Passive income: NO

Earning passive income directly from the Caviar App as a side hustle is unlikely for most people. The nature of delivery services like Caviar requires active participation, such as picking up and delivering orders, which doesn't lend itself to passive income. To make it passive, one would need to set up a system involving hiring drivers and managing logistics, essentially turning it into a small business. However, this is not how most people use the app, and it requires significant effort, management skills, and capital. Most users on platforms like Reddit and YouTube report that while it's possible to earn a decent active income, transitioning to passive income is rare and typically only achieved by a few outliers who scale their operations. Misleading expectations often arise from the misconception that gig economy jobs can easily become passive, but the reality is that they require ongoing active involvement.