Algolia AI Search & Discovery vs Playmerce Engine

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 4, 2026.

The short answer

  • Algolia AI Search & Discovery is detected on 131× as many Shopify stores as Playmerce Engine: 1,308 vs 10 as of Nov 4, 2026.
  • On the Shopify App Store: Algolia AI Search & Discovery 3.7 from 45 reviews and Playmerce Engine 5.0 from 2 reviews.
  • Algolia AI Search & Discovery lists 41 features Playmerce Engine’s listing doesn’t mention, including A/B testing, AI insights, AI recommendations.

Head to head

Detected stores

Algolia AI Search & Discovery: 1,308
Playmerce Engine: 10

App Store reviews

Algolia AI Search & Discovery: 45
Playmerce Engine: 2

New reviews, 28 days

Algolia AI Search & Discovery: 2
Playmerce Engine: —

Stores added, 28 days

Algolia AI Search & Discovery: 53
Playmerce Engine: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch

Product search & discovery that increases conversions at scale

—
Categories
  • Search and filters
  • Upsell and cross-sell
  • Promotions - Other
Languages
  • English
  • English
Launched
Oct 28, 2016
May 11, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
1 last full month
1 last full month
Detected stores
1,308active installs
  • Kylie Cosmetics
  • Magnolia
  • OLAPLEX Inc.
  • '47
  • Naked Wardrobe
+1,303 more
10active installs
  • VIBAe
  • Laatukoru
  • KAIKO
  • Laukkuni
  • NaturelleShop.com
+5 more
Most common store size
1,001-5,000 products23%
201-500 products20%
Top countries
  • United States35%
  • Australia10%
  • United Kingdom8%
  • Finland80%

Momentum

New reviews each month

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

0510AprJunOctAprMarMayJunAlgolia AI Search & Discovery: 1 reviews in April 2024Algolia AI Search & Discovery: 1 reviews in May 2024Algolia AI Search & Discovery: 6 reviews in June 2024Algolia AI Search & Discovery: 3 reviews in August 2024Algolia AI Search & Discovery: 2 reviews in October 2024Algolia AI Search & Discovery: 1 reviews in November 2024Algolia AI Search & Discovery: 2 reviews in April 2025Algolia AI Search & Discovery: 1 reviews in January 2026Algolia AI Search & Discovery: 1 reviews in March 2026Algolia AI Search & Discovery: 2 reviews in April 2026Algolia AI Search & Discovery: 2 reviews in May 2026Algolia AI Search & Discovery: 1 reviews in June 2026Playmerce Engine: 1 reviews in May 2026Playmerce Engine: 1 reviews in June 2026
Algolia AI Search & DiscoveryPlaymerce EngineCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
—
From $19 to $499/month
Plans
FreeFree to install
See pricing page for details. Self-service support only. Contact Sales for guaranteed responses, setup help, & training.
  • · 10K search requests/month
  • · 50K records included
  • · 5K crawls/month
  • · 5K recommendation requests/month
ElevateFree to install
See pricing page for details. Self-service support only. Contact Sales for guaranteed responses, setup help, & training.
  • · 99.999% availability
  • · Agentic and generative features
  • · Enterprise Support plans & Enhanced SLA
  • · NeuralSearch
  • · Professional Services Available
  • · Real-time personalization
GrowFree to install
See pricing page for details. Self-service support only. Contact Sales for guaranteed responses, setup help, & training.
  • · 100K records, then $0.40 per 1K
  • · 10K searches/mo, then $0.50 per 1K
  • · Data transformation
  • · Keyword search + browse
  • · Manual synonyms
  • · Query suggestions
Grow PlusFree to install
See pricing page for details. Self-service support only. Contact Sales for guaranteed responses, setup help, & training.
  • · 100K records, then $0.40 per 1K
  • · 10K searches/mo, then $1.75 per 1K
  • · AI synonyms & ranking
  • · Advanced personalization
  • · Everything in Grow, plus:
  • · Query categorization
Starter$19/month
30-day free trial
  • · 24/7 support
  • · AI created branded assets
  • · Conversion opportunity session analysis
  • · Multiple widget themes
  • · Real-time analytics
  • · Unlimited shoppable widgets
Growth$199/month
30-day free trial
  • · 24/7 support
  • · AI created branded assets
  • · Conversion opportunity session analysis
  • · Multiple widget themes
  • · Real-time analytics
  • · Unlimited shoppable widgets
Scale$499/month
30-day free trial
  • · 24/7 support
  • · AI created branded assets
  • · Conversion opportunity session analysis
  • · Multiple widget themes
  • · Real-time analytics
  • · Unlimited shoppable widgets
Coverage
43 of 43 features100%
0 of 43 features0%
Unique strengths
  • A/B testing
  • AI insights
  • AI recommendations
  • AI search
  • +37 more
—
Search and filters
100%29/29
0%0/29
Analytics
100%7/7
0%0/7
Display customization
100%7/7
0%0/7
Search features
100%15/15
0%0/15
Upsell and cross-sell
100%14/14
0%0/14
Analytics
100%4/4
0%0/4
Customization
100%6/6
0%0/6
Offers and recommendations
100%4/4
0%0/4
4300onlybothonly
Algolia AI Search & DiscoveryPlaymerce Engine43 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
  • Shopify Flow
—
How it sells itself

