The base of the French vanilla ice cream is what makes it “French” due to the sheer amount of egg yolks used. Classic regular vanilla ice cream does not have egg in it. The egg yolks lend a pale-yellow color to French vanilla ice cream and also gives it a richer, smoother consistency.