A phrase trademarked by the wonderful southern style cooking channel "Stove Top Kisses". The phrase is relating to something so darn good that you can't help but say it's "sopped up".
Suped is often spelled incorrectly, many people spell it "souped". It is derived from the word "super" not the word "soup." Thus, making it "suped" and not "souped."