Prefixbox.com

Prefixbox AI Agent Prefixbox's AI product discovery suite takes personalization to the next level with technology you can talk to. Install Shopify App AI Agent Demo Integrations Discover how Prefixbox helps Enterprise retailers across all industries DIY: Bauhaus Bauhaus Czechia boosted revenue by 45% with Prefixbox's AI Search. Read Case Study Health and Beauty: Rossmann Rossmann Hungary tripled its Product Recommendation Revenue with Prefixbox AI Recommend. Read Case Study DIY: Shopify How Prefixbox Drove 39% More Orders on Shopify for a leading DIY store. Read Case Study DIY: Bauhaus Bauhaus Czechia boosted revenue by 45% with Prefixbox's AI Search. Read Case Study Health and Beauty: Rossmann Rossmann Hungary tripled its Product Recommendation Revenue with Prefixbox AI Recommend. Read Case Study DIY: Shopify How Prefixbox Drove 39% More Orders on Shopify for a leading DIY store. Read Case Study A state-of-the-art search and discovery solution for Enterprise retailers Prefixbox AI Search Streamline the path to purchase with data-driven search results that increase conversion rate. Explore AI Search Prefixbox AI Agent Prefixbox turns your browsers into buyers with a ChatGPT-like AI Agent that supports both product discovery and support scenarios. Explore AI Agent Prefixbox AI Navigation Increase engagement and help shoppers refine their search intent with just one click. Explore AI Navigation Prefixbox AI Recommend Inspire shoppers to explore your catalog with relevant recommendations that boost average order value. Explore AI Recommend Prefixbox Insights Optimize your solution with insightful metrics, frequent A/B tests, and search experts dedicated to improving the user experience in your store. Explore Insights Trusted by FAQ - Frequently Asked Questions What is Prefixbox and how does it improve on-site search? Prefixbox is a leading AI-powered product search and discovery solution for E-commerce retailers that increases conversion rate and online revenue. Prefixbox's powerful suite of AI Search, AI Agent, and Product Recommendations help retailers increase revenue by 45% without manual optimization. Our robust product discovery solution is used by leading retailers like Carrefour, Leroy Merlin, and Bauhaus. Prefixbox AI Search is now natively available in the Shopify app store and is the first of its kind to earn the 'Built for Shopify' badge. Why does site search matter for my online store? Shoppers that engage with search are the highest-intent visitors; they are looking for a specific product to buy. Shoppers who search generate over 6 times more revenue than those who don’t. Prefixbox helps increase the number of search users by enhancing the search experience. Discover more key insights in our Industry Benchmark Report. What is Prefixbox’s AI Agent? Prefixbox turns your browsers into buyers with a ChatGPT-like AI Agent that supports both product discovery and support scenarios. By simulating natural human conversation, Prefixbox’s AI Agent reduces friction in the shopping journey, provides the ultimate personalized shopping experience, and boosts conversions. It can recommend products for all types of conversational queries like ‘Gift for a 4-year-old girl’s birthday’ or ‘Do you have products that are both vegan and gluten-free?’ What does ‘Built for Shopify’ badge mean? Prefixbox AI Search & Filter app officially earned 'Built for Shopify' status in 2025, the first among enterprise search providers. This recognition confirms that our app meets Shopify’s highest quality standards: it’s 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 contributing to increased revenue for online retailers. Prefixbox’s AI Search and AI Agent understand a wide range of conversational questions to return relevant results no matter how shoppers search. Is Prefixbox compatible with my existing E-commerce platform? Yes, Prefixbox integrates seamlessly with major E-commerce platforms like Shopify, Salesforce, Magento, WooCommerce, and custom-built stores through APIs. How long does it take to implement Prefixbox? You can install Prefixbox for your Shopify store with one click. Implementation on other platforms typically takes just a few weeks. The Prefixbox team provides full support during integration to ensure a smooth and successful launch! Can I A/B test search configurations with Prefixbox? Absolutely. Prefixbox includes built-in A/B testing tools (both online and offline) that allow you to experiment with different search configurations and measure their impact on KPIs like click-through rates and conversions. Increase revenue with next-generation search. AI-Powered All Prefixbox suites are AI-powered to provide the most relevant results without needing manual optimization Easy Integration Fast, flexible, and effortless integration tailored to your store Localized Languages Language-specific features and support tailored to your market Market-Driven Development New products are consistently designed to meet evolving Enterprise expectations and demand Leave search to the experts and achieve ROI in 3-4 weeks On average, search users generate 70% of online revenue. Optimize your solution and increase revenue with Prefixbox AI Search, AI Navigation, AI Recommend, and Insights for maximum business performance. 