There were only nine minutes on the clock when Everett headed Palace in front, powering Kirsty Howat's cross into the corner.
It was a resilient defensive display from the Eagles, with Shae Yañez and the Palace defence keeping Forest at bay.
The result makes it three league wins in a row for Jo Potter's side, and you can now vote for your TEN Player of the Match, below!