Coveo AI Search & Discovery vs Hivebee AI
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
- Coveo AI Search & Discovery lists 13 features Hivebee AI’s listing doesn’t mention, including Custom filters, Custom ranking, Filter display.
Head to head
- United States
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Coveo for Commerce
Freemium
- · 100 AI searches per month
- · Answers in English & German
- · Realtime search refinement
- · Standard AI — solid search results
- · Understands typos & vague queries
- · Widget & search bar integration
Premium
- · 300 AI searches per month
- · Advanced AI — smarter, more accurate
- · Advanced analytics & revenue insights
- · All languages supported
- · Everything in Freemium, plus:
- · Faster search responses
Business
- · 1000 AI searches per month
- · Custom widget and search bar
- · Dedicated Account Manager
- · Everything in Premium, plus:
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureBring 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.
HiveBee adds AI understanding to your store’s search. Shoppers type full sentences or partial details in any language, ask follow-up questions and get matching products, even with no exact match. Use it as a chat assistant, as an upgrade to your existing search bar, or both – installed via theme app extension, no code.
- 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
- Conversational product discovery with follow-up queries.
- Context-aware sessions within a single search flow with fallback search.
- Automatic language detection and multilingual support!
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 |  Coveo AI Search & Discovery |  Hivebee AI |
|---|---|---|
| Detected stores | 9 | Not published |
| 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, Hardware, Home & Garden | Not published |
| Top store countries | United States, Australia | Not published |
Reviews
| Measure | Coveo AI Search & Discovery | Hivebee AI |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 12 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Coveo AI Search & Discovery | Hivebee AI |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $49/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | 1 | 3 |
Listing
| Measure | Coveo AI Search & Discovery | Hivebee AI |
|---|---|---|
| Shopify category rank | #141 | #24(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Mar 5, 2025 | Feb 3, 2026 |
| Languages | 1 | 1 |
| Developer | Coveo Solutions Inc. | Rankskipper |
FAQ
Coveo AI Search & Discovery and Hivebee AI: common questions
- What features does each app list that the other doesn’t?
- Coveo AI Search & Discovery lists 13 the others don’t mention, such as Custom filters, Custom ranking, Filter display, Filter usage. Hivebee AI lists 2 the others don’t mention, such as Custom dashboards, Image search. 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.