Retail Cloud Connect vs r2decide ‑ AI‑Powered Search

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 Retail Cloud Connect, Oct 13, 2026 for r2decide.

The short answer

  • On the Shopify App Store: Retail Cloud Connect 5.0 from 12 reviews and r2decide 5.0 from 4 reviews.
  • Paid plans start at $99/month for Retail Cloud Connect and $39/month for r2decide.
  • Retail Cloud Connect lists 10 features r2decide’s listing doesn’t mention, including Autocomplete, Custom CSS, Custom dashboards.

Head to head

Detected stores

Retail Cloud Connect: 52
r2decide: —

App Store reviews

Retail Cloud Connect: 12
r2decide: 4

Stores added, 28 days

Retail Cloud Connect: 1
r2decide: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Categories
  • Search and filters
  • Search and filters
Languages
  • English
  • English
Launched
Nov 17, 2023
Feb 27, 2025
Built for Shopify
Built for Shopify
Not badged
Reviews per month
1 last full month
2 last full month
Detected stores
52active installs
  • EVEREVE
  • Universal Store
  • Lord & Taylor
  • Burbank Cards
  • Leon's
+47 more
0active installs
Most common store size
10,001-100,000 products37%
—
Top countries
  • United States31%
  • Australia23%
  • Germany10%
—

Momentum

New reviews each month

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

035JanFebMayNovFebJulSepRetail Cloud Connect: 1 reviews in January 2024Retail Cloud Connect: 1 reviews in May 2024Retail Cloud Connect: 3 reviews in February 2025Retail Cloud Connect: 1 reviews in August 2025Retail Cloud Connect: 1 reviews in November 2025Retail Cloud Connect: 1 reviews in December 2025Retail Cloud Connect: 1 reviews in February 2026Retail Cloud Connect: 1 reviews in April 2026Retail Cloud Connect: 2 reviews in July 2026Retail Cloud Connect: 1 reviews in September 2026r2decide ‑ AI‑Powered Search: 2 reviews in March 2025r2decide ‑ AI‑Powered Search: 2 reviews in May 2025
Retail Cloud Connectr2decideCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $99 to $999/month
From $39 to $249/month
Plans
Starter$99/month
Plus $3.00 per 1,000 Search and Browse queries and $50/month for every additional 10,000 SKUs
  • · Daily Full Catalog Sync
  • · Live Chat & Email Support
  • · Real-Time Inventory & Pricing Updates
  • · Self-Service Onboarding
  • · Up to 5,000 SKUs
Growth$499/month
Plus $3.00 per 1,000 Search and Browse queries
  • · Daily Full Catalog Sync
  • · Fully Guided Onboarding
  • · Priority Support
  • · Real-Time Inventory & Pricing Updates
  • · Up to 150,000 SKUs
Custom/Enterprise$999/month
Plus $3.00 per 1,000 Search and Browse queries and $0.03 per 1,000 Recommendations AI Predictions
  • · Daily Full Catalog Sync
  • · Dedicated Support
  • · Fully Managed Onboarding
  • · Over 150,000+ SKUs
  • · Real-Time Inventory & Pricing Updates
Essential$39/month
14-day free trial$5 per 1000 additional search queries
  • · 3-in-1 AI Powered Search
  • · AI Generated Static Filters
  • · AI Sales Guidance
  • · Basic Analytics & Support
  • · Includes 2k products and 7.5k searches
  • · Multi Lingual Search
Growth$79/month
14-day free trial$5 per 1000 additional search queries
  • · Everything in Essential
  • · Includes 5k products and 10k searches
  • · Premium Analytics
  • · Smart Alternatives
  • · Smart Redirects
Enterprise$249/month
14-day free trial$5 per 1000 additional search queries
  • · Everything in Growth
  • · Includes 10k products and 30k searches
  • · Premium Support
Coverage
25 of 28 features89%
18 of 28 features64%
Unique strengths
  • Autocomplete
  • Custom CSS
  • Custom dashboards
  • Custom filters
  • +6 more
  • Custom ranking
  • Image search
  • Instant search
Search and filters
89%25/28
64%18/28
Analytics
100%7/7
57%4/7
Display customization
100%7/7
29%2/7
Search features
79%11/14
86%12/14
10153onlybothonly
Retail Cloud Connectr2decide28 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
  • Checkout
  • Google Cloud
  • Recommendations AI
  • Google Cloud Discovery AI
  • Cloud Retail Search
  • Google Cloud Retail API
  • Vertex AI
—
How it sells itself

Product search and discovery is one of the most important website experiences, but it can be very difficult. Google's AI Commerce Search is an enterprise solution that increases conversions and reduces search abandonment without needing to become an expert in machine learning or AI.

Experience substantial lifts in conversion and revenue with search that seamlessly guides the user to a purchase. Our cutting-edge Gen AI solution better understands user intent, delivering precise, personalized, context-aware results. No more dead-end searches - just smarter shopping, higher sales, and happier customers. And best of all, our search and discovery solution is simple to integrate.

Key points
  • Enable Google Cloud Vertex AI Retail Search & Recommendations AI with one app
  • Maintain full control of your data and merchandising settings in Google Cloud
  • Simplify merchandising efforts by adding AI browsing to your collection pages
  • Install quickly on your existing Shopify Online Store 2.0 themes with App Blocks
  • AI-Driven Guidance: Help shoppers find exactly what they need
  • Multimodal Search: Deciphers text, images and context for precise results
  • Smart Suggestions: Automatically refines searches, even when no match is found
  • Easy Integration: Works with your existing setup, no workflow changes needed
Screenshots
Dynamic Facets and Filters
Intent-Based SearchApp Integrations and CompatibilityGoogle Cloud Vertex AI
Features
3 in 1 SearchSmart AlternativesAdaptive Search

Installed with

Retail Cloud Connect5.0(12)r2decide5.0(4)

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

MeasureRetail Cloud Connectr2decide
Detected stores52as of Nov 8, 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, Home & Garden, Vehicles & PartsNot published
Top store countriesUnited States, Australia, GermanyNot published

Reviews

MeasureRetail Cloud Connectr2decide
App Store rating5.0 ★5.0 ★
App Store reviews12(ahead)4
New reviews, 28 days0Not enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureRetail Cloud Connectr2decide
Free planNot listedNot listed
Lowest paid monthly plan$99/month$39/month(ahead)
Longest free trialNot listed14 days
Plans listed33

Listing

MeasureRetail Cloud Connectr2decide
Shopify category rank#172in Search and filters#160(ahead)in Search and filters
Shopify App Charts#25 in Search and filtersNot on this week’s charts
Built for ShopifyYesNo
LaunchedNov 17, 2023Feb 27, 2025
Languages1English1English
DeveloperNimstratar2decide

FAQ

Retail Cloud Connect and r2decide: common questions

Is Retail Cloud Connect or r2decide cheaper?
Paid plans start at $99/month for Retail Cloud Connect and $39/month for r2decide. 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, Retail Cloud Connect or r2decide?
On the Shopify App Store: Retail Cloud Connect 5.0 from 12 reviews and r2decide 5.0 from 4 reviews.
What features does each app list that the other doesn’t?
Retail Cloud Connect lists 10 the others don’t mention, such as Autocomplete, Custom CSS, Custom dashboards, Custom filters. r2decide lists 3 the others don’t mention, such as Custom ranking, Image search, Instant 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 8, 2026 for Retail Cloud Connect, Oct 13, 2026 for r2decide; 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 Retail Cloud Connect, Oct 13, 2026 for r2decide. 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.