Cobinyiu AI Search vs Coveo AI Search & Discovery
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for Cobinyiu AI Search, Nov 9, 2026 for Coveo AI Search & Discovery.
The short answer
- Coveo AI Search & Discovery lists 12 features Cobinyiu AI Search’s listing doesn’t mention, including Autocomplete, Custom CSS, Custom filters.
Head to head
- United States
- Australia
Starter
- · 300 to 1,200 search credits/month
- · Products: 0 ~ 1,000 SKUs
Growth
- · 800 to 3,200 search credits/month
- · Products: 1,001 ~ 10,000 SKUs
Pro
- · 2,000 to 8,000 search credits/month
- · Products: 10,001 ~ 50,000 SKUs
Elite
- · 10,000–40,000 search credits/month
- · Products: 100,001 ~ 500,000 SKUs
Coveo for Commerce
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureStop losing sales to bad search results. Cobinyiu AI Search uses advanced vector technology to analyze customer intent deeply, delivering relevant results even for vague queries. Instead of frustrating customers with "No Results," guide them directly to the products they want to buy.
Bring powerful, multi-layered AI search to your Shopify storefront to transform B2C and B2B product discovery, adapt to intent in real-time, and increase conversion and revenue per visit. Empowered merchandising lets you fine-tune search, product listings, and recommendations, layer business rules on top of AI, and see detailed reporting.
- Smart Vector Search: Understands user intent beyond keywords.
- Precise Matching: Delivers relevant results to reduce drop-offs.
- Zero-Code Setup: Install and use instantly without configuration.
- Layered AI combines lexical & semantic search with intent & popularity models
- Dynamic facets & filters automatically generate and optimize in real-time
- Query suggestions and search as you type for streamlined product discovery
- Automatic onboarding to the Merchandising Hub for no-code search management
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 |  Cobinyiu AI Search |  Coveo AI Search & Discovery |
|---|---|---|
| Detected stores | Not published | 9 |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Apparel & Accessories, Hardware, Home & Garden |
| Top store countries | Not published | United States, Australia |
Reviews
| Measure | Cobinyiu AI Search | Coveo AI Search & Discovery |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 1 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Cobinyiu AI Search | Coveo AI Search & Discovery |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $11/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 4 | 1 |
Listing
| Measure | Cobinyiu AI Search | Coveo AI Search & Discovery |
|---|---|---|
| Shopify category rank | #110(ahead) | #141 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Aug 3, 2026 | Mar 5, 2025 |
| Languages | 2 | 1 |
| Developer | Cobinyiu Creativity INC. | Coveo Solutions Inc. |
FAQ
Cobinyiu AI Search and Coveo AI Search & Discovery: common questions
- What features does each app list that the other doesn’t?
- Cobinyiu AI Search lists 2 the others don’t mention, such as Custom dashboards, Real-time analytics. Coveo AI Search & Discovery lists 12 the others don’t mention, such as Autocomplete, Custom CSS, 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 14, 2026 for Cobinyiu AI Search, Nov 9, 2026 for Coveo AI Search & Discovery; 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 14, 2026 for Cobinyiu AI Search, Nov 9, 2026 for Coveo AI Search & Discovery. 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.