See https://retropie.org.uk/docs/Splashscreen/ for configuration options.
Ah yes, now I remember. I was able to do this on my Pie 3 B, but it had been so long I couldn't find it again (even though it was staring me right in the face). Was too focused on the terminal commands that I forgot about this menu. Simple and effective. Thanks!