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All keywordsApp Store search keyword

search and discovery app

24 Shopify apps rank for search and discovery app in App Store search. Here they are in order, with what merchants think of each one and what it costs to start.

Rankings last updated 5 September 2026. Shopify stopped allowing its search page to be read on 6 September 2026, so the positions on this page are no longer refreshed. Everything else — each app's rating, review count and pricing — still comes from our daily crawl.

Market

84/100

Difficulty

69/100

Established rivals

15

Avg. rating, top 10

4.6★

Apps ranking for “search and discovery app”

Positions from our own crawl of App Store search on 2026-09-05. ▲▼ is the change since a week earlier.

1Shopify Search & Discovery

Shopify Search & Discovery

Use the Shopify Search & Discovery app to customize your search, filters, and product recommendations. Help customers find your products and sell more.

2.7463 reviews
1DOOFINDER ‑ Search & Discovery

DOOFINDER ‑ Search & Discovery

Upgrade your store with Doofinder’s AI Product Search & Discovery. With dynamic searchandising & product filters. A motive to enhance your customer experience.

4.7741 reviews
21Appstle℠ Subscriptions App

Appstle℠ Subscriptions App

Set up a powerful E-Commerce Subscription model on your online store. Explore build a box, replenishment, curation and other models today. Migration for Yotpo.

58,788 reviews
32Judge.me Product Reviews App

Judge.me Product Reviews App

Send unlimited, automatic review requests via email, SMS, and push. Display stars and reviews on storefront, share reviews on social media and Google Shopping.

547,945 reviews
4Smart Product Filter & Search

Smart Product Filter & Search

Filter products instantly by tag, size, color, tag, vendor, brand, metafields and more. Powerful search solution with instant suggestions, autocorrect, etc.

4.92,205 reviews
52Search & Product Discovery ‑AI

Search & Product Discovery ‑AI

Boost conversions with ExpertRec Smart Search Bar. AI-powered search and discovery with filters improve product discovery and drive more sales

517 reviews
64Luigi’s AI Search & Discovery

Luigi’s AI Search & Discovery

An advanced search is crucial for all merchants. Learn more about the one that can help accelerate the growth of your business and increase your revenue.

4.99 reviews
71Kaching Subscriptions App

Kaching Subscriptions App

Easily launch and manage recurring product subscriptions. Built for growth and retention.

5853 reviews
82Seal Subscriptions App

Seal Subscriptions App

Shopify subscription app and recurring payments app, packed with features! Unlock consistent monthly recurring subscription revenue on our FREE plan!

4.92,956 reviews
9Algolia AI Search & Discovery

Algolia AI Search & Discovery

Boost your store’s revenue with AI-powered search - unparalleled speed, increased conversions, and maximized average order value.

3.535 reviews
103Ryzo AI Search & Visual Search

Ryzo AI Search & Visual Search

Ryzo boosts Shopify product discovery with AI image search, text search, visual search, recommendations and filters, creating smarter shopping experiences.

524 reviews
119Glood AI Search And Discovery

Glood AI Search And Discovery

Deliver AI-powered image search that boosts discovery and conversions. Let shoppers find products by photo, text, or filters in milliseconds.

51 reviews
127NAPPS Mobile App Builder

NAPPS Mobile App Builder

NAPPS turns your Shopify store into a native iOS and Android mobile app. Build with no code, send push notifications, and run app-only campaigns.

535 reviews
131DiscoverAI: Visual Search

DiscoverAI: Visual Search

DiscoverAI: Visual Search helps transform how customers explore your store by enabling intuitive, image-based search and AI-powered product recomme...

41 reviews
149Klevu ‑ AI Search & Discovery

Klevu ‑ AI Search & Discovery

Join thousands of ecommerce teams achieving up to 8% site-wide and 16% search conversion rates with Klevu AI search, merchandising, and product recommendations.

4.913 reviews
151Loop Subscriptions App

Loop Subscriptions App

Loop is a subscription app built to grow subscriber LTV with bundles, cancel flows, and a portal that boosts retention across the entire subscription journey.

5691 reviews
168Nosto | AI Search & Discovery

Nosto | AI Search & Discovery

Commerce Experience Platform helping brands increase online engagement and revenue through site search, merchandising and personalization

4.761 reviews
171Appointment Booking App Apntly

Appointment Booking App Apntly

All-in-one calendar booking app to schedule and manage appointments, events, and services with ease.

51,560 reviews
182AG Product Reviews App & UGC

AG Product Reviews App & UGC

Shopify Product Reviews App by AirApps. Air Product reviews provide appealing, customizable reviews widgets, and diverse solutions to collect more reviews.

53,026 reviews
194Kaching Bundles App & Upsells

Kaching Bundles App & Upsells

Increase your average order value with offering bundles, free gifts, custom upsells and applying volume discount!

56,084 reviews
20NewSupr Bundle & Subscription App

Supr Bundle & Subscription App

Drive recurring revenue with seamless subscriptions, loyalty rewards, and bundles Increase recurring revenue witthat boost sales and fuel growth for your store.

5230 reviews
21NewRS: AI Search Bar & Filter

RS: AI Search Bar & Filter

AI-powered search bar, product & collection filter, instant search, and other features are all included in our Shopify app to maximize your conversion rate.

4.9341 reviews
22NewSearchanise Search & Filter

Searchanise Search & Filter

Uprank user experience and boost sales by adding professional Searchanise site search and filters app to your store. Start a free trial now!

4.81,069 reviews
232Dealeasy: Volume Discounts App

Dealeasy: Volume Discounts App

Shopify volume discounts, quantity breaks, tiered pricing & BOGO deals. Cart progress bar for free gifts, free shipping goals & mix and match bundles. Boost AOV

4.9596 reviews

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Keywords whose top results overlap with this one — the rest of the market these apps compete in.

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