30% proven Revenue increase 19% increase in Average Order Value 15% increase in Conversion Rate 30% proven Revenue increase 19% increase in Average Order Value 15% increase in Conversion Rate Statistics are based on Prefixbox Analytics Product Showcase Based on Search Analytics data we have learned that the site search user conversion rate is three times higher, which means they are three times more likely to make a purchase, so Prefixbox is essential for us. Silvia Burka Marketing Director, Praktiker Silvia Burka Marketing Director, Praktiker Our customers usually buy multiple products at a time and search for specific items. Prefixbox’s Related Searches are great because they quickly direct customers to additional products and boost our average order size. Adam Furjes Online Marketing Group Leader, Rossmann Adam Furjes Online Marketing Group Leader, Rossmann Our customers love Prefixbox’s Autocomplete. We are able to accurately predict products after just one character is entered! Once two characters are entered, the suggestions are perfect. Lukasz Kierus CEO, Tania Ksiazka Lukasz Kierus CEO, Tania Ksiazka Most of our customers buy our products as gifts, so they need good ideas to choose from, which makes Autocomplete’s accuracy and Related Search suggestions critical. Working with Prefixbox is easy and their products have really helped our customers. Arpad Poor Webstore Manager, Regio Jatek Arpad Poor Webstore Manager, Regio Jatek Prefixbox’s search analytics are amazing! We can see when our product search isn’t working and often look at the analytics portal to check the health of our search engine. Viktor Pasztor Marketing Manager, Best Byte Viktor Pasztor Marketing Manager, Best Byte Previous Next Case Studies See Pricing Pricing is based on API requests and the suites used. Learn more Fast, effortless Integration Prefixbox products are deeply integrated with major E-commerce platforms or you can choose to integrate them via API or front-end. Learn moreDetails API Integration Integrated with major E-commerce Platforms Front-End Integration Mobile App Integration Learn MoreDetails --- Prefixbox AI Agent Prefixbox's AI product discovery suite takes personalization to the next level with technology you can talk to. Install Shopify App AI Agent Demo Integrations Discover how Prefixbox helps Enterprise retailers across all industries DIY: Bauhaus Bauhaus Czechia boosted revenue by 45% with Prefixbox's AI Search. Read Case Study Health and Beauty: Rossmann Rossmann Hungary tripled its Product Recommendation Revenue with Prefixbox AI Recommend. Read Case Study DIY: Shopify How Prefixbox Drove 39% More Orders on Shopify for a leading DIY store. Read Case Study DIY: Bauhaus Bauhaus Czechia boosted revenue by 45% with Prefixbox's AI Search. Read Case Study Health and Beauty: Rossmann Rossmann Hungary tripled its Product Recommendation Revenue with Prefixbox AI Recommend. Read Case Study DIY: Shopify How Prefixbox Drove 39% More Orders on Shopify for a leading DIY store. Read Case Study A state-of-the-art search and discovery solution for Enterprise retailers Prefixbox AI Search Streamline the path to purchase with data-driven search results that increase conversion rate. Explore AI Search Prefixbox AI Agent Prefixbox turns your browsers into buyers with a ChatGPT-like AI Agent that supports both product discovery and support scenarios. Explore AI Agent Prefixbox AI Navigation Increase engagement and help shoppers refine their search intent with just one click. Explore AI Navigation Prefixbox AI Recommend Inspire shoppers to explore your catalog with relevant recommendations that boost average order value. Explore AI Recommend Prefixbox Insights Optimize your solution with insightful metrics, frequent A/B tests, and search experts dedicated to improving the user experience in your store. Explore Insights Trusted by FAQ - Frequently Asked Questions What is Prefixbox and how does it improve on-site search? Prefixbox is a leading AI-powered product search and discovery solution for E-commerce retailers that increases conversion rate and online revenue. Prefixbox's powerful suite of AI Search, AI Agent, and Product Recommendations help retailers increase revenue by 45% without manual optimization. Our robust product discovery solution is used by leading retailers like Carrefour, Leroy Merlin, and Bauhaus. Prefixbox AI Search is now natively available in the Shopify app store and is the first of its kind to earn the 'Built for Shopify' badge. Why does site search matter for my online store? Shoppers that engage with search are the highest-intent visitors; they are looking for a specific product to buy. Shoppers who search generate over 6 times more revenue than those who don’t. Prefixbox helps increase the number of search users by enhancing the search experience. Discover more key insights in our Industry Benchmark Report. What is Prefixbox’s AI Agent? Prefixbox turns your browsers into buyers with a ChatGPT-like AI Agent that supports both product discovery and support scenarios. By simulating natural human conversation, Prefixbox’s AI Agent reduces friction in the shopping journey, provides the ultimate personalized shopping experience, and boosts conversions. It can recommend products for all types of conversational queries like ‘Gift for a 4-year-old girl’s birthday’ or ‘Do you have products that are both vegan and gluten-free?’ What does ‘Built for Shopify’ badge mean? Prefixbox AI Search & Filter app officially earned 'Built for Shopify' status in 2025, the first among enterprise search providers. This recognition confirms that our app meets Shopify’s highest quality standards: it’s 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 contributing to increased revenue for online retailers. Prefixbox’s AI Search and AI Agent understand a wide range of conversational questions to return relevant results no matter how shoppers search. Is Prefixbox compatible with my existing E-commerce platform? Yes, Prefixbox integrates seamlessly with major E-commerce platforms like Shopify, Salesforce, Magento, WooCommerce, and custom-built stores through APIs. How long does it take to implement Prefixbox? You can install Prefixbox for your Shopify store with one click. Implementation on other platforms typically takes just a few weeks. The Prefixbox team provides full support during integration to ensure a smooth and successful launch! Can I A/B test search configurations with Prefixbox? Absolutely. Prefixbox includes built-in A/B testing tools (both online and offline) that allow you to experiment with different search configurations and measure their impact on KPIs like click-through rates and conversions. Increase revenue with next-generation search. AI-Powered All Prefixbox suites are AI-powered to provide the most relevant results without needing manual optimization Easy Integration Fast, flexible, and effortless integration tailored to your store Localized Languages Language-specific features and support tailored to your market Market-Driven Development New products are consistently designed to meet evolving Enterprise expectations and demand Leave search to the experts and achieve ROI in 3-4 weeks On average, search users generate 70% of online revenue. Optimize your solution and increase revenue with Prefixbox AI Search, AI Navigation, AI Recommend, and Insights for maximum business performance. 30% proven Revenue increase 19% increase in Average Order Value 15% increase in Conversion Rate 30% proven Revenue increase 19% increase in Average Order Value 15% increase in Conversion Rate Statistics are based on Prefixbox Analytics Product Showcase Based on Search Analytics data we have learned that the site search user conversion rate is three times higher, which means they are three times more likely to make a purchase, so Prefixbox is essential for us. Silvia Burka Marketing Director, Praktiker Silvia Burka Marketing Director, Praktiker Our customers usually buy multiple products at a time and search for specific items. Prefixbox’s Related Searches are great because they quickly direct customers to additional products and boost our average order size. Adam Furjes Online Marketing Group Leader, Rossmann Adam Furjes Online Marketing Group Leader, Rossmann Our customers love Prefixbox’s Autocomplete. We are able to accurately predict products after just one character is entered! Once two characters are entered, the suggestions are perfect. Lukasz Kierus CEO, Tania Ksiazka Lukasz Kierus CEO, Tania Ksiazka Most of our customers buy our products as gifts, so they need good ideas to choose from, which makes Autocomplete’s accuracy and Related Search suggestions critical. Working with Prefixbox is easy and their products have really helped our customers. Arpad Poor Webstore Manager, Regio Jatek Arpad Poor Webstore Manager, Regio Jatek Prefixbox’s search analytics are amazing! We can see when our product search isn’t working and often look at the analytics portal to check the health of our search engine. Viktor Pasztor Marketing Manager, Best Byte Viktor Pasztor Marketing Manager, Best Byte Previous Next Case Studies See Pricing Pricing is based on API requests and the suites used. Learn more Fast, effortless Integration Prefixbox products are deeply integrated with major E-commerce platforms or you can choose to integrate them via API or front-end. Learn moreDetails API Integration Integrated with major E-commerce Platforms Front-End Integration Mobile App Integration Learn MoreDetails --- AI Search By combining vector search, LLM capabilities, and keyword search, Prefixbox AI Search understands full sentences and the intent behind them. See Pricing Explore AI Search Trusted by Search users are ready to buy. Prefixbox Search ensures you’re prepared to sell. Search users drive more than 50% of online revenue and are 3-5x more likely to make a purchase. AI Search Engine The next generation of search technology leverages vector search, large language models (LLMs), and keyword search to understand shopper intent and return the most relevant results. Learn MoreDetails Personalized Search Improve user experience by showing shoppers search results personalized to their preferences, like brand, color and size, based on user profiles from your Customer Data Platform (CDP). Learn MoreDetails Merchandising Promote