Algolia AI Search understands shopper intent exceptionally well, providing relevant results even for complex keywords! This improves your site performance, significantly minimizes “no results”, and provides a seamless search experience for your shoppers. Save hours without having to create synonyms or manually assign categories. Impress shoppers with speed and relevance on any device.

Show each shopper products they’re most likely to buy, before they leave with the Playmerce Engine. Make your storefront act on automation faster than visitors who bounce. The Engine trains a model on your shopper, product catalog and store data to launch product discovery interfaces for exit intent visitors at the moment of their need.

Key points
  • Get lightning-fast results that match exactly what the shopper wants
  • Dynamically shape shopper experience by curating and personalizing results
  • Maximize catalog exposure and drive upsell with AI recommendations
  • Easily create and control campaigns with user-friendly merchandising tools
  • Let the AI-powered engine help products find people
  • Convert shoppers with products they're most likely to buy
  • Customize shoppable widgets to blend into the storefront
  • Engage store visitors with interactive rewards
Screenshots
Algolia AI Search
Data-Driven Merchandising StudioAlgolia can index products, collections, pages and articlesFull Support for Shopify's Web Pixels
Playmerce
PlaymercePlaymercePlaymerce

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

MeasureAlgolia AI Search & DiscoveryPlaymerce Engine
Detected stores1,308(ahead)as of Nov 4, 202610as of Nov 4, 2026
Net store change, 28 days−8estimated0estimated
Stores added, 28 days53new and returningNot enough data
Big-brand share38%of stores of known sizeNot enough data
Top store categoriesApparel & Accessories, Home & Garden, Health & BeautyApparel & Accessories, Health & Beauty, Sporting Goods
Top store countriesUnited States, Australia, United KingdomFinland

Reviews

MeasureAlgolia AI Search & DiscoveryPlaymerce Engine
App Store rating3.7 ★5.0 ★(ahead)
App Store reviews45(ahead)2
New reviews, 28 days2Not enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureAlgolia AI Search & DiscoveryPlaymerce Engine
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listed$19/month
Longest free trialNot listed30 days
Plans listed43

Listing

MeasureAlgolia AI Search & DiscoveryPlaymerce Engine
Shopify category rank#26in Search and filters#84in Promotions - Other
Shopify App Charts#6 in Search and filters#5 in Promotions - Other
Built for ShopifyNoNo
LaunchedOct 28, 2016May 11, 2026
Languages1English1English
DeveloperAlgoliaPlaymerce

FAQ

Algolia AI Search & Discovery and Playmerce Engine: common questions

Which is more popular, Algolia AI Search & Discovery or Playmerce Engine?
Algolia AI Search & Discovery is detected on 131× as many Shopify stores as Playmerce Engine: 1,308 vs 10 as of Nov 4, 2026.
Which has better reviews, Algolia AI Search & Discovery or Playmerce Engine?
On the Shopify App Store: Algolia AI Search & Discovery 3.7 from 45 reviews and Playmerce Engine 5.0 from 2 reviews.
What features does each app list that the other doesn’t?
Algolia AI Search & Discovery lists 41 the others don’t mention, such as A/B testing, AI insights, AI recommendations, AI search. 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 4, 2026; 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 4, 2026. 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.