How do I find consumer product distributors?

In the last week alone, I got asked multiple times about how to find consumer product distributors, so it merits a quick post.

My answer is to contact the retailers that you want to sell to and ask them who the distributors are that they work with.  Some retailers prefer that you go through a distributor, and they will tell you.