the products you want to sell with the power to alter search results, create banners and campaigns, and provide custom pathways to products that maximize profitability. Learn MoreDetails Rich Autocomplete Streamline the shopping experience and minimize zero result search pages with intuitive search query, category, and product suggestions based on user intent as soon as shoppers focus into the search box. Learn MoreDetails Search Analytics Track product and feature performance, engagement, and usage for insightful metrics that show improvement over time and highlight areas for optimization to further enhance the search experience. Learn MoreDetails Optimize your store with an all-encompassing search solution Vector search and keywords search working together to increase result relevancy Every search is an opportunity for revenue. Make them count with Prefixbox. Fully managed solution Our search experts continually optimize all products and features to move your KPIs and maximize revenue. We move your KPIs Prefixbox provides shoppers with data-backed results that help retailers achieve ROI in 3-4 weeks and has proven to increase online revenue by 10-25%. We’re always evolving Our Product Team continuously ships new features, and our Customer Success Team rolls them out regularly to keep your store ahead of its competition. Prefixbox AI Search understands your shoppers and provides them with results they’re looking for Personalization Personalize search results by user preferences like brand, color, and size based on user profiles from your Customer Data Platform (CDP). Personalized Search re-ranks search results based on the personalization strategy you configure in the Prefixbox Admin Portal. Query Understanding Natural Language Processing (NLP) understands the nuances of everyday language and translates shoppers’ naturally expressed queries into terminology the search engine understands. Ranking Algorithms determine product rankings by analyzing user behavior to ensure the most relevant products appear as top suggestions. The ranking hierarchy prioritizes products in stock, followed by items available for order, then pre-order. Result Retrieval Advanced retrieval features analyze text-based search queries and identify the information necessary to accurately process a shopper’s request. Data Mining & Automation Automated data mining collects anonymous user behavior data, and advanced algorithms use that information to update search result rankings, mine accurate keyword and synonym suggestions, and spell correct queries. We move your KPIs to help you achieve maximum business performance 10-25% proven Revenue increase 5-15% increase in Average Order Value 7-15% increase in Conversion Rate 2-5% Zero Result Search Rate achieved 10-25% proven Revenue increase 5-15% increase in Average Order Value 7-15% increase in Conversion Rate 2-5% Zero Result Search Rate achieved Statistics are based on Prefixbox Analytics See what retailers are saying about Prefixbox Prefixbox’s category suggestions for Autocomplete help immediately direct our customers to the products they’re looking to buy. Boris Svancara CEO, novynabytok.sk Boris Svancara CEO, novynabytok.sk Our customers usually buy multiple products at a time and search for specific items. Prefixbox’s Related Searches are great because they quickly direct customers to additional products and boost our average order size. Adam Furjes Online Marketing Group Leader, Rossmann Adam Furjes Online Marketing Group Leader, Rossmann Our customers love Prefixbox’s Autocomplete. We are able to accurately predict products after just one character is entered! Once two characters are entered, the suggestions are perfect. Lukasz Kierus CEO, Tania Ksiazka Lukasz Kierus CEO, Tania Ksiazka Based on Search Analytics data we learned that the site search user conversion rate is three times higher, which means these shoppers are three times more likely to make a purchase, so Prefixbox is essential for us. Silvia Burka Marketing Director, Praktiker Silvia Burka Marketing Director, Praktiker Most of our customers buy our products as gifts, so they need good ideas to choose from, which makes Autocomplete’s accuracy and Related Search suggestions critical. Working with Prefixbox is easy and their products have really helped our customers. Arpad Poor Webstore Manager, Regio Jatek Arpad Poor Webstore Manager, Regio Jatek Previous Next See Pricing Pricing is based on API requests and the suites used. Learn more Get in Touch Contact us to learn how our fully managed Search, Recommend, and Insights solutions achieve ROI in 3-4 weeks. Contact Us --- AI Agent: technology you can talk to Conversation is the ultimate personalization. Book Demo Turn browsers into buyers with your own ChatGPT-like AI Agent Automate support and answer shopper queries in real-time. Prefixbox’s AI Agent provides the ultimate personalized shopping experience that tailors each conversation to the shopper. Robust catalog management, detailed analytics, and advanced AI give your shoppers instant answers at scale to boost conversion rate and reduce your support costs. The future of online shopping is here. FAQ - Frequently Asked Questions What is Prefixbox’s AI Agent? Prefixbox’s AI Agent creates a ChatGPT-like experience for your store that increases online revenue by enhancing product discovery and helps retailers save costs by automating support. By simulating natural human conversation, Prefixbox’s AI Agent reduces friction in the shopping journey and provides the ultimate personalized shopping experience. It can recommend products for all types of conversational queries like ‘Gift for a 4-year-old girl’s birthday’ or ‘Do you have products that are both vegan and gluten-free?’ How does Prefixbox’s AI Agent personalize the shopping experience? Conversation is the ultimate personalization. By analyzing user behavior and preferences, Prefixbox’s AI Agent delivers tailored product suggestions and responses. It learns from each interaction, ensuring that recommendations align with individual shopper needs. What are the typical use cases for Prefixbox’s AI Agent? Common scenarios include recommending gifts, checking product availability, answering informational questions about store locations and package delivery, and providing support for payment issues. The AI Agent is versatile in addressing various shopper needs. I have a large product catalog that updates frequently. Can Prefixbox handle that? Prefixbox supports real-time product data updates and all feed formats for seamless catalog updates, and it can handle millions of products. Can Prefixbox’s AI Agent perform actions on behalf of customers? Yes, using custom actions, it can execute tasks such as modifying orders, initiating refunds, and collecting customer information. Can the AI Agent help in customer support? Absolutely! It can resolve most common issues autonomously, reducing support workload and creating seamless user experience. For complex cases, it can escalate to a live agent or integrate into your existing helpdesk workflows. How does the AI Agent help in customer retention? The AI Agent can automate follow-ups, turning interactions into valuable leads so you can focus on closing sales. Moreover, Prefixbox’s AI Agent can even integrate into your CRM with custom actions. Can the AI Agent handle complex customer inquiries? Yes, the AI Agent is equipped to manage a range of customer queries, from product availability and order tracking to providing expert recommendations. It simulates human-like conversations to address shopper concerns effectively. How does Prefixbox AI learn about my products and services? Prefixbox AI can be trained using your website data, help center content, FAQs, and product feeds. This enables it to provide accurate and context-aware responses to customer inquiries. Is the Prefixbox AI Agent multilingual? Yes. Prefixbox’s AI Agent supports over 90 languages, allowing businesses to engage with a diverse global customer base seamlessly. What kind of analytics does the AI Agent provide? The AI Agent comes with built-in analytics that track shopper intent, engagement metrics, and conversion rates. These insights help businesses refine their strategies and improve product discovery. Your Best Sales Associate, Always On Help shoppers who have questions about products, want to modify an order, or need expert recommendations. By simulating a human conversation, Prefixbox’s AI Agent reduces friction and boosts conversions—while freeing your team to focus on the most complex issues. Enterprise Product Catalog Management Prefixbox’s AI Agent supports real-time product data updates and all feed formats for seamless catalog syncing. Prefixbox AI Search Inside Chat Deliver relevant, AI-driven product suggestions right within the chat with an AI Agent that continuously learns from user behavior. Prefixbox’s built-in analytics understand shopper intent and improve product discovery Personalized Shopping Experience Deepen your customer’s shopping experience with AI-driven personalization that learns each user’s preferences and browsing history. Prefixbox AI Recommendations Automated data mining collects anonymous user behavior data, and advanced algorithms use that information to update search result rankings, mine accurate keyword and synonym suggestions, and spell correct queries. Generate Leads Capture customer inquiries and automates follow-ups, turning interactions into valuable leads so you can focus on closing sales. Speak to your customers in their language Prefixbox’s AI Agent speaks 90+ languages, allowing instant market expansion and improved engagement with a diverse customer base. Compare Similar Products Help shoppers decide between more products by answering their questions and sharing relevant product details. Prefixbox AI Agent Benefits Conversational Feels like talking to a real store assistant. Instant Immediate, 24/7 customer support and sales advice. Personalized Learns from user behavior, tailors answers to each customer. Typical Use Cases Recommend a gift for a 4-year-old girl’s birthday. Do you have products that are both vegan and gluten-free? Is this product available in a specific store? If not, when it will be in stock? If I order now, will it arrive by Friday? Will my order be processed today? I can’t complete payment. Could you help me? My order arrived, but the product is damaged.