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prefixbox.com

Freemium

AI Search & AI Shopping Assistant for E-commerce

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Company
Prefixbox
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About prefixbox.com

Prefixbox offers AI-powered search and discovery solutions for Enterprise retailers, including AI Search, AI Navigation, AI Recommend, and Insights. These solutions aim to optimize online stores by providing personalized search experiences, relevant product recommendations, and actionable analytics to increase revenue and improve user experience.

How to Use

Prefixbox's solutions can be integrated into existing e-commerce platforms via API, front-end integration, or through platform-specific integrations like Shopify and Salesforce CC. Retailers can then leverage the AI-driven features to enhance search accuracy, product discoverability, and overall user engagement.

Key Features

  • AI Search
  • AI Navigation
  • AI Recommend
  • Prefixbox AI Agent
  • Insights & Experimentation Platform

Use Cases

  • Improving search result relevance and conversion rates.
  • Enhancing product discoverability through personalized recommendations.
  • Optimizing user experience with data-driven insights and A/B testing.
  • Automating merchandising and data mining tasks.

Key Features

AI Search
AI Navigation
AI Recommend
Prefixbox AI Agent
Insights & Experimentation Platform

Pros & Cons

Pros
  • Proven revenue increase of 10-25% and ROI within 3-4 weeks (based on case studies)
  • Combines vector search, LLMs, and keyword search for deep understanding of shopper intent
  • All-in-one platform: search, recommendations, navigation, AI agent, and analytics
  • Fully managed solution with dedicated search experts and ongoing optimization
  • Natively integrated with Shopify and earned 'Built for Shopify' badge
  • Personalization capabilities using customer data profiles (CDP)
  • Comprehensive A/B testing and analytics to continuously improve performance
  • Supports multiple deployment options: Shopify app, headless API, custom front-end
Cons
  • Pricing based on API request volume can be expensive for smaller e-commerce stores (starts at €1,250/month)
  • Some advanced features (e.g., real-time indexing, higher support levels) are only available on the Enterprise plan
  • Requires integration effort for non-Shopify or custom front-end setups
  • AI Navigation and AI Recommend are add-ons with additional costs
  • Limited to e-commerce use cases; not suitable for general web search or other industries

Best For

Improving search result relevance and conversion rates.Enhancing product discoverability through personalized recommendations.Optimizing user experience with data-driven insights and A/B testing.Automating merchandising and data mining tasks.

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FAQ

What is Prefixbox and how does it improve on-site search?
Prefixbox is an AI-powered product search and discovery solution for e-commerce retailers. It increases conversion rate and online revenue by using AI Search, AI Agent, and Product Recommendations to deliver relevant results and personalized experiences. It is used by leading retailers like Carrefour, Leroy Merlin, and Bauhaus.
Why does site search matter for my online store?
Shoppers who use site search generate over 6 times more revenue than those who do not. Prefixbox helps increase the number of search users by enhancing the search experience, thus capturing more high-intent shoppers.
What is Prefixbox’s AI Agent?
Prefixbox AI Agent is a ChatGPT-like conversational assistant that supports both product discovery and customer support. It simulates natural human conversation to reduce friction in the shopping journey, provide personalized recommendations (e.g., 'Gift for a 4-year-old girl’s birthday'), and boost conversions.
What does ‘Built for Shopify’ badge mean?
Prefixbox AI Search & Filter app earned the 'Built for Shopify' badge in 2025, the first among enterprise search providers. This confirms the app meets Shopify’s highest quality standards: easy to use, natively integrated, secure, high-performing, and designed to help merchants succeed.
How does Prefixbox help increase e-commerce sales?
By delivering more relevant search results and reducing search abandonment, Prefixbox boosts engagement and conversion rates, directly increasing revenue. Its AI Search and AI Agent understand a wide range of queries to provide accurate results.
What counts as an API request?
An API request is counted each time Prefixbox’s search is called (including every keystroke in Rich Autocomplete, filtering, paging, and execution of a search). For example, a user typing 'apple' uses 6 autocomplete requests plus 1 search request; additional filtering and paging add more requests. AI Navigation adds 3 requests per search, and AI Recommend requests vary by container placement.