DiscoverAI: Visual Search vs Shopify Search & Discovery

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026 for DiscoverAI, Nov 7, 2026 for Shopify Search & Discovery.

The short answer

  • On the Shopify App Store: DiscoverAI 1.0 from 1 reviews and Shopify Search & Discovery 2.6 from 515 reviews.
  • Only DiscoverAI lists a free plan.
  • Shopify Search & Discovery lists 17 features DiscoverAI’s listing doesn’t mention, including AI recommendations, Autocomplete, Behavior insights.

Head to head

Detected stores

DiscoverAI: 1
Shopify Search & Discovery: —

App Store reviews

DiscoverAI: 1
Shopify Search & Discovery: 515

New reviews, 28 days

DiscoverAI: —
Shopify Search & Discovery: 6

Stores added, 28 days

DiscoverAI: 5
Shopify Search & Discovery: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Search and navigation - Other
  • Search and filters
  • Search and filters
  • Upsell and cross-sell
Languages
  • English
  • English
  • French
  • Dutch
  • Polish
  • +15 more
Launched
Aug 14, 2025
Jul 25, 2022
Built for Shopify
Not badged
Not badged
Reviews per month
1 last full month
7 last full month
Detected stores
1active installs
  • Nunalie
0active installs
Most common store size
5,001-10,000 products100%
—
Top countries
  • Italy100%
—

Momentum

New reviews each month

Review pace is the clearest public read on how fast an app is winning new merchants.

01325SepDecFebAprJunAugOctDiscoverAI: Visual Search: 1 reviews in September 2025DiscoverAI: Visual Search: 1 reviews in October 2025Shopify Search & Discovery: 4 reviews in December 2025Shopify Search & Discovery: 1 reviews in January 2026Shopify Search & Discovery: 2 reviews in February 2026Shopify Search & Discovery: 5 reviews in March 2026Shopify Search & Discovery: 8 reviews in April 2026Shopify Search & Discovery: 5 reviews in May 2026Shopify Search & Discovery: 21 reviews in June 2026Shopify Search & Discovery: 11 reviews in July 2026Shopify Search & Discovery: 5 reviews in August 2026Shopify Search & Discovery: 6 reviews in September 2026Shopify Search & Discovery: 7 reviews in October 2026
DiscoverAIShopify Search & DiscoveryCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $1.99/month
—
Plans
FreeFree
  • · Monthly Image: 200 image searchs
  • · Monthly Keyword: Unlimited key Searches
  • · Number of Products: Unlimited products
Pro Plan$1.99/month
7-day free trial
  • · 24/7 support & priority support
  • · Monthly Image: Unlimited image Searches
  • · Monthly Keyword: Unlimited key Searches
  • · Number of Products: Unlimited products
Free
Coverage
8 of 25 features32%
23 of 25 features92%
Unique strengths
  • Image search
  • Real-time analytics
  • AI recommendations
  • Autocomplete
  • Behavior insights
  • Click-through rates
  • +13 more
Search and filters
38%8/21
90%19/21
Analytics
60%3/5
80%4/5
Display customization
33%1/3
100%3/3
Search features
31%4/13
92%12/13
Upsell and cross-sell
0%0/4
100%4/4
Analytics
0%0/3
100%3/3
Offers and recommendations
0%0/1
100%1/1
2617onlybothonly
DiscoverAIShopify Search & Discovery25 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
—
—
How it sells itself

DiscoverAI: Visual Search helps transform how customers explore your store by enabling intuitive, image-based search and AI-powered product recommendations. Shoppers can upload photos to discover visually similar items and related products without relying on keywords. The app also supports multi-search with both image and text.

A great shopping experience starts with simple search and seamless discovery. Customize search, filtering, and product recommendations, so you can enhance your products’ relevance and sell more. Use the Shopify Search & Discovery app to deliver results for every search and increase average order value with customized recommendations on any product page.

Key points
  • AI Search: Image-based discovery through visual selection—no typing needed.
  • Multi-Search Mode: Use image and text together for flexible product discovery.
  • Image Search: Upload a photo to explore visually similar products with ease.
  • Product Recommendations: Show related products to support product discovery.
  • Customize filters to let shoppers refine their search by multiple categories.
  • Make synonym groups, so product descriptions match the terms shoppers use.
  • Use product boosts to feature products you want highlighted in search results.
  • Add related and complementary products on product detail pages.
Screenshots
this is 2 type of functionality
this is app dashboardit is multi search box by query and imagesdiscoverai: visual search
Admin for choosing collection page and search page filters
Admin for assigning product recommendations to a productAnalytics dashboard of metrics on online store activityAdmin for creating groups of synonyms, joggers = sweatpants

All the numbers

Every figure, side by side

A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.

Showing only the rows where the apps differ.

Adoption

MeasureDiscoverAIShopify Search & Discovery
Detected stores1as of Nov 8, 2026Not published
Net store change, 28 days−1estimated0estimated
Stores added, 28 days5new and returningNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesApparel & AccessoriesNot published
Top store countriesItalyNot published

Reviews

MeasureDiscoverAIShopify Search & Discovery
App Store rating1.0 ★2.6 ★(ahead)
App Store reviews1515(ahead)
New reviews, 28 daysNot enough data6
Reviewers a year or more inNot enough data63%

Pricing

MeasureDiscoverAIShopify Search & Discovery
Free planYesNot listed
Lowest paid monthly plan$1.99/monthNo monthly plan listed
Longest free trial7 daysNot listed
Plans listed2Not published

Listing

MeasureDiscoverAIShopify Search & Discovery
Shopify category rank#93in Search and filters#2(ahead)in Search and filters
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedAug 14, 2025Jul 25, 2022
Languages1English19English, French, Dutch
DeveloperElevonAppsShopify

FAQ

DiscoverAI and Shopify Search & Discovery: common questions

Is DiscoverAI or Shopify Search & Discovery cheaper?
Only DiscoverAI lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
Which has better reviews, DiscoverAI or Shopify Search & Discovery?
On the Shopify App Store: DiscoverAI 1.0 from 1 reviews and Shopify Search & Discovery 2.6 from 515 reviews.
What features does each app list that the other doesn’t?
DiscoverAI lists 2 the others don’t mention, such as Image search, Real-time analytics. Shopify Search & Discovery lists 17 the others don’t mention, such as AI recommendations, Autocomplete, Behavior insights, Click-through rates. A feature missing from a listing may still be supported; this compares what each App Store listing says.
Where does this comparison’s data come from?
Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Nov 8, 2026 for DiscoverAI, Nov 7, 2026 for Shopify Search & Discovery; estimated figures are labeled.

How Shoplist compares apps

Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Nov 8, 2026 for DiscoverAI, Nov 7, 2026 for Shopify Search & Discovery. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.