Paging and Intercom auto answer on Grandstream phone

That would be it. You just need to set that parameter to YES and Intercom should work.

Allow Auto Answer by Call-Info

If set to “Yes”, the phone will automatically turn on the speaker phone to answer incoming calls after a short reminding beep, based on the SIP Call-Info header sent from the server/proxy.