Green’s Dictionary of Slang

sugar pimp v.

[SE sugar + pimp]

to be a pimp who treats his prostitutes with charm and persuasion rather than threats and violence.

[US](con. early 1950s) J. Ellroy L.A. Confidential 173: H-he sugar p-pimps girls made up like movie stars.