In this paper, we extend previous research on platform work and explore how bike couriers act in the context of digital platforms. Digital platforms for food delivery by bike—a bourgeoning and recent phenomenon—represent a special class of platforms for the physical and hazardous nature of the work they mediate. This type of extreme physical platform work creates work conditions different from other platforms for workers; therefore, their responses require particular attention. Extending previous research on platform work, our analysis highlights the existence of a three‐stage response model linking the conditions of extreme physical platform work, their manifestations in the experience of platform workers (unrealized benefits of flexibility, status confusion, lack of human interactions, and communication opaqueness), and their individualized yet nonconfrontational responses to these experiences (trying harder, reaching out, comparing, and de‐careering). We conclude by discussing the theoretical and practical implications of our study.