Survey shows that most dropouts occur after failed boarding attempts and passenger access problems
A survey carried out by the Machine platform, based on data from March 2026, points out that the cancellation of rides by app drivers is mostly motivated by operational factors at the meeting point, and not by arbitrary decisions.
The analysis reveals that most withdrawals occur between 5 and 15 minutes after acceptance, indicating that the driver travels the route and waits for the passenger before interrupting the trip.
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The efficiency of the service varies drastically depending on the time of day. The dawn concentrates the highest dropout rates.
According to Júlia Camossa, statistician responsible for the platform, the data suggest a misalignment of expectations and communication failures at the “critical moment” of the journey. “The cancellation works as a symptom of inefficiencies: inaccurate addresses and failures in coordination between the parties are the main bottlenecks,” he explains.
The study concludes that the fluidity of the service depends on improvements in geolocation and the quality of stopping points, reducing the frictions that make the ride unfeasible even before boarding.