Shopper Expectations
- Relevant product suggestions
- Dynamic content and offers
- Seamless multi-device experience
- Real-time recommendations
- Post-purchase personalization
Suggest products based on browsing behavior, purchase history, and trending items to maximize engagement and conversions
Dynamic carousels, banners and offers tailored to each user’s intent and preferences
Deliver smart product suggestions at cart, checkout, and post-purchase stages to increase average order value
Segment users by behavior and demographics to deliver highly targeted and relevant experiences
Automatically show region-specific offers, language, or product availability for a truly personalized experience
Integrate recommendations into Klaviyo, Mailchimp, Attentive and other marketing platforms
Highlight VIP-only offers, loyalty points and exclusive deals based on customer tiers
Test layouts, recommendation logic, and content variations to continuously improve engagement and conversions
We pinpoint key touchpoints across browsing, cart, and post-purchase stages to ensure every interaction adds value
Seamlessly ingest product feeds, customer history, and real-time behavior via Shopify, GA4, CDPs or APIs for precise personalization
Configure AI/ML-powered or rule-based recommendation engines tailored to your business needs and complexity
Deploy personalized components across your homepage, product pages, collections, emails, and modals for a cohesive shopping experience
Continuously monitor engagement, A/B test variants, and refine strategies to maximize conversions and ROI
Algolia Recommend, Clerk.io, Dynamic Yield, Nosto, Recom.ai
Klaviyo, Mailchimp, Omnisend, Postscript
GA4, Shopify Flow, Segment, Amplitude, Custom ML Models
Segment, HubSpot, Customer.io, Salesforce
Via Shopify Liquid, GraphQL API, or Headless frameworks
Yes. You can use rule-based logic, AI models, or a hybrid approach.
No. All recommendation components are optimized for performance and load async.
Absolutely. We support Liquid, Hydrogen, Vue, React, and custom APIs.
Yes. We offer quick-start tools that don’t require deep ML setups.
Turn every visitor into a loyal customer with intelligent AI-driven personalization that delivers the right product, to the right person, at the right time