The Potters have not lost at home since November and are currently leading the way in the Championship.
Manager Pulis believes that they can achieve promotion to the Premier League if they have the full support of their fans.
The boss told Radio Stoke: "If we can get over 20,000 at the Brittania it will give us a real chance of going up."
"If we attract those crowds and we don't go up at least we will be able to look back and say that we gave it our best shot."