Inops – AI Search & Discovery 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 Inops, Nov 13, 2026 for Ryzo AI Search & Visual Search.
The short answer
- Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $69/month for Inops and $9/month for Ryzo AI Search & Visual Search.
- Ryzo AI Search & Visual Search lists 15 features Inops’s listing doesn’t mention, including Behavior insights, Conversion tracking, Custom filters.
Head to head
- United States
- India
- United Kingdom
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · 1500 products
- · 2-minute traffic bursts supported
- · 50k searches
- · 60 searches / min
Growth
- · 120 searches / min
- · 2-minute traffic bursts supported
- · 250k searches
- · 5,000 products
Pro
- · 15k products
- · 2-minute traffic bursts supported
- · 240 searches / min
- · 500k searches
Scale
- · 1m searches
- · 2-minute traffic bursts supported
- · 25k products
- · 460 searches / min
Development stores
- · AI-Powered Text & Image Search
- · Search Analytics
- · Smart Filtering Options
- · Standard email support
Basic-Up to 500
- · AI-Powered Text & Image Search
- · Gear up for BFCM - 2 months for $2.70/mo
- · Search Analytics
- · Smart Filtering Options
- · Standard email support
Enhanced-Up to 500
- · AI-Powered Text & Image Search
- · Business-Aware Search
- · Collection Filters
- · Gear up for BFCM - 2 months for $4.50/mo
- · Priority Support
- · Real-Time Sync
Basic-Up to 1000
- · AI-Powered Text & Image Search
- · Gear up for BFCM - 2 months for $5.10/mo
- · 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 featureInops replaces keyword search with AI that understands what customers mean. "Sneakers" finds "athletic shoes" automatically. Typos like "jackt" still find "jacket." Boost products for campaigns without breaking search quality. Boosts work as tiebreakers within relevant results — not overrides that push everything else down.
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.
- AI-powered search that understands shopper intent and finds relevant products
- Product and brand boosting to influence visibility based on business priorities
- Campaign management and analytics to review discovery performance over time
- 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 |  Inops |  Ryzo AI Search & Visual Search |
|---|---|---|
| Detected stores | Not published | 101 |
| Net store change, 28 days | 0 | +14 |
| Stores added, 28 days | Not enough data | 19 |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Apparel & Accessories, Home & Garden, Arts & Entertainment |
| Top store countries | Not published | United States, India, United Kingdom |
Reviews
| Measure | Inops | Ryzo AI Search & Visual Search |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 50 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | 0% |
Pricing
| Measure | Inops | Ryzo AI Search & Visual Search |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $69/month | $9/month(ahead) |
| Longest free trial | 14 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | Inops | Ryzo AI Search & Visual Search |
|---|---|---|
| Shopify category rank | Not enough data | #5 |
| Shopify App Charts | Not on this week’s charts | #20 in Search and filters |
| Built for Shopify | No | Yes |
| Launched | Dec 24, 2025 | Dec 23, 2024 |
| Languages | 2 | 1 |
| Developer | Reef Digital Services GmbH | Ryzo |
FAQ
Inops and Ryzo AI Search & Visual Search: common questions
- Is Inops or Ryzo AI Search & Visual Search cheaper?
- Only Ryzo AI Search & Visual Search lists a free plan. Paid plans start at $69/month for Inops 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?
- Inops lists 6 the others don’t mention, such as AI insights, Custom CSS, Custom ranking, Multi-language. Ryzo AI Search & Visual Search lists 15 the others don’t mention, such as Behavior insights, Conversion tracking, Custom filters, Custom styling. 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 Inops, Nov 13, 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 Inops, Nov 13, 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.