Connecting to octopi.local loads a blank webpage

I'm running a rPi 3b+ with OctoPi 0.16.0. I can ping the rPi but can't connect to it via ssh so I plugged in a monitor and keyboard and changed the password locally. I then moved the rPi back to the Ender 3 and plugged it in and connected to octopi.local on chrome but all I get is a blank webpage. Nothing in chrome console.