Enhanced personalization capabilities with new product feed algorithms (e.g., best-sellers) and dynamic content management via published field support. Added event schemas, advanced algorithms for recommendations, and fallback logic, alongside improvements to file uploads and UI updates.

Released the backend foundation for funnel analytics, enabling teams to track user behavior, identify drop-offs, and lay the groundwork for advanced funnel insights. Made key improvements to Shopify onboarding, mobile email previews, export functionality, and Stripe source management.

Released CSV import for users, accounts, and events to streamline data consolidation. Launched an Android SDK for tracking app interactions. Fixes include improved Shopify onboarding, dynamic subscription pricing updates, and corrected MTU plan API calls.

Released a redesigned Messages tab with dynamic content support for emails and SMS, improved deletion confirmation for clearer object management, and advanced segmentation using account attributes for precise targeting. Introduced basic RECS project functionality for personalized product feeds. Key fixes include optimized logging to prevent system slowdowns, schema update corrections, improved journey tracking, enhanced reporting filters, and seamless email creation in the updated interface.