Nosto is a personalization and marketing automation platform for online retailers, designed to increase customer engagement and sales.
Custom pricing based on business needs
Best Boost AI Search & Discovery Alternatives ranked by AI · updated Aug 2026
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Boost AI Search & Discovery is a Shopify search, filtering, and merchandising platform for online retailers. It combines instant search, collection rules, merchandising controls, and analytics in one system.
Top 6 Boost AI Search & Discovery alternatives
Full Sort is a Shopify merchandising app for organizing and automatically ranking products within collections. It helps store owners use sales, inventory,...
Pros
- Automates collection sorting using store-specific product data
- More focused on merchandising than Shopify's basic manual sorting
- Useful for large catalogs with frequently changing inventory
Cons
- Limited to Shopify stores compared with platform-agnostic merchandising tools
- Less suitable for advanced search and filtering than dedicated search platforms
- Pricing and plan limits are not clearly available
3
LimeSpot
LimeSpot
LimeSpot is an ecommerce personalization platform for retailers and Shopify merchants. It provides AI-powered product recommendations, merchandising, bundles, and personalized shopping experiences.
Pros
- More advanced personalization and merchandising controls than AiConvert
- Supports recommendations across multiple shopping journey touchpoints
- Better suited to larger catalogs and established retail teams
Cons
- Typically more expensive and complex than AiConvert
- Custom pricing makes direct cost comparison difficult
- May require more implementation and merchandising oversight
Custom pricing
4
Shopify Search & Discovery
Shopify
Shopify Search & Discovery is a free Shopify tool for improving storefront search, filtering, product discovery, and related-product recommendations. It is intended...
Pros
- No additional subscription cost for Shopify merchants
- Native integration with Shopify products, collections, filters, and checkout
- Simple controls for search relevance, synonyms, filters, and recommendations
Cons
- Much narrower customer segmentation and automation than Metisa
- Limited personalization compared with dedicated recommendation platforms
- Requires Shopify and does not support other commerce platforms
5
Kimonix
Kimonix
Kimonix is an AI-powered ecommerce merchandising platform for ranking products across collections and storefront experiences. It is built for growing and enterprise...
Pros
- More advanced segmentation and automation than Full Sort
- Supports performance-driven product ranking
- Designed for larger catalogs and multi-team merchandising workflows
Cons
- More complex to configure than Full Sort
- Typically more expensive than a focused Shopify sorting app
- May be excessive for small stores
6
Searchanise
Searchanise
Searchanise is an ecommerce search and navigation platform with product filters, recommendations, and merchandising controls. It serves online stores that need stronger...
Pros
- Combines search, filters, recommendations, and merchandising
- Supports multiple ecommerce platforms, unlike Full Sort
- Provides configurable ranking and product promotion controls
Cons
- Less narrowly focused on collection sorting than Full Sort
- Paid plans add cost for smaller stores
- Configuration can be more involved than a dedicated sorting tool
From $19/mo
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