Shopify Search & Discovery

I'm impressed with the auto-recommendations that this provides. Our store has a lot of product types and will have almost 20,000 items, and while I can't say that we've made our tags super specific, the app is still able to recommend similar products. Yes, it probably doesn't work on all themes yet (I'm using Minimog). But this app deserves much credit. I hope in the future Shopify will make it so that it can support filter on any amount of products, not just 1,000. (To overcome this, I currently use Minimog's built-in custom tag filter)