DiscoverAI: Visual Search vs Search & Product Discovery ‑AI

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 5, 2026 for Search & Product Discovery ‑AI.

The short answer

  • On the Shopify App Store: DiscoverAI 1.0 from 1 reviews and Search & Product Discovery ‑AI 5.0 from 17 reviews.
  • Both list a free plan. Paid plans start at $1.99/month for DiscoverAI and $65/month for Search & Product Discovery ‑AI.
  • Search & Product Discovery ‑AI lists 35 features DiscoverAI’s listing doesn’t mention, including A/B testing, AI insights, AI recommendations.

Head to head

Detected stores

DiscoverAI: 1
Search & Product Discovery ‑AI: —

App Store reviews

DiscoverAI: 1
Search & Product Discovery ‑AI: 17

New reviews, 28 days

DiscoverAI: —
Search & Product Discovery ‑AI: 1

Stores added, 28 days

DiscoverAI: 5
Search & Product Discovery ‑AI: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—

Smart Instant Search, Product Filters, Voice Search, Analytics

Categories
  • Search and navigation - Other
  • Search and filters
  • Search and filters
  • Navigation and menus
Languages
  • English
  • English
Launched
Aug 14, 2025
Jan 23, 2020
Built for Shopify
Not badged
Built for Shopify
Reviews per month
1 last full month
1 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.

035JanJunFebAugOctFebAugDiscoverAI: Visual Search: 1 reviews in September 2025DiscoverAI: Visual Search: 1 reviews in October 2025Search & Product Discovery ‑AI: 2 reviews in January 2023Search & Product Discovery ‑AI: 1 reviews in March 2023Search & Product Discovery ‑AI: 1 reviews in June 2023Search & Product Discovery ‑AI: 1 reviews in October 2023Search & Product Discovery ‑AI: 2 reviews in February 2024Search & Product Discovery ‑AI: 1 reviews in June 2024Search & Product Discovery ‑AI: 1 reviews in August 2025Search & Product Discovery ‑AI: 4 reviews in January 2026Search & Product Discovery ‑AI: 1 reviews in February 2026Search & Product Discovery ‑AI: 1 reviews in June 2026Search & Product Discovery ‑AI: 1 reviews in August 2026
DiscoverAISearch & Product Discovery ‑AICompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $1.99/month
From $0 to $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
FreeFree
  • · Basic Features
  • · ExpertRec Branding
  • · Search Requests Up to 2K/month
  • · Up to 50 SKUs
  • · Upgrade for Support
Standard$65/month
14-day free trialUp to 5000 products. Click on the "See all pricing options" link below to view additional pricing options.
  • · 50K Searches
  • · 5K SKUs
  • · AI Synonyms, Search Redirects
  • · Advanced Filters, Metafields Search
  • · Boost and Bury Rules
  • · GA4 Integration
Expert$99/month
14-day free trialUp to 10000 products. Click on the "See all pricing options" link below to view additional pricing options.
  • · AI Merchandising
  • · Advanced Analytics
  • · Everything in Standard
  • · Live Chat Support
  • · Search Requests Up to 100K
  • · Up to 10,000 SKUs
Coverage
8 of 45 features18%
45 of 45 features100%
Unique strengths
—
  • A/B testing
  • AI insights
  • AI recommendations
  • Autocomplete
  • +31 more
Search and filters
28%8/29
100%29/29
Analytics
50%3/6
100%6/6
Display customization
14%1/7
100%7/7
Search features
25%4/16
100%16/16
Upsell and cross-sell
0%0/16
100%16/16
Analytics
0%0/6
100%6/6
Customization
0%0/6
100%6/6
Offers and recommendations
0%0/4
100%4/4
0837onlybothonly
DiscoverAISearch & Product Discovery ‑AI45 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.

ExpertRec AI Search enhances search and discovery with customizable filters for price, collection, vendor, brand, color, size, tags, and metafields. It supports product variants, collection filters and sorting, and sidebar filters to simplify browsing. The search experience includes instant suggestions, autocomplete, autocorrect, and spell check to provide relevant results quickly.

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.
  • Advanced search and discovery with instant Suggestions, Autocomplete,Spell Check
  • Instant search & discovery with Navigation, Popular Queries & Ranking Control
  • Smart Product Filter & Search: Unlimited Search Filters and Collection Filters
  • Full-text search, Voice Search, Synonyms, Variant Support, and Search Redirects
Screenshots
this is 2 type of functionality
this is app dashboardit is multi search box by query and imagesdiscoverai: visual search
live search dropdown with add to cart feature on growersstore
mobile mode search results page on hpitworldmobile mode live search on bnewmobilescustom search results page on broomenatural

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

MeasureDiscoverAISearch & Product Discovery ‑AI
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

MeasureDiscoverAISearch & Product Discovery ‑AI
App Store rating1.0 ★5.0 ★(ahead)
App Store reviews117(ahead)
New reviews, 28 daysNot enough data1
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureDiscoverAISearch & Product Discovery ‑AI
Free planYesYes
Lowest paid monthly plan$1.99/month(ahead)$65/month
Longest free trial7 days14 days
Plans listed23

Listing

MeasureDiscoverAISearch & Product Discovery ‑AI
Shopify category rank#93in Search and filters#31(ahead)in Search and filters
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoYes
LaunchedAug 14, 2025Jan 23, 2020
Languages1English1English
DeveloperElevonAppsExpertRec

FAQ

DiscoverAI and Search & Product Discovery ‑AI: common questions

Is DiscoverAI or Search & Product Discovery ‑AI cheaper?
Both list a free plan. Paid plans start at $1.99/month for DiscoverAI and $65/month for Search & Product Discovery ‑AI. 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 Search & Product Discovery ‑AI?
On the Shopify App Store: DiscoverAI 1.0 from 1 reviews and Search & Product Discovery ‑AI 5.0 from 17 reviews.
What features does each app list that the other doesn’t?
Search & Product Discovery ‑AI lists 35 the others don’t mention, such as A/B testing, AI insights, AI recommendations, Autocomplete. 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 5, 2026 for Search & Product Discovery ‑AI; 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 5, 2026 for Search & Product Discovery ‑AI. 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.