Best Data Source For Direct-to-Consumer Companies

I’m looking to find all the Direct-to-Consumer (D2C) Companies using Shopify. I’ve considered buying a list from a site like BuiltWith, but 1) they’re pretty expensive and 2) ideally I want to use an API or web scrapping where I can update the list on a somewhat regular cadence.

Any recommendations?