Ryzo AI Search & Visual Search vs Snapseek & Image Search

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for Ryzo AI Search & Visual Search, Oct 13, 2026 for Snapseek & Image Search.

The short answer

  • Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $9.90/month for Snapseek & Image Search.
  • Ryzo AI Search & Visual Search lists 11 features Snapseek & Image Search’s listing doesn’t mention, including Behavior insights, Custom filters, Filter display.

Head to head

Detected stores

Ryzo AI Search & Visual Search: 99
Snapseek & Image Search: —

App Store reviews

Ryzo AI Search & Visual Search: 49
Snapseek & Image Search: —

Stores added, 28 days

Ryzo AI Search & Visual Search: 18
Snapseek & Image Search: —
Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
—
—
Developer
Categories
  • Search and filters
  • Search and filters
Languages
  • English
  • English
Launched
Dec 23, 2024
May 5, 2026
Built for Shopify
Built for Shopify
Not badged
Reviews per month
11 last full month
—
Detected stores
99active installs
  • Pia Copello Store
  • R.a. Boutique
  • A Ma Maniere
  • Vlisco
  • Plié
+94 more
0active installs
Most common store size
1,001-5,000 products48%
—
Top countries
  • United States15%
  • India5%
  • Australia4%
—

Momentum

New reviews each month

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

01020OctDecAprJunAugOctRyzo AI Search & Visual Search: 3 reviews in October 2025Ryzo AI Search & Visual Search: 6 reviews in November 2025Ryzo AI Search & Visual Search: 2 reviews in December 2025Ryzo AI Search & Visual Search: 2 reviews in February 2026Ryzo AI Search & Visual Search: 6 reviews in April 2026Ryzo AI Search & Visual Search: 2 reviews in May 2026Ryzo AI Search & Visual Search: 4 reviews in June 2026Ryzo AI Search & Visual Search: 4 reviews in July 2026Ryzo AI Search & Visual Search: 7 reviews in August 2026Ryzo AI Search & Visual Search: 4 reviews in September 2026Ryzo AI Search & Visual Search: 11 reviews in October 2026
Ryzo AI Search & Visual SearchSnapseek & Image SearchCompleted months only
Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $17/month
From $9.90 to $299.90/month
Plans
Development storesFree
  • · AI-Powered Text & Image Search
  • · Search Analytics
  • · Smart Filtering Options
  • · Standard email support
Basic-Up to 500$9/month
14-day free trial
  • · AI-Powered Text & Image Search
  • · Search Analytics
  • · Smart Filtering Options
  • · Standard email support
Enhanced-Up to 500$15/month
14-day free trial
  • · AI-Powered Text & Image Search
  • · Business-Aware Search
  • · Collection Filters
  • · Priority Support (24-hour response)
  • · Real-Time Sync
  • · Search Analytics
Basic-Up to 1000$17/month
14-day free trial
  • · AI-Powered Text & Image Search
  • · Search Analytics
  • · Smart Filtering Options
  • · Standard email support
Starter$9.90/month
7-day free trial
  • · Basic search activity insights
  • · Product image and upload search
  • · Up to 3,000 indexed products
  • · Watermark-free visual search
Growth$39.90/month
7-day free trial
  • · Conversion funnel visibility
  • · Faster product discovery at scale
  • · Unlimited recent search history
  • · Up to 10,000 indexed products
Pro$99.90/month
7-day free trial
  • · Advanced analytics for search activity
  • · Built for larger product catalogs
  • · Revenue attribution and ROI insights
  • · Up to 30,000 indexed products
Elite$299.90/month
7-day free trial
  • · Advanced analytics and attribution
  • · Highest self-serve catalog limit
  • · Up to 100,000 indexed products
Coverage
17 of 19 features89%
8 of 19 features42%
Unique strengths
  • Behavior insights
  • Custom filters
  • Filter display
  • Mobile responsive
  • +7 more
  • Custom dashboards
  • Filter usage
Search and filters
89%17/19
42%8/19
Analytics
67%4/6
50%3/6
Display customization
100%5/5
40%2/5
Search features
100%8/8
38%3/8
1162onlybothonly
Ryzo AI Search & Visual SearchSnapseek & Image Search19 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
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How it sells itself

Ryzo turns product discovery into a few taps. Shoppers upload or snap a photo to find visually similar products, or type a query and let AI-powered search understand what they mean — even with typos or vague wording. Smart filters adapt to each search so shoppers refine by what matters. Click any product to surface similar items and recommendations.

Snapseek adds visual search to your storefront so shoppers can upload an image or search from product images to find similar items in your catalog. Merchants can control which products are indexed, sync catalog changes, manage storefront placement, and review search activity in one embedded admin app. It helps stores reduce browsing friction, improve product discovery, and guide shoppers to matching products faster.

Key points
  • AI-Powered Search – Customers find products with text and image searches.
  • Custom Filters – Refine results by category, price, vendor, and more.
  • Real-Time Analytics – Get insights on customer behavior for smarter decisions.
  • Scalable Design – Adapts easily to stores with small or large product catalogs.
  • Let shoppers search your catalog by image on storefront pages
  • Choose which products are indexed and sync catalog updates from Shopify
  • Adjust widget placement and review search activity from the admin app
Screenshots
Ryzo AI Image Search
Enhanced AnalyticsFully ResponsiveCustomized Filters
Snapseek dashboard with setup progress, catalog sync, and analyt
Analytics dashboard showing image search activity, engagementVisual search demo showing a blazer image matched to similar pro

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

MeasureRyzo AI Search & Visual SearchSnapseek & Image Search
Detected stores99as of Nov 9, 2026Not published
Net store change, 28 days+13estimated0estimated
Stores added, 28 days18new and returningNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesApparel & Accessories, Home & Garden, Health & BeautyNot published
Top store countriesUnited States, India, AustraliaNot published

Reviews

MeasureRyzo AI Search & Visual SearchSnapseek & Image Search
App Store rating5.0 ★Not published
App Store reviews49Not published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more in0%Not enough data

Pricing

MeasureRyzo AI Search & Visual SearchSnapseek & Image Search
Free planYesNot listed
Lowest paid monthly plan$9/month(ahead)$9.90/month
Longest free trial14 days7 days
Plans listed44

Listing

MeasureRyzo AI Search & Visual SearchSnapseek & Image Search
Shopify category rank#5(ahead)in Search and filters#121in Search and filters
Shopify App Charts#20 in Search and filtersNot on this week’s charts
Built for ShopifyYesNo
LaunchedDec 23, 2024May 5, 2026
Languages1English1English
DeveloperRyzosnapseek

FAQ

Ryzo AI Search & Visual Search and Snapseek & Image Search: common questions

Is Ryzo AI Search & Visual Search or Snapseek & Image Search cheaper?
Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $9.90/month for Snapseek & Image Search. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
What features does each app list that the other doesn’t?
Ryzo AI Search & Visual Search lists 11 the others don’t mention, such as Behavior insights, Custom filters, Filter display, Mobile responsive. Snapseek & Image Search lists 2 the others don’t mention, such as Custom dashboards, Filter usage. 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 9, 2026 for Ryzo AI Search & Visual Search, Oct 13, 2026 for Snapseek & Image Search; 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 9, 2026 for Ryzo AI Search & Visual Search, Oct 13, 2026 for Snapseek & Image Search. 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.