The quote "Eat it, it's good for you" is most famously associated with the 1980 movie "The Blues Brothers".
This line is spoken by the character "Curtis" (played by Cab Calloway) to "Jake Blues" (played by John Belushi) as Jake tries to sneak out of a dinner at the "Soul Food Cafe".