How to find Comparable Companies for Private Companies?

I know for Public Companies you can find comparable companies on Bloomgberg, Capital IQ, Factset or go to the 10-Ks to find its competitors, but how about for Private Companies? I will be interning at a Boutique Investment Bank that deals with Private Companies and not public.

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