Completely unrelated to modern (and this pic's) usage...
According to the Dictionary of American Slang, the phrase Who's Your Daddy? dates back to 1681, when sex workers would use it to ask each other who their 'procurer' (i.e. pimp) was.

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Original Art by Rage Grenade
Lineart by Phillipthe2