While platform labor has been a topic of concern for workers, academia, civil society, and governments ever since Uber started to aggressively expand its services globally, with attention only increasing over the past decade, the Covid-19 years have highlighted the need for a systematic examination of how online marketplaces and food delivery platforms, specifically, operate, in what ways they may impact the lives of users interacting with them, as well as their level of commitment with basic human rights.