KOBU ‑ Menu Highlight vs Prefixbox AI Search Bar Filterfor Shopify (2026)
KOBU ‑ Menu Highlight and Prefixbox AI Search Bar Filter, while both categorized under 'Search and navigation' and 'Navigation and menus,' serve fundamentally different purposes for Shopify merchants. KOBU focuses on enhancing visual menu navigation, offering visually appealing menus (circle or square) to highlight products and collections, mimicking social media story formats. It prioritizes improved user experience by reducing bounce rates and increasing conversions through intuitive navigation, making it suitable for merchants looking to improve the browsing experience within collections and categories. Prefixbox, on the other hand, is an AI-powered search and filtering solution primarily targeting Shopify Plus merchants to optimize their site search functionality. It offers features like predictive search, dynamic product filters, and AI-driven product discovery. It is positioned for merchants seeking to improve search relevance, boost conversions through personalized search experiences, and gain deeper insights into user search behavior. Prefixbox integrates tightly with Shopify's theme editor for customized product tiles.
At a Glance
KOBU ‑ Menu Highlight
23 reviews
Prefixbox AI Search Bar Filter
41 reviews
Detailed Overview
KOBU ‑ Menu Highlight
Menu for featuring products, collections or links to improve visibility and accessibility
Key Features
- Display menu on mobile or desktop or both. Support mobile menu navigation bar
- Create multiple menu groups for different product types or collections
- Comprehensive design options to adjust menu gap, width, margin and custom css
- Menu badge for circle menu to highlight new or collection on sales
- Support multiple languages
Prefixbox AI Search Bar Filter
AI search, product discovery, predictive search bar with smart product filters. For Plus merchants
Key Features
- Customize product tiles and search & filter interface in Shopify’s Theme Editor
- Use dynamic product filters to refine by collections or features for search
- Override any filter or search result to promote products with Merchandising
- Empower shoppers with AI search (vector) that learns from behavior and context
- Track search and filter performance with analytics to boost conversions
Feature Comparison
| Rating | 5/5 | 5/5 |
Rating KOBU ‑ Menu Highlight5/5 Prefixbox AI Search Bar Filter5/5 | ||
| Reviews | 23 | 41 |
Reviews KOBU ‑ Menu Highlight23 Prefixbox AI Search Bar Filter41 | ||
| Primary Function | Visual Menu Navigation (Product/Collection Highlights) | AI-Powered Search and Filtering |
Primary Function KOBU ‑ Menu HighlightVisual Menu Navigation (Product/Collection Highlights) Prefixbox AI Search Bar FilterAI-Powered Search and Filtering | ||
| Target Merchant | All Shopify Merchants | Shopify Plus Merchants |
Target Merchant KOBU ‑ Menu HighlightAll Shopify Merchants Prefixbox AI Search Bar FilterShopify Plus Merchants | ||
| Key Features | Customizable circle/square menus, mobile support, menu badges, multiple languages | AI search, dynamic product filters, product merchandising, theme editor integration |
Key Features KOBU ‑ Menu HighlightCustomizable circle/square menus, mobile support, menu badges, multiple languages Prefixbox AI Search Bar FilterAI search, dynamic product filters, product merchandising, theme editor integration | ||
| Value Proposition | Improved UX, reduced bounce rate, increased conversions via visual navigation | Enhanced search relevance, personalized product discovery, increased conversions via smart filters and search |
Value Proposition KOBU ‑ Menu HighlightImproved UX, reduced bounce rate, increased conversions via visual navigation Prefixbox AI Search Bar FilterEnhanced search relevance, personalized product discovery, increased conversions via smart filters and search | ||
| Ease of Use | Theme section integration | Shopify Theme Editor Integration |
Ease of Use KOBU ‑ Menu HighlightTheme section integration Prefixbox AI Search Bar FilterShopify Theme Editor Integration | ||
| Backend Support | Multiple languages | Metaobject, metafield and product option support. Synonym management |
Backend Support KOBU ‑ Menu HighlightMultiple languages Prefixbox AI Search Bar FilterMetaobject, metafield and product option support. Synonym management | ||
Our Verdict
For merchants looking to enhance the visual appeal and ease of browsing specific product categories and collections, KOBU ‑ Menu Highlight is the more suitable option. Its focus on visual navigation and social media-inspired menus can create a more engaging shopping experience, especially on mobile devices. The ability to highlight new arrivals and sales through badges is also a strong point. Prefixbox AI Search Bar Filter, being targeted at Shopify Plus merchants, is the superior choice for larger stores with complex product catalogs and a need for advanced search functionalities. The AI-powered search, dynamic filters, and personalized recommendations can significantly improve search relevance and conversion rates, but its advanced features and potential cost might be overkill for smaller businesses or those not on Shopify Plus.
Common Questions
Which app is better for small businesses?
KOBU ‑ Menu Highlight is generally more suitable for smaller businesses that want to improve visual navigation and highlight specific products or collections without the complexity and cost of an AI-powered search solution.
Does KOBU ‑ Menu Highlight offer AI-powered search?
No, KOBU ‑ Menu Highlight focuses on visual menu navigation and does not include AI-powered search capabilities.
Can Prefixbox be used by standard Shopify merchants?
Prefixbox is primarily designed for Shopify Plus merchants, indicating that some features might not be compatible or fully functional on standard Shopify plans.
How does KOBU ‑ Menu Highlight improve the mobile shopping experience?
KOBU ‑ Menu Highlight offers mobile-optimized menu designs that are familiar to social media users, making navigation easier and more intuitive on smaller screens, potentially reducing bounce rates.
What kind of data does Prefixbox provide to improve search results?
Prefixbox provides analytics on search queries, filter usage, and product interactions, allowing merchants to understand search behavior and optimize search results and product merchandising strategies.
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