Analyze Aggregate Insights Across XR Sessions
Discover how XR experiences perform and evolve at scale by and and enabling AI-driven analysis.
Monitoring Experience TrendsComparing Session Behaviour
Authentication & user identity for immersive XR experiences.Connect XR data to 40+ engines, tools, and platforms.Custom analytics, benchmarking, and platform metrics from our data science team.Spatial analytics for the Unity engine.Spatial analytics for the Unreal engine.
Always know the health of your XR experience with analytics ready for AI. Track usage, comfort, and app performance trends or build your own with custom dashboards.
See XR project health at a glance. Track key signals like total sessions, time in XR, and session length in one place. Spot trends fast across versions, scenes, and user activity for dashboards or AI analysis.
Turn complex XR data into focused dashboards. Build custom views with charts, graphs, saved queries, or AI-ready datasets. Filter by date, tags, segments, and attributes to surface insights for teams or AI systems.
Understand how XR usage changes over time. Track activity across daily, weekly, and monthly trends to understand engagement patterns. Monitor retention, active devices, and whether usage is growing, stable, or dropping.
Confidently assess XR app performance. Monitor stability across scenes, versions, and devices as your app evolves. Quickly spot framerate drops, crashes, and bottlenecks using heatmaps and timeline overlays.
Measure comfort and immersion during XR sessions. Identify physical strain through posture, motion intensity, and body orientation as users move. Evaluate immersion by tracking boundary hits, movement coverage, and in-scene engagement.
See feedback trends across XR sessions. Review feedback summarized across users, sessions, and questions in one place. Quickly surface what's working and what's not using visual dashboards and filters.
Identify the location and environment where XR is used. View session locations by country or region, along with play space size and setup. Use captured device data to understand whether users play in stationary or room-scale mode.
Replay sessions, review profiles, and uncover performance insights across individual behaviours.
Visualize navigation, attention, and goals across sessions to uncover how tasks are completed in XR, common behaviours and engagement trends.
See how users behave across sessions in 3D. Visualize aggregate data to compare movement paths, interactions, and engagement. Navigate freely, adjust lighting or geometry, and easily share timestamped camera views.
Find precise answers inside complex XR data. Use filters, tags, and segments to narrow down the data that matters. Query sessions and events with simple or advanced logic, then visualize results or send them to AI systems.
Understand how users navigate XR environments at scale. Compare movement patterns across sessions to see where users start, pause, crash, and spend time. Identify skipped areas, idle zones, exits, and traffic hotspots to improve layout and design.
See attention patterns at scale in XR. Visualize gaze patterns with 3D heatmaps and fixation data across sessions. Identify shared focus zones and overlooked areas to guide better scene design.
Reveal how XR tasks perform at scale. Analyze goal progress step-by-step to see completions, timing, and drop-offs. Compare results across users and scenes to refine task design.
See how XR objects are used at scale. Compare interactions and fixation data across users and sessions to see what draws attention or train AI models. Explore each object in 3D with gaze heatmaps and fixation overlays to understand real use.
Start capturing real user behaviour, app activity, and device inputs in full 3D.
Capture app activity, device inputs, and user behaviour in real time across every XR session.
Access individual session data, replay recordings in 3D, and evaluate how each user performed.
MONITOR XR TRENDS
Monitor XR Trends Across Your Experience
View Top-Level Metrics
Create Custom Dashboards
See Usage Over Time
Monitor XR App Performance
Over 3,800 custom metrics have been configured by customers to surface insights on Cognitive3D.
Evaluate Comfort & Immersion
Summarize User Feedback
Compare Location & Setup
“Relying on data to drive content updates is the holy grail. Cognitive3D offers the deepest analytics I've seen for immersive experiences, letting us base every creative, UX, and UI decision on data.'
Josh Gold
EXECUTIVE PRODUCER, VR/MR APPS & CONTENT
ready to see What Every User Did?
COMPARE SESSION BEHAVIOUR
Analyze Behaviour Across XR Sessions
Compare Sessions in 3D
Segment, Query, & Prepare XR Data
See How Users Navigate
Visualize Where Users Focus
36+ million goals evaluated to highlight trends in behavior and attention.
Analyze Goal Performance
Discover How Objects Are Used
“Seeing one session gives you context. Comparing thousands reveals patterns. That's how product teams uncover what truly drives performance in immersive experiences.”
Tony Bevilacqua
FOUNDER & CEO
Ready To See Inside Your XR App?
Continue Exploring the Platform
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Track XR Experiences
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