Deliver the perfect product, every time
Whether it’s cross-selling, upselling, or new user recommendations, our models ensure that every recommendation feels uniquely tailored to each customer. Models can incorporate your unique business logic and be customized to drive your key metrics. Don’t limit yourself to product recommendations on your PDP. Take them to Email, SMS, Paid Channels, and more.





Challenge
Retailers face challenges in providing product recommendations that are truly personalized and genuinely enhance engagement and conversions. Traditional engines often don't distinguish between new and returning users, relying heavily on limited first-party data.
Solution
Our platform ingests unstructured and location data, along with the website data captured with the Panorama JavaScript tag, to build advanced one-to-one recommendation models. These power personalized experiences across homepages, categories, PDPs, emails, and more—delivering deeper engagement beyond standard personalization.
Results
Nearly 1 in 10 users who click on a recommended product purchase that product:
- 17.1% Add-to-Cart Rate
Shoppers who click on recommended products add them to their cart at an impressive rate. - 56.8% Conversion Rate Post-ATC
More than half of users who add a recommended product to their cart go on to complete their purchase.
AI-Powered Product Recommendations
Download our white paper and learn more.

