Case Study

Introduction

Clerk.io is a Copenhagen-based AI platform focused on delivering personalized customer experiences for e-commerce businesses. Its suite of tools helps online retailers boost conversions and customer retention by offering intelligent product recommendations, personalized search results, and email automation tailored to user behavior.

Top Remotely partnered with Clerk.io to strengthen and scale the platform’s AI personalization engine, build robust integrations with major e-commerce platforms, and enhance user-facing dashboards and analytics modules. The collaboration helped Clerk.io deliver real-time personalization at scale while maintaining seamless compatibility across tech stacks and storefronts.

Clerk.io powers digital personalization for over 2,500 e-commerce brands, with strong traction in mid-sized retail businesses across Europe.

Challenges

Online retailers faced persistent challenges including:

• Low conversion rates due to generic customer experiences.
  
• High cart abandonment from poor product discovery.
  
• Inability to effectively cross-sell or upsell products.
  
• Lack of integration between personalization, search, and email campaigns.

Objectives

Top Remotely was tasked with:

• Increase average order value (AOV) through tailored product suggestions.
  
• Reduce bounce rates and exit rates on product pages.
  
• Improve the relevancy of internal search results based on user intent.
  
• Unify personalization across website and email marketing channels.

Solutions

Clerk.io deployed its modular AI engine to address these challenges, with Top Remotely leading development and optimization of core modules and integrations:

• Product Recommendations: AI-powered cross-sell, upsell, and related product widgets placed dynamically across the site.
  
• Search & Navigation: Semantic search that understands shopper intent and auto-optimizes results based on real-time performance.
  
• Audience Segmentation: Behavioral analytics that segment users into intent-driven groups for targeted marketing.
  
• Email Personalization: Dynamic content blocks embedded in marketing emails, synced with on-site behavior.

Deployment Process

Top Remotely ensured a fast and scalable deployment pipeline using proven agile practices and ready-to-integrate modules:

• Integration: Plug-and-play setup via e-commerce platforms like Shopify, Magento, and WooCommerce.
  
• Data Sync: Synchronized store catalog, customer behavior, and order data through APIs.
  
• AI Training: Algorithms trained on historical customer behavior to tailor recommendations and search logic.
  
• Onboarding: Dedicated success managers trained store admins and marketers to use the dashboard effectively.

Results

With Top Remotely’s engineering support and platform enhancements, Clerk.io achieved:

• Achieved a 16% lift in conversion rate across web and email channels.
• Boosted average order value by 12% through dynamic bundling and smart upsells.
• Reduced bounce rate by 21% with improved search and discovery.
• Enabled 15% faster email campaign creation with auto-generated product blocks.

Technology Stack

• AI/ML Framework: Custom-built proprietary models in Python
  
• Data Processing: Apache Kafka, Redis
  
• Backend: Node.js, MongoDB
  
• Frontend: Vue.js
  
• Cloud Infrastructure: Google Cloud Platform
  
• Integration APIs: REST, GraphQL connectors with Shopify, Magento, WooCommerce, and BigCommerce

Top Remotely played a critical role in scaling Clerk.io’s AI personalization platform—enhancing the intelligence, performance, and user experience across retail touchpoints. Our deep experience in e-commerce AI, real-time data pipelines, and UX engineering helped Clerk.io deliver enterprise-grade personalization to thousands of mid-sized merchants without requiring a deep technical footprint. The result is a platform that’s fast to deploy, easy to use, and powerful enough to drive real business growth.