Ryzo AI Search & Visual Search vs SnapMatch ‑ AI Visual 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 Ryzo AI Search & Visual Search, Nov 3, 2026 for SnapMatch.
The short answer
- On the Shopify App Store: Ryzo AI Search & Visual Search 5.0 from 49 reviews and SnapMatch 5.0 from 1 reviews.
- Both list a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $9/month for SnapMatch.
- Ryzo AI Search & Visual Search lists 17 features SnapMatch’s listing doesn’t mention, including AI search, Behavior insights, Conversion tracking.
Head to head
- United States
- India
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Development stores
- · AI-Powered Text & Image Search
- · Search Analytics
- · Smart Filtering Options
- · Standard email support
Basic-Up to 500
- · AI-Powered Text & Image Search
- · Search Analytics
- · Smart Filtering Options
- · Standard email support
Enhanced-Up to 500
- · AI-Powered Text & Image Search
- · Business-Aware Search
- · Collection Filters
- · Priority Support (24-hour response)
- · Real-Time Sync
- · Search Analytics
Basic-Up to 1000
- · AI-Powered Text & Image Search
- · Search Analytics
- · Smart Filtering Options
- · Standard email support
Free
- · 100 searches/month
- · Multi-object Shop the Look
- · Search & click analytics
- · Up to 500 active products
- · Widget & Search Page
- · With SnapMatch watermark
Starter
- · 1,000 AI searches/month
- · Multi-object Shop the Look
- · Search & click analytics
- · Up to 3,000 active products
- · Widget & Search Page
- · With SnapMatch watermark
Professional
- · 100% White-Label (No watermark)
- · 7,500 searches/month
- · 72h Sales attribution & ROI
- · Multi-object Shop the Look
- · Up to 30,000 active products
- · Visual Search Query Insights
Enterprise
- · 100% White-Label (No watermark)
- · 25,000 searches/month
- · 72h Sales attribution & ROI
- · Dedicated REST API & priority SLA
- · Multi-object Shop the Look
- · Up to 100,000 active products
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureRyzo 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.
SnapMatch adds AI-powered visual search to your store. Customers upload a photo and instantly see matching products from your catalog. The app uses Google Vision AI to analyze images and find visually similar items. It works with your entire product catalog, including variants and color matching. Setup takes minutes: sync your products, install the widget, and your customers can start searching with photos.
- 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.
- Customers upload a photo and instantly find matching products from your catalog
- One-click widget installation on your storefront, no coding needed
- Matches product variants and colors for accurate search results
- Real-time analytics dashboard with search tracking and conversion metrics
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.
Adoption
| Measure |  Ryzo AI Search & Visual Search |  SnapMatch |
|---|---|---|
| Detected stores | 99 | Not published |
| Net store change, 28 days | +13 | 0 |
| Stores added, 28 days | 18 | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Home & Garden, Health & Beauty | Not published |
| Top store countries | United States, India, Australia | Not published |
Reviews
| Measure | Ryzo AI Search & Visual Search | SnapMatch |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 49(ahead) | 1 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | 0% | Not enough data |
Pricing
| Measure | Ryzo AI Search & Visual Search | SnapMatch |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $9/month | $9/month |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | Ryzo AI Search & Visual Search | SnapMatch |
|---|---|---|
| Shopify category rank | #5(ahead) | #45 |
| Shopify App Charts | #21 in Search and filters | Not on this week’s charts |
| Built for Shopify | Yes | No |
| Launched | Dec 23, 2024 | Mar 20, 2026 |
| Languages | 1 | 1 |
| Developer | Ryzo | MITCO |
FAQ
Ryzo AI Search & Visual Search and SnapMatch: common questions
- Is Ryzo AI Search & Visual Search or SnapMatch cheaper?
- Both list a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $9/month for SnapMatch. 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, Ryzo AI Search & Visual Search or SnapMatch?
- On the Shopify App Store: Ryzo AI Search & Visual Search 5.0 from 49 reviews and SnapMatch 5.0 from 1 reviews.
- What features does each app list that the other doesn’t?
- Ryzo AI Search & Visual Search lists 17 the others don’t mention, such as AI search, Behavior insights, Conversion tracking, Custom filters. 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 Ryzo AI Search & Visual Search, Nov 3, 2026 for SnapMatch; 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 Ryzo AI Search & Visual Search, Nov 3, 2026 for SnapMatch. 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.