Shopify Search & Discovery for Shopify

Shopify Search & Discovery

Customize your storefront search and discovery experience
Rating
2.7
Feedback
509
Reviews
Chart
#176
Shopify

All reviews

1 / 5 Share
May 15, 2026

Terrible search experience. A billion-dollar company shouldn't offer such a basic search feature for this price.

Store Using app Total reviews Average rating
Cerini Coffee & Gifts Almost 2 years 5 1.6
1 / 5 Share
April 21, 2026

doesnt open anymore. just a blank screen with Shopify search and Discovery at the top. No one to contact for help, when i click get help it just goes to general shopify help - nothing to do with the app. Can someone contact me please

Store Using app Total reviews Average rating
Country Mile Over 1 year 2 2.0
1 / 5 Share
April 21, 2026

It is buggy and many time when I open the app it just crash. Shopify cannot even create a stable app in their own framework

Store Using app Total reviews Average rating
1 / 5 Share
March 17, 2026

Super glitchy, slow to load and have to refresh multiple times before showing product selection. App often crashes when saving so have to wait for app to reload again and the AI predictions run off the best sellers rather than products of similar type or collections

Store Using app Total reviews Average rating
WWF UK online shop Over 1 year 1 1.0
1 / 5 Share
Dec. 22, 2025

This could be so good however there is a ridiculous "maximum of 25 filters" limit in place making this utterly unusable for any medium or large sized stores or even small stores with ambitions to grow. If you offer a wide range of products don't even waste your time downloading this app. Really poor given that this is an app developed by Shopify.

Store Using app Total reviews Average rating
Yakwax 7 months 5 3.2
1 / 5 Share
Nov. 18, 2025

Absolutely terrible - I cannot believe you can't filter by tags. Highly recommend you stay far away from this app and use a different filtering and recommendation system, especially if you have many SKUs

Store Using app Total reviews Average rating
Bessie Almost 2 years 2 3.0
1 / 5 Share
Nov. 17, 2025

All of my recommended products on every product in my store was reset to some random default with no warning, giving me hours if not weeks of work to do. Editing to now mention that changes to the recommended products are not sticking. The app is showing random products in the recommended section and there is no way to edit it. This is really, really frustrating. I've been wondering why sales have been down the last few days, now I know why. The "hide default" products is not working.

Store Using app Total reviews Average rating
purway About 2 years 4 4.0
1 / 5 Share
Nov. 7, 2025

I have never used such app, there is no way to show what I customised for my customers which is unacceptable.

Store Using app Total reviews Average rating
J&A Photography Studio About 2 years 5 4.2
1 / 5 Share
Oct. 13, 2025

terrible, I can't figure out how to configure this app

Store Using app Total reviews Average rating
The Poster Depot Over 1 year 4 4.0
1 / 5 Share
Oct. 13, 2025

This app did nothing I expected it to do.

Store Using app Total reviews Average rating
STRAYE Over 1 year 16 4.1
1 / 5 Share
Sept. 30, 2025

Store Using app Total reviews Average rating
YourAudio 13 minutes 1 1.0
1 / 5 Share
Sept. 22, 2025

I spent an hour trying to get this app working with basic filters, and it was nothing but dead ends. Total waste of time. This app is a steaming pile of garbage, shame on the developers for releasing something this broken.

Store Using app Total reviews Average rating
Run 619 Insoles About 2 hours 3 1.7
1 / 5 Share
Aug. 23, 2025

All of my recommended products on every product in my store was reset to some random default with no warning, giving me hours if not weeks of work to do. Editing to now mention that changes to the recommended products are not sticking. The app is showing random products in the recommended section and there is no way to edit it. This is really, really frustrating. I've been wondering why sales have been down the last few days, now I know why. The "hide default" products is not working.

Store Using app Total reviews Average rating
Scaffolded Math Shop Over 2 years 4 3.0
1 / 5 Share
June 29, 2025

Unfortunately the filter of sizes does not work at all. Even though we have selected for out of stock merchandise not to show up, it still does. Additionally, it fails to filter sizes properly. Not recommended

Store Using app Total reviews Average rating
Bambino Fine Shoes Over 1 year 1 1.0
1 / 5 Share
May 26, 2025

Very bad users experience and the fact that I cannot customize URLs is stupid. Have you looked at your URLs after createing filter? They look like this "filter.v.t.shopify.theme=gid%3A%2F%2Fshopify%2FTaxonomyValue%". Who wants to have these URLs in their website?

Store Using app Total reviews Average rating
The Postereo 14 days 1 1.0
1 / 5 Share
May 6, 2025

The app is very limited. Number of products is max 5000. If you have more than 5000 products, the filters are not shown on your page. Because of this, a lot of products are not shown.

Store Using app Total reviews Average rating
Yourdecoration.es About 1 year 1 1.0
1 / 5 Share
April 6, 2025

Stacking connection to app. need to go somewhere else and then back !! AND takes time !!!

Store Using app Total reviews Average rating
Paneelituotteet 11 months 1 1.0
1 / 5 Share
March 20, 2025

Can't disable the semantic search anymore, it's a terrible feature. Products can't be find by SKU any more.. what a downgrade :(

Store Using app Total reviews Average rating
Selected Wallpapers & Interiors Over 2 years 2 3.0
1 / 5 Share
Feb. 25, 2025

very basic - lacks ability to create filter based on product tag... even though help guide says it can do filter based on tags....

Store Using app Total reviews Average rating
Panda Hobby 8 minutes 7 3.3
1 / 5 Share
Jan. 31, 2025

Rubbish! It looks to me that this filter must be applied site-wide. Why oh why has Shopify ended the funcionality of just adding specific tags that are automatically grouped. Now we can't customise filters within a collection. It was far easier the other way around. How are we supposed to give good user expereince if we can't offer basic filtering inside each collection!!!!!

Store Using app Total reviews Average rating
Protech Sound and Light Ltd About 2 hours 1 1.0
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