User Engagement Depth Analyzer
agentFreeA standalone Agent that analyzes the ratio between total event counts and unique user counts for every event type to reveal engagement concentration patterns. It classifies each event into engagement tiers (one-time, occasional, habitual), flags events where very few users generate disproportionate…
· Official publisher★ 3.1 (26 reviews)0 installsUpdated Jun 2026Marketing & CommunicationsAbout
A standalone Agent that analyzes the ratio between total event counts and unique user counts for every event type to reveal engagement concentration patterns. It classifies each event into engagement tiers (one-time, occasional, habitual), flags events where very few users generate disproportionate activity, and tracks how concentration patterns shift across periods. Provides focused on-demand engagement depth analysis without requiring a full Workflow 2 run.
Use cases
- Show me which events have the deepest user engagement
- Are there any events where a single user is generating most of the activity?
- How has engagement depth changed between December and February?
- Which events are one-and-done versus habitual repeat behavior?
- Flag any suspicious activity concentration patterns
- ✓Events-per-user ratio calculation for all event types across all periods
- ✓Three-tier engagement classification (one-time, occasional, habitual)
- ✓Extreme concentration flagging (high ratio with very few users)
- ✓Period-over-period engagement tier shift detection
- ✓Platform-level concentration analysis
- ▪Small absolute volumes mean some ratios may appear dramatic but are based on few observations
- ▪Absolute numbers always reported alongside ratios; findings from <10 events or <3 users are flagged
- ▪Cannot distinguish power users from bots — flags for investigation, not diagnosis
- ▪Engagement tiers use fixed thresholds — edge cases near boundaries are reported transparently
- ▪Platform-level ratios with 1 user should be interpreted with extreme caution
Reviews
★ 3.1 · 26 from installed workspacesNo written reviews yet — reviews appear once installed workspaces start rating this agent.
Connectors required
Runs entirely on what you paste in — no accounts to link, no data access to grant.