Compare User Journeys

Investigate what distinguishes two user groups by pulling session replays and metrics for each, then producing a behavioral diff. This skill answers "what do winners do differently?" with concrete evidence from real sessions.

CRITICAL: Tool Reference

Primary tools:

• Amplitude:get_amp_session_replay_info with action: "search" — Find sessions for each user group using event count filters and user property filters. Run this twice — once per group.
• Amplitude:get_amp_session_replay_info with action: "events" — Decode replays into interaction timelines. Run this for sessions from both groups.

Supporting tools:

• Amplitude:search_amp_entities — Search for existing charts, funnels, dashboards, and cohorts relevant to the comparison. Always check for existing analysis before building from scratch.
• Amplitude:use_amplitude_cohorts with action: "list" — Discover existing cohorts that define the groups (e.g., "power users", "churned", "converted").
• Amplitude:manage_amp_events with action: "get" and kind: "event" — Discover valid event names. Never guess event names.
• Amplitude:get_properties — Discover properties available for segmentation.
• Amplitude:get_amplitude_charts with include: "data" — Pull quantitative metrics segmented by the two groups for statistical grounding.
• Amplitude:use_amplitude_ai_feedback with facet: "insights" / facet: "mentions" — Check if feedback themes differ between groups.