Shopify Search & Discovery

Very good app, still needs betterment when it comes to search and recommendations. It would be great to have search by image introduced as well. Nowadays customers are taking screenshots from social media and they try to search it by image. I would prefer to have it in this app itself other than using some other apps

The app is really good, but with 1 main very important limitation. The filters that are shown on the storefront are limited to 25. This is huge limitation, considering if you have different sorts of products and categories. I urge the developers to remove that limitation asap

Good, but need to be able to quickly select recommendations. It would make life so much easier just to view the recommendations, then add the ones you want by simply clicking the product icon to add. EDIT: Bulk edit feature is incredibly helpful!

I think it's a really great website feature. I have a university boutique that basically sells one color of item that comes in many shades so I think it's useful to recommend things that will match or coordinate with other pieces.
I can't really tell if it helps sales or not but it looks professional and I'm good with that.

app does not actually filter sizes, i have tried everything and it still does not work. sadly i have to go back to paying for an app which can filter properly

Not able to auto-collapse filters. Not able to set different filter sets for different collections. Not able to use sliders for number values other than price.

Lot's of errors in the search. Not organized if you have a lot of products. Messy looking. You have to scroll & scroll to view the searches. Does not work with keywords.

If you have a store with more than 5000 items, the filter doesn't show and there's no way to filter a collection by product count.

Seems like a silly oversight.

The app works pretty well as a free offering. It won out in A/B testing from our previous paid solution. I'm hoping the developers introduce a setting to 'draft' status filters so that they can be hidden from a store without totally deleting them and having to re add them at a later date.

I would also like a preview option on draft filters so we can do something like setup a large meta field list without impacting the prod site when looking to preview the filter.

Currently I am having to setup a product meta field on our sandbox store of over 18k products so that I can preview that meta field list color filtering 'AND' behavior works as expected and then I will have to bring all these meta field values over to our prod store.

A simpler solution would allow me to setup the meta fields on the prod store, preview the new Color filter on prod without making it live to test it, and then if it works as expected setting it to live.

Another nice to have, would be to make product.options by Color as an AND filter by default instead of OR so that a metafield list wouldn't even be necessary.

The app has a bug that doesn't work with recommended products on product pages.