Web bluetooth api throws an error "unsupported device" when connect method is called

I am able to see the devices and when I try calling the connect() method on the device it throws an error Unsupported Device. The device I am trying to connect to is an android phone, what could be possible reason I am unable to connect or how can I get past this error and connect successfully.