Prefixbox AI Search Bar Filter vs Wizzy AI Search & Filterfor Shopify (2026)
Both Prefixbox AI Search Bar Filter and Wizzy AI Search & Filter aim to improve product discovery and conversion rates on Shopify stores through enhanced search and filtering capabilities. While both apps have excellent ratings, Prefixbox positions itself for Shopify Plus merchants, implying a focus on enterprise-level features and customization, particularly through its integration with Shopify's Theme Editor and Markets functionality. Wizzy, on the other hand, appears to cater to a broader range of merchants with its emphasis on ease of use and its ability to implement fast search and filters without impacting page insights scores. Prefixbox emphasizes control through merchandising and synonym management, while Wizzy highlights understanding user intent and providing advanced AI driven search suggestions, visual swatches and trending searches.
At a Glance
Prefixbox AI Search Bar Filter
41 reviews
Wizzy AI Search & Filter
34 reviews
Detailed Overview
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
Wizzy AI Search & Filter
Enhance your conversion rate with Advanced AI Powered Search, Filter & Product Discovery tools
Key Features
- Full text contextual search, understands users intent to show relevant products
- Shows Recent Search Terms, Trending Searches, Visual Swatches and Blog Search
- Unlimited custom filters & Show Individual Variants on Search & Collection Pages
- Search by Colors, Size, Variations, Description, Tags, Metafields, SKU, barcode.
- Implements fast search and filters without hampering store's page insights score
Feature Comparison
| Rating | 5/5 | 5/5 |
Rating Prefixbox AI Search Bar Filter5/5 Wizzy AI Search & Filter5/5 | ||
| Reviews | 41 | 34 |
Reviews Prefixbox AI Search Bar Filter41 Wizzy AI Search & Filter34 | ||
| Target Merchant | Shopify Plus | General Shopify |
Target Merchant Prefixbox AI Search Bar FilterShopify Plus Wizzy AI Search & FilterGeneral Shopify | ||
| Theme Editor Integration | Yes | Not mentioned |
Theme Editor Integration Prefixbox AI Search Bar FilterYes Wizzy AI Search & FilterNot mentioned | ||
| AI Search Type | Vector AI (learns from behavior) | Contextual AI (understands intent) |
AI Search Type Prefixbox AI Search Bar FilterVector AI (learns from behavior) Wizzy AI Search & FilterContextual AI (understands intent) | ||
| Merchandising Control | Yes (override/promote) | Keyword redirects and recommendations |
Merchandising Control Prefixbox AI Search Bar FilterYes (override/promote) Wizzy AI Search & FilterKeyword redirects and recommendations | ||
| Performance Focus | Analytics tracking | Page insights score |
Performance Focus Prefixbox AI Search Bar FilterAnalytics tracking Wizzy AI Search & FilterPage insights score | ||
| Visual Features | Not specified | Visual Swatches |
Visual Features Prefixbox AI Search Bar FilterNot specified Wizzy AI Search & FilterVisual Swatches | ||
Our Verdict
For Shopify Plus merchants requiring deep customization and control over search results, collections, and filter presentation within the Shopify Theme Editor, Prefixbox AI Search Bar Filter is the stronger choice. Its advanced merchandising capabilities and emphasis on AI learning from user behavior make it suitable for stores with complex product catalogs and high traffic. Wizzy AI Search & Filter, however, is more suitable for general Shopify merchants seeking an easy-to-implement solution with advanced AI driven search suggestions, visual swatches and trending searches that enhances product discovery and improves conversion rates without negatively impacting page speed. Its focus on understanding user intent through contextual search and providing visual aids can benefit stores of all sizes.
Common Questions
Which app is easier to set up and use?
Wizzy likely offers a more straightforward setup due to its focus on ease of use and not being tied to the theme editor. Prefixbox, with its theme editor integration and advanced configuration, might have a steeper learning curve.
Which app offers more control over product promotion within search results?
Prefixbox offers explicit merchandising features allowing you to override or promote products in search results. Wizzy focuses on keyword redirects and recommendations.
Which app is better for stores with numerous product variants (sizes, colors, etc.)?
Wizzy directly addresses showing individual variants on search & collection pages. Prefixbox doesn't highlight this feature explicitly, but its metaobject and metafield support suggests it can handle variants as well, however not as user friendly.
Which app is more focused on optimizing for mobile search?
Neither app explicitly focuses on mobile optimization in their description, but both prioritize fast search and filters, which are crucial for a good mobile experience. Wizzy's claim about not harming page insights score could also suggest better mobile performance.
Which app provides better search analytics?
Prefixbox explicitly mentions tracking search and filter performance with analytics, giving it an edge in providing actionable insights.
Get More From Your Shopify Store
Run audits for SEO, CRO, PageSpeed, and AI visibility. Get a clear report and actionable fixes.
Try Fix My Store