Ryzo AI Search & Visual Search vs Wishlist Studio
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 22, 2026 for Wishlist Studio.
The short answer
- On the Shopify App Store: Ryzo AI Search & Visual Search 5.0 from 49 reviews and Wishlist Studio 5.0 from 1 reviews.
- Both list a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $49/month for Wishlist Studio.
- Wishlist Studio lists 11 features Ryzo AI Search & Visual Search’s listing doesn’t mention, including AI insights, Cart upsell, Checkout upsell.
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
- · AI visual search
- · Image upload search
- · Standard search speed
- · Up to 100 products
Growth
- · 6,000+ products
- · Advanced AI visual search
- · Basic GPU accelerated search
- · Email support
Enterprise
- · 6,000+ products
- · Advanced AI visual search
- · Advanced Wishlist [Formally Upsell Maxx]
- · Email + chat support
- · GPU accelerated search
- · Limited API access
Plus Enterprise
- · 10,000+ products
- · API for IOS/Android
- · Advanced AI visual search
- · Automatic catalog sync
- · Fashion-optimized AI model
- · GPU accelerated search (NVIDIA)
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.
Lensora – AI Visual Search lets shoppers discover products by simply uploading an image. Powered by advanced AI and fashion-aware visual recognition, Lensora instantly finds visually similar items from your store catalog. Improve product discovery, reduce search friction, and boost conversions by helping customers find exactly what they want through images instead of keywords.
- 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.
- Turbocharge sales with irresistible product recommendations!
- Search products instantly by uploading an image
- Empower your store with tailored upsells for maximum revenue!
- AI-powered visual matching for accurate results
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 |  Wishlist Studio |
|---|---|---|
| Detected stores | 98 | 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 | Wishlist Studio |
|---|---|---|
| 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 | Wishlist Studio |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $9/month(ahead) | $49/month |
| Longest free trial | 14 days | 7 days |
| Plans listed | 4 | 4 |
Listing
| Measure | Ryzo AI Search & Visual Search | Wishlist Studio |
|---|---|---|
| Shopify category rank | #5(ahead) | #163 |
| Shopify App Charts | #20 in Search and filters | Not on this week’s charts |
| Built for Shopify | Yes | No |
| Launched | Dec 23, 2024 | Jun 30, 2023 |
| Languages | 1 | 1 |
| Developer | Ryzo | EniMoh |
FAQ
Ryzo AI Search & Visual Search and Wishlist Studio: common questions
- Is Ryzo AI Search & Visual Search or Wishlist Studio cheaper?
- Both list a free plan. Paid plans start at $9/month for Ryzo AI Search & Visual Search and $49/month for Wishlist Studio. 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 Wishlist Studio?
- On the Shopify App Store: Ryzo AI Search & Visual Search 5.0 from 49 reviews and Wishlist Studio 5.0 from 1 reviews.
- What features does each app list that the other doesn’t?
- Ryzo AI Search & Visual Search lists 10 the others don’t mention, such as Behavior insights, Conversion tracking, Filter display, Instant search. Wishlist Studio lists 11 the others don’t mention, such as AI insights, Cart upsell, Checkout upsell, Conversion rates. 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 22, 2026 for Wishlist Studio; 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 22, 2026 for Wishlist Studio. 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.