Sonoff SNZB-01 Setup

I’m able to pair my three SNZB-01’s in zigbee2mqtt, but they don’t seem to do anything when pressed (with or without an automation configured). I tried watching MQTT ("#") and also opening the HA Developer pane and listening for events ("*"), but I don’t see anything from the buttons. Is there anything else I need to do to set them up?