Klevu ‑ AI Search & Discovery vs Mercury ‑ Personalise & Upsell

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 3, 2026 for Klevu, Oct 13, 2026 for Mercury.

The short answer

  • On the Shopify App Store: Klevu 4.9 from 20 reviews and Mercury 5.0 from 3 reviews.
  • Mercury lists 26 features Klevu’s listing doesn’t mention, including Announcement bar, Behavior insights, Bundles.

Head to head

Detected stores

Klevu: 69
Mercury: —

App Store reviews

Klevu: 20
Mercury: 3

Stores added, 28 days

Klevu: 1
Mercury: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch

Instant Search + Search based Recommendations & Merchandising

—
Categories
  • Upsell and cross-sell
  • Search and filters
  • Search and filters
  • Upsell and cross-sell
Languages
  • English
  • English
Launched
Aug 11, 2016
May 4, 2020
Built for Shopify
Not badged
Not badged
Reviews per month
1 last full month
—
Detected stores
69active installs
  • Rails
  • AFTCO
  • Carraig Donn
  • Damson Madder
  • Jo Loves
+64 more
0active installs
Most common store size
1,001-5,000 products29%
—
Top countries
  • United States38%
  • United Kingdom20%
  • Sweden6%
—

Momentum

New reviews each month

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

035DecOctAprMayDecJunFebKlevu ‑ AI Search & Discovery: 1 reviews in December 2017Klevu ‑ AI Search & Discovery: 1 reviews in September 2018Klevu ‑ AI Search & Discovery: 1 reviews in October 2019Klevu ‑ AI Search & Discovery: 1 reviews in February 2020Klevu ‑ AI Search & Discovery: 2 reviews in April 2020Klevu ‑ AI Search & Discovery: 2 reviews in May 2020Klevu ‑ AI Search & Discovery: 3 reviews in May 2021Klevu ‑ AI Search & Discovery: 1 reviews in September 2021Klevu ‑ AI Search & Discovery: 1 reviews in December 2022Klevu ‑ AI Search & Discovery: 1 reviews in May 2024Klevu ‑ AI Search & Discovery: 3 reviews in June 2024Klevu ‑ AI Search & Discovery: 1 reviews in February 2025Mercury ‑ Personalise & Upsell: 3 reviews in October 2024
KlevuMercuryCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
—
From $200 to $900/month
Plans
FreeFree to install
The Klevu (now Athos Commerce) App is free to install. Athos Commerce is available as three separate, tiered offerings.
Collection only$200/month
$200 per additional million requests per year per month, 1 storefront included
  • · 50 Merchandising Campaigns
  • · Customized Filters per collection
  • · Live Indexing
  • · No Code Collection Grid
  • · Plutocracy Integrations
Search & Merch$600/month
$200 per additional million requests per year per month, 3 storefronts included
  • · 3rd party Integrations
  • · Adaptive Search Engine
  • · Analytics Engine
  • · Collection Grid Plan
  • · No Limits Merchandising Engine
  • · Personalisation Engine
Pro$900/month
$200 per additional million requests per year per month, 5 storefronts included
  • · API Access
  • · Custom AI Models
  • · Dedicated Account Manager
  • · Free JUNO license
  • · One way synonym engine
  • · Search & Merch Plan
Coverage
37 of 63 features59%
61 of 63 features97%
Unique strengths
  • Multi-language
  • Announcement bar
  • Behavior insights
  • Bundles
  • Cart drawer
  • +22 more
Search and filters
87%26/30
97%29/30
Analytics
71%5/7
100%7/7
Display customization
100%7/7
100%7/7
Search features
88%14/16
94%15/16
Upsell and cross-sell
33%11/33
97%32/33
Analytics
67%4/6
100%6/6
Customization
36%5/14
93%13/14
Offers and recommendations
15%2/13
100%13/13
23526onlybothonly
KlevuMercury63 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

Integrations

Klevu4.9(20)Mercury5.0(3)
Works with also listed by another
  • Shopify Flow
  • Klaviyo
  • Yotpo
  • Trustpilot
  • contentful
  • Vue
  • Markets
  • Checkout
  • Okendo
  • Reviews.IO
  • Cupid
  • Juno

Messaging

Klevu4.9(20)Mercury5.0(3)
How it sells itself

Perfect for busy merchandising teams, Klevu advanced AI search and recommendations engine helps companies efficiently increase on-site search revenue. Plus, shoppers get personalized product recommendations, and are able to quickly find what they need through our filter and navigation features on product listing pages. Fully compatible with Shopify Markets.

Mercury is a no-code, drag-and-drop solution for delivering personalised product recommendations, upsells, and cross-sells. It enhances every step of the shopping journey, from product discovery to the cart. With AI-driven search and dynamic merchandising, Mercury ensures your store showcases the most relevant products at the right time, boosting conversions and AOV.

Key points
  • Advanced AI search and merchandising that learns from your shoppers over time.
  • Easy-to-use merchandising dashboard where you can test and schedule campaigns.
  • Add advanced filtering to product listing pages and manage facets shown.
  • Onsite Search, Merch & Recommendations fully compatible with Shopify Markets.
  • AI Personalisation: Tailor product recommendations based on shopper behaviour
  • Upsell & Cross-Sell Zones: Increase AOV with upsells from product pages to cart
  • Dynamic Merchandising: Automatically display relevant products based on data
  • Inline Banners: Scheduled banners (image/video) on grids & category pages
Screenshots
smart category merchandising to power search
product data and facets powered in advanced searchsmart recommendations and mobile searchSearch built with custom storefronts compatible API
Merchandise your store
Bypass tokens for your local development needsLiving documentation uses the same API as you!Intelligent site search

Installed with

Klevu4.9(20)Mercury5.0(3)

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

MeasureKlevuMercury
Detected stores69as of Nov 3, 2026Not published
Net store change, 28 days+1estimated0estimated
Stores added, 28 days1new and returningNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesApparel & Accessories, Food, Beverages & Tobacco, Home & GardenNot published
Top store countriesUnited States, United Kingdom, SwedenNot published

Reviews

MeasureKlevuMercury
App Store rating4.9 ★5.0 ★(ahead)
App Store reviews20(ahead)3
New reviews, 28 days0Not enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureKlevuMercury
Free planNot listedNot listed
Lowest paid monthly planNo monthly plan listed$200/month
Longest free trialNot listedNot listed
Plans listed13

Listing

MeasureKlevuMercury
Shopify category rank#81in Search and filters#751in Upsell and cross-sell
Shopify App Charts#23 in Search and filtersNot on this week’s charts
Built for ShopifyNoNo
LaunchedAug 11, 2016May 4, 2020
Languages1English1English
DeveloperKlevuPlutocracy

FAQ

Klevu and Mercury: common questions

Which has better reviews, Klevu or Mercury?
On the Shopify App Store: Klevu 4.9 from 20 reviews and Mercury 5.0 from 3 reviews.
What features does each app list that the other doesn’t?
Klevu lists 1 the others don’t mention, such as Multi-language. Mercury lists 26 the others don’t mention, such as Announcement bar, Behavior insights, Bundles, Cart drawer. 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 3, 2026 for Klevu, Oct 13, 2026 for Mercury; 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 3, 2026 for Klevu, Oct 13, 2026 for Mercury. 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.