Shopify automated collections setup for DTC stores

Shopify automated collections can save a lot of merchandising time, but only if the product data is clean enough to trust the rules. I have seen a DTC store build collections by vendor name, tag, and product type all at once, then wonder why new arrivals disappeared from the homepage while old clearance items kept showing up. The collection rule was not broken. The data feeding it was inconsisten…