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gh-gtmagents-gtm-agents-plu…/commands/analyze-performance.md
2025-11-29 18:32:11 +08:00

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name, description, usage
name description usage
analyze-performance Consolidates webinar performance data, diagnoses drop-offs, and recommends optimizations. /webinar-automation:analyze-performance --window 30d --kpis "pipeline,attendance" --segments "enterprise,mid-market"

Command: analyze-performance

Inputs

  • window reporting range (7d, 30d, quarter).
  • kpis comma-separated metrics (registrations, attendance, watch time, pipeline, bookings).
  • segments optional persona/industry tiers.
  • experiments optional list of running tests to include.
  • source_data optional warehouse/BI query references.

Workflow

  1. Data Consolidation merge platform stats, MAP data, CRM outcomes, survey results.
  2. Quality Checks ensure dedupe, UTM alignment, consistent stage definitions.
  3. Insight Generation highlight top-performing sessions, drop-off points, engagement drivers.
  4. Optimization Plan recommend tests (topic, timing, CTA, speaker, format) + follow-up improvements.
  5. Action Tracking assign owners + deadlines for recommended changes.

Outputs

  • Performance summary table with KPI deltas vs targets.
  • Insight brief + prioritized actions.
  • Experiment backlog updates + measurement plan.

Agent/Skill Invocations

  • webinar-engagement-analyst leads analysis.
  • engagement-analytics skill provides measurement templates + diagnostics.
  • webinar-program-architect ensures insights feed back into strategy.