Analyze Aggregate Insights Across XR Sessions
Monitor XR Trends Across Your Experience
Know whether your XR experience is improving, holding steady, or needs attention. Track usage, comfort, feedback, app performance, location, setup, and custom dashboard trends for clearer reporting and AI-assisted analysis.
View Top-Level Metrics
See XR project health at a glance. Track total sessions, time in XR, session length, version activity, scene activity, and usage trends in one place. Quickly spot trends across versions, scenes, and user activity for dashboards or AI analysis.
Create Custom Dashboards
Build the dashboard view each decision needs. Combine charts, graphs, saved queries, and AI-ready datasets into focused views. Filter by date, tags, segments, and attributes to surface the XR signals teams need to review, share, or investigate.
See Usage Over Time
Validate whether XR usage is growing, stable, or dropping over time. Track daily, weekly, and monthly activity trends, retention, active devices, spikes, and drop-offs to understand engagement patterns.
Monitor XR App Performance
Validate app stability across scenes, versions, and devices as your XR app evolves. Monitor framerate drops, crashes, battery drain, CPU / GPU load, and bottlenecks. Use heatmaps and timeline overlays to spot performance issues earlier.
Evaluate Comfort & Immersion
Measure whether the XR experience supports comfortable movement and meaningful immersion. Track posture, motion intensity, body orientation, boundary hits, movement coverage, and in-scene engagement to identify strain indicators, spatial friction, or low engagement across sessions.
Summarize User Feedback
See whether user feedback is isolated or recurring across XR sessions. Review captured responses across users, sessions, questions, scenes, tags, and segments. Use visual dashboards and filters to surface what users consistently report is working or not working.
Compare Location & Setup
Identify whether location or setup conditions are shaping XR usage. View sessions by country or region, compare play space size, and understand whether users are in stationary or room-scale mode.
“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.'
ready to see What Every User Did?
Replay sessions, review profiles, and uncover performance insights across individual behaviours.
Analyze Behaviour Across XR Sessions
Understand what works across XR sessions. Compare navigation, attention, goal outcomes, object use, and segments to identify repeatable patterns, friction points, and improvement opportunities.
Compare Sessions in 3D
Prove whether spatial behaviour patterns repeat across sessions. Visualize multiple sessions together in 3D to compare movement paths, interactions, and engagement. Navigate freely, adjust lighting or geometry, and share timestamped camera views for collaborative review.
Segment & Query XR Data
Find precise answers inside complex XR datasets. 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 for analysis.
See How Users Navigate
Know if users move through XR environments as intended. Compare movement patterns across sessions to see where users start, pause, crash, spend time, skip areas, and exit. Use aggregate navigation evidence to improve layout, design, onboarding, or task flow.
Visualize Where Users Focus
See which areas attract attention and which are overlooked in XR. Visualize gaze patterns with 3D heatmaps and fixation data across sessions. Identify shared focus zones and blind spots to guide better scene design.
Analyze Goal Performance
Reveal how XR tasks perform at scale. Analyze goal progress step-by-step to see completions, timing, skipped steps, failures, and drop-offs. Compare results across users, sessions, and scenes to refine task design.
Discover How Objects Are Used
Prove which XR objects are noticed, used, or ignored at scale. Compare interaction, gaze, and fixation data across users, sessions, scenes, and dynamic objects. Explore each object in 3D with heatmaps and overlays to understand real use.
“Seeing one session gives you context. Comparing thousands reveals patterns. That's how product teams uncover what truly drives performance in immersive experiences.”
Ready To See Inside Your XR App?
Start capturing real user behaviour, app activity, and device inputs in full 3D.
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Track XR Experiences
Build a complete record of what happens in XR. Record app activity and capture device inputs so teams can replay, validate, and analyze with confidence.
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Explore Individual Behaviour
Organize and evaluate how individual users behave, decide, and perform by accessing XR data, replaying sessions, or connecting insights to AI systems.
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