I read (and try to follow these guidelines myself) that IF you have a match in color to the piece, then use that color thread. If you don't then match the color of the background.
In quiltshows, I have seen some pieces appliqued with neutrals but if the background wasn't a neutral also, those stitches really were noticeable.