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Poorly Executed

Is there a good app for find public transit routes?

Poorly Executed: 44 apps already serve this, and 7 data points mined from real user reviews across 2 sources show where they fall short. The right features exist but the execution is buggy, dated, or painful. Out-execute it.

22
Opportunity /100
38
Demand /100
85
Competition /100
61
Execution gap /100
44
Apps serving it
7
User reports mined

Data refreshed July 20, 2026 · scores recompute weekly as new reviews are mined, so re-check before you build.

What users complain about

The most common complaints behind apps that try to find public transit routes, mined and clustered from real reviews:

Complaint areaTypeMentionsWhat a user said
bus stop search by areaux1
should make the bus search find the bus stations your searching for in a particular area
bus routes hard to findux1
Bus routes are difficult to find
wrong bus numbers and transit routesreliability1
giving me the wrong bus numbers and the wrong routes to my destination
routes to non-operating busreliability1
GIVE ME A PATH WHERE RHE BUS STOPPED OPERATING OVER 3 HOURS AGO
wrong transit bus route shownreliability1
It's say that 27 bus goes to journal square, but it that's a completely different direction from its real route
bus schedule informationmissing-feature1
No bus schedule from main locations is frustrating
driving directions unavailable, only transit/bike/walkbug1
driving directions are hardly available...only train and biking or walking

Apps that already serve this

AppRatingRatingsPrice
Google Maps4.77,280,203Free
Transit • Subway & Bus Times4.6959,637Free
Citymapper: All Live Transit4.9105,110Free
PNWTransit0.00$1.99
NJ TRANSIT4.8269,449Free
Moovit: Bus & Transit Tracker4.658,749Free
St.Petersburg Metro & Subway4.69$0.99
Honolulu Public Transport0.00$0.99

Should you build it?

The right features exist but the execution is buggy, dated, or painful. Out-execute it. Opportunity here scores 22 out of 100 — a function of demand, how crowded the field is, and how badly the existing apps perform. Use the live map to compare it against adjacent tasks.

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Who has tried building this

ProjectStatusStarsStack
HamzaElzarw-2022/transit-route-finderactive2Java

Open-source projects that attempted this task — active ones show today's bar; abandoned ones are a signal to validate why earlier attempts died.

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