit tracker that processes real-time GPS feeds to detect ghost buses (scheduled services with no GPS after 10+ minutes), provides delay context by comparing current delays to historical patterns, and offers trip reliability scores showing how often specific services actually run.
Market Size
Niche
Difficulty
Medium
Time to MVP
3-6 months
Investment
Low
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Quick Overview
Target Audience
Daily public transit commuters in South East Queensland who rely on buses, trains, ferries and trams for regular transportation
Revenue Potential
$10K-$50K
Competition
Medium
Key Advantage
Unique ghost bus detection and historical delay context that official apps don't provide