This week, we focused on improving discoverability, usability, and performance across the platform. Here’s what’s new:

🔥 Highlights

• Bug Fixes: A round of improvements across the platform for a smoother, more stable experience.

• Session Replay Hover Previews: You can now hover over session replays for a quick look before diving in.

• Weekly Recommendation Email: Automatically delivered to your inbox — get a curated list of sessions based on your recent activity.

This week, we rolled out several updates to make it easier to filter, navigate, and get more value from your sessions.

🔥 Highlights

• New Filters in All Sessions and Search:

  You can now filter by Collection, Email, URL, and Date range

  → In All Sessions, filters help you zoom into specific session segments — like isolating replays by collection or source.

  → In Search, filters let you refine AI results — making it easier to find sessions by user or URL and uncover deeper insights around user intent and points of friction.

• UI Refresh: A new dashboard background and small visual improvements for a cleaner experience.

• Recommended API Fix: Smoother experience when browsing recommended sessions.

• Automated Recommendations: Weekly session recommendations now update automatically.

We rolled out several improvements this week to make it even easier to find information and navigate your sessions more effectively.

🔥 Highlights

• Global Search in Sidebar: Find what you need faster with a new workspace-wide search, now easily accessible from the sidebar.

• Default Chatbot Message in Session Replays: Get a clearer starting point when interacting with session replays.

• Improved Search Answer Links: More accurate jumps into the right sections directly from your search results.

• SOC 2 Compliance Progress: You can now track our SOC 2 compliance journey at trust.autoplay.ai

We’ve made key improvements to session navigation, search clarity, and overall platform experience to help you access insights faster and more intuitively.

🔥 Highlights

• Next/Previous Pagination: Easily navigate between sessions with new pagination controls on session pages.

• Expandable Summaries: Expand summaries directly from search results for quicker access to key insights.

• Auto-Scroll from Search: Clicking a summary in search now takes you directly to the relevant section in the session page.

• Top 10 Weekly Recommendations: Personalized session recommendations now appear in your inbox and dashboard to surface the most relevant insights.

This week, the team focused on improving the user experience across session insights, search, and chatbot interactions — making it easier to explore and act on replay data.

🔥 Highlights

• Formatted Search Answers: Clearly structured responses with source references for better context.

• Clickable Source Links: Navigate faster with direct links from summaries to the original session context.

• Quickly Create Collections: Instantly create collections directly from key insights or replay sessions.

• Embedded Chatbot: Get guidance and answers faster with a chatbot now available directly within the platform.

• PostHog Tracking Improvements: Enhanced configuration for more accurate analysis of user behavior.

• Wording Updates: Refined in-app messaging for clearer guidance and smoother navigation.

This week, we introduced enhancements to session organization, search functionality, and platform security. These updates improve usability and create a more seamless experience across the platform.

🔥 Highlights

• New Search Page: Improved navigation and a more intuitive search experience.

• Expanded Filtering Options: Hesitation and Knowledge filters are now available across all sessions for more precise exploration.

• Enhanced Platform Security: Strengthened security measures to better protect user data and platform integrity.

• Streamlined Session Organization: Improved tools and workflows for managing sessions more efficiently.

This week, we focused on enhancing session organization and improving search functionality to make it easier for users to manage and find relevant sessions. We also addressed various bugs to ensure a smoother overall experience.

🔥 Highlights

• Collection Management: Create, update, and delete collections to better organize sessions.

• Session Organization: Add and remove sessions within collections for easier management.

• Improved Search: Upgraded search with a new, more powerful repository for faster and more accurate results.

• Bug Fixes: General stability improvements and minor issue resolutions.

This week, our team focused on improving both design and functionality to elevate your experience on the platform. We implemented several updates to make navigation more intuitive and the overall interface more user-friendly.

🔥 Highlights

• Rebranded Onboarding Experience: Updated visuals and a redesigned flow for better user engagement and a smoother start.

• Revamped Navbar Design: Improved navigation structure and a more aesthetically pleasing interface.

• Updated Header Design: Cleaner, more modern look for a refreshed platform feel.

• Launched Collections Feature: Organize and manage your content more efficiently with the new Collections functionality.

