Bloomreach Discovery v2 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 Nov 8, 2026.
The short answer
- Bloomreach Discovery v2 is detected on 1.7× as many Shopify stores as Coveo AI Search & Discovery: 15 vs 9 as of Nov 8, 2026.
- Coveo AI Search & Discovery lists 11 features Bloomreach Discovery v2’s listing doesn’t mention, including AI insights, Autocomplete, Behavior insights.
Head to head
- Belgium
- Denmark
- United Kingdom
- United States
- Australia
Free
Coveo for Commerce
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBloomreach Discovery offers AI-Driven product discovery focused on ROI. It leverages Loomi, our industry leading AI for ecommerce, to further drive product discovery. The Bloomreach Discovery x Shopify connector significantly simplifies your implementation to make sure pixel data from your storefront is fed appropriately into Bloomreach Discovery.
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.
- Autosuggest guides your site visitors and maximizes relevance of search results
- Search & category pages make it easy for shoppers to navigate your products.
- Bloomreach Recommendations displays recommended products powered by our Loomi AI
- 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 |  Bloomreach Discovery v2 |  Coveo AI Search & Discovery |
|---|---|---|
| Detected stores | 15(ahead) | 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 | Apparel & Accessories, Home & Garden, Furniture | Apparel & Accessories, Hardware, Home & Garden |
| Top store countries | Belgium, Denmark, United Kingdom | United States, Australia |
Reviews
| Measure | Bloomreach Discovery v2 | Coveo AI Search & Discovery |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | Bloomreach Discovery v2 | Coveo AI Search & Discovery |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | 1 | 1 |
Listing
| Measure | Bloomreach Discovery v2 | Coveo AI Search & Discovery |
|---|---|---|
| Shopify category rank | #146 | #141(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 19, 2024 | Mar 5, 2025 |
| Languages | 1 | 1 |
| Developer | Bloomreach | Coveo Solutions Inc. |
FAQ
Bloomreach Discovery v2 and Coveo AI Search & Discovery: common questions
- Which is more popular, Bloomreach Discovery v2 or Coveo AI Search & Discovery?
- Bloomreach Discovery v2 is detected on 1.7× as many Shopify stores as Coveo AI Search & Discovery: 15 vs 9 as of Nov 8, 2026.
- What features does each app list that the other doesn’t?
- Coveo AI Search & Discovery lists 11 the others don’t mention, such as AI insights, Autocomplete, Behavior insights, Exclude results. 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; 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. 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.