Fetch Pro vs Ryzo AI Search & Visual Search
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Fetch Pro, Nov 9, 2026 for Ryzo AI Search & Visual Search.
The short answer
- Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $9/month for Fetch Pro and $9/month for Ryzo AI Search & Visual Search.
- Fetch Pro lists 9 features Ryzo AI Search & Visual Search’s listing doesn’t mention, including AI insights, Custom CSS, Custom dashboards.
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.
Lite
- · 14-day free trial
- · 25 product syncs and indexed per month
- · 500 searches per month
- · Customizable widget settings
- · Embeddable search widget
- · Search analytics dashboard
fetchpro-starter
- · 100 product syncs and indexed per month
- · 5,000 searches per month
- · Customizable widget settings
- · Embeddable search widget
- · Search analytics dashboard
fetchpro-growth
- · 1,000 product syncs per month
- · 20,000 searches per month
- · Customizable widget settings
- · Embeddable search widget
- · Search analytics dashboard
- · Up to 1,000 indexed products
fetchpro-pro
- · 10,000 product syncs per month
- · 100,000 searches per month
- · Customizable widget settings
- · Embeddable search widget
- · Priority support
- · Search analytics dashboard
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
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureFetchPro helps customers discover products in your store using AI-powered search and visual understanding. Instead of relying only on keywords, FetchPro analyzes product images, descriptions, and attributes to interpret shopper intent. Customers can search using natural language or images, making it easier to explore products without needing exact product names.
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.
- Customers search using natural language like “red summer dress”
- Extracts product attributes like color, material, and style
- Shows related products when no exact match is found
- Search results based on product attributes and descriptions
- 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.
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 |  Fetch Pro |  Ryzo AI Search & Visual Search |
|---|---|---|
| Detected stores | Not published | 98 |
| Net store change, 28 days | 0 | +13 |
| Stores added, 28 days | Not enough data | 18 |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Apparel & Accessories, Home & Garden, Health & Beauty |
| Top store countries | Not published | United States, India, Australia |
Reviews
| Measure | Fetch Pro | Ryzo AI Search & Visual Search |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 49 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | 0% |
Pricing
| Measure | Fetch Pro | Ryzo AI Search & Visual Search |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $9/month | $9/month |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | Fetch Pro | Ryzo AI Search & Visual Search |
|---|---|---|
| Shopify category rank | #284 | #5(ahead) |
| Shopify App Charts | Not on this week’s charts | #20 in Search and filters |
| Built for Shopify | No | Yes |
| Launched | May 5, 2026 | Dec 23, 2024 |
| Languages | 1 | 1 |
| Developer | IAI | Ryzo |
FAQ
Fetch Pro and Ryzo AI Search & Visual Search: common questions
- Is Fetch Pro or Ryzo AI Search & Visual Search cheaper?
- Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $9/month for Fetch Pro and $9/month for Ryzo AI Search & Visual 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?
- Fetch Pro lists 9 the others don’t mention, such as AI insights, Custom CSS, Custom dashboards, Custom ranking. Ryzo AI Search & Visual Search lists 4 the others don’t mention, such as Behavior insights, Search bar, Stop words, Synonym groups. 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 Oct 13, 2026 for Fetch Pro, Nov 9, 2026 for Ryzo AI Search & Visual 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 Oct 13, 2026 for Fetch Pro, Nov 9, 2026 for Ryzo AI Search & Visual 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.