Where are my purchased beats?

Sign in and open the producer's storefront. Tap Purchases in the account menu (or go to /s/producer-slug/purchases).

You'll see all beats, packs, and services you've bought from that producer with Download and License buttons.

Purchases are tied to the producer's storefront where you bought them. There is no single global purchases page across all producers.