"Reddit, like Facebook, YouTube, and Twitter," ... "It was a place to form anonymous communities around niche interests"

Huh?

None of these platforms got established as primarily long tail platforms. They were meant to be potentially big with lowest common denominators (news, aggregation, social connection in education communities) and grow into niches.

Niche are topical forums and topical social networks.