You will be upgraded with him, provided you are on the same reservation. Simply make sure that you go into your reservations online (made before he makes PE) and update his FF #.

My experience has been that as a PE I get upgrades 99% of the time when flying solo, upgrades however drop to 50% when flying with a companion.

You will need to fly at off-peak days & times to maximize your chances of upgrading together.