This week, our team focused on enhancing platform stability and improving the overall user experience. We addressed key issues and introduced new features to make your interaction with the platform smoother, faster, and more secure.

🔥 Highlights

• Enhanced Session Replay Continuity: Improved across-session suggestions for a more seamless replay experience.

• Streamlined Authentication: Smoother login and authentication flows for easier access.

• Improved Display Accuracy: Enhanced visual consistency across sessions for a better user experience.

• Advanced Security Integration: Integrated Keycloak to deliver stronger, enterprise-grade security.

This week, we introduced a range of improvements to enhance how you search, navigate, and interact with your sessions. With a more intelligent search experience, better AI-driven insights, and a refreshed look, it’s now easier than ever to find what you need and guide your users effectively.

🔥 Highlights

• Smarter Search Capabilities: Explore and access session data more efficiently with upgraded search intelligence.

• Personalized Recommendations: Key sessions now surface directly on the home page for quicker discovery.

• More Accurate AI Insights: Improved contextual understanding and enhanced summaries for better decision-making.

• Fresh New Look: Updated branding and a redesigned signup experience to make onboarding even smoother.

• Optimized Session Search: Faster search performance and better result ranking for quicker access to what matters most.

This week, we rolled out a series of enhancements to improve the accuracy of AI insights, streamline video navigation, and make search more intelligent. These updates deliver clearer information, faster access to key insights, and a smoother overall experience.

🔥 Highlights

• AI Summaries: Improved AI-generated summaries with a newly formatted global summary for better clarity.

• Video Interface Updates: Updated the video player interface with a new summary position for easier navigation.

• Smarter Session Search: Enhanced AI-generated insights for more accurate and efficient session search results.

• Bug Fixes: Various performance and stability improvements.

This week, the Autoplay team focused on enhancing AI-driven features and refining system integrations. The backend received key updates, including improvements to AI analysis, chatbot API integration, and structured search handling.

On the AI side, we rolled out Semantic Navigation v2.1 and introduced the first version of our chatbot. Meanwhile, the frontend team made progress on chatbot integration and session replay enhancements. Significant work was also completed on evaluation metrics, particularly in bounding similarity and semantic similarity comparisons.

🔥 Highlights

• Bug Fixes: Various minor fixes and stability improvements.

• Chatbot Integration: Added chatbot functionality to capture interaction, intention, knowledge, and hesitation data.

• Semantic Navigation v2.1: Improved search and navigation experience based on semantic relevance.

• Session Replay Enhancements: Sessions in the pilot program can now be linked back to their original sources.

• Evaluation Metrics:

  • Bounding Similarity Comparison: Fully functional with JSON normalization.

  • Semantic Similarity Comparison: Nearing completion, with final prompt adjustments underway.

This week, the team focused on refining search accuracy, enhancing AI analysis capabilities, and improving the scalability of session replay processing. We rolled out several key updates and critical bug fixes to deliver a smoother, more reliable experience.

🔥 Highlights

• Search Accuracy: Improved precision when searching within session replays for faster, more relevant results.

• Atlas Integration: Transitioned pilot-beta programs into the Atlas product to consolidate features.

• Session Links: Added support for uploading and replaying sessions from external providers.

• Scalability: Optimized session replay analysis with a serverless architecture for greater performance and scalability.

• Bug Fixes: Enhanced data visualization for long session replays and addressed inconsistencies between search results and analysis accuracy.

This week, Autoplay’s team focused on enhancing search functionality, refining video processing logic, and streamlining our codebase. We also optimized session replay AI analysis processing for greater efficiency.

On the product side, we improved the Video Timeline and rolled out a stabilized version of AI Analysis with added Uvicorn workers.

Lastly, we addressed various bugs and made general improvements, including fixes for login issues and AI processing status updates.

🔥 Highlights

• Search functionality is now active.

• Improved video processing logic for better session reliability.

• Optimized session replay AI analysis processing for greater scalability and efficiency.

• Codebase refactored to boost overall performance.

• Video Timeline improvements for a smoother, more intuitive experience.

• New AI Analysis version available — stabilized with Uvicorn workers for improved reliability.

• General bug fixes and enhancements (login issues, AI processing status improvements).