Her side put in a gritty and determined performance at the Emirates Stadium, earning a point for Palace in their first-ever trip to the stadium.
Whilst the hosts had the majority of the ball and the chances, they failed to score against an imperious defence.
Speaking to BBC Sport at full-time, Potter emphasised how proud she was of the team's performance.
She said: "Not many teams come here and take a point. It's been a long time since they've not scored a goal here. We knew it was going to be a tough place to come.
"I said before the game about seeing a different side of us today. We definitely showed that. The girls definitely deserve to celebrate a point here."
