📊 Analytics & Reporting

Platform-wide analytics, performance tracking, and data-driven insights.

Analytics Overview

PenguinMails provides two types of analytics:

1. Tenant Analytics (Customer-Facing)

Target Users: Tenant users (owner, manager, employee)
Purpose: Track email campaign performance, lead engagement, inbox activity
Routes: /dashboard/workspaces/[slug]/analytics, /dashboard/workspaces/[slug]/campaigns/[id]

Key Features:

  • Campaign performance metrics (opens, clicks, deliverability)
  • Lead scoring and segmentation analytics
  • A/B testing results
  • ROI tracking and attribution

Documentation: Documented in this README (sections below)

2. Internal Analytics (PenguinMails Staff Only)

Target Users: PenguinMails internal staff (super_admin, admin)
Purpose: Monitor platform health, track business metrics, support executive decision-making
Routes: /dashboard/admin/*, /dashboard/finance

Key Features:

  • Platform-wide user behavior tracking
  • Revenue and financial analytics (MRR, churn, LTV)
  • System performance metrics
  • Tenant health scores

Documentation: Internal Analytics and Platform Admin

Current Status (Tenant Analytics)

Overall Completion: 60% (Core Analytics in progress, Enhanced Analytics planned Q1 2026)

What’s Available Today:

  • ✅ Real-time performance dashboards (campaign-level)

  • ✅ Deliverability metrics tracking (inbox placement, bounce rates)

  • ✅ Engagement tracking (opens, clicks - directional accuracy ~75%)

  • ✅ Manual reporting with CSV/Excel/PDF export

  • ✅ KPI framework with business metrics (MRR, CAC, LTV, NRR)

  • ✅ OLAP analytics systems for real-time data processing

What’s Missing (MVP):

  • ❌ Dedicated analytics dashboard route (/dashboard/analytics)

  • ❌ Deliverability deep-dive with provider-specific insights

  • ❌ Engagement heatmaps for send time optimization

  • ❌ Comparative analytics for campaign comparison

  • ❌ Alert configuration UI for performance monitoring

Timeline: MVP completion Q1 2026, Enhanced Analytics Q1 2026

Features in This Category

✅ Available Now

Core Analytics

Essential performance tracking and reporting with directional insights.

Key Capabilities:

  • Real-time performance dashboards (campaign-level)

  • Deliverability metrics (inbox placement, bounce rates)

  • Engagement tracking (opens, clicks - ~75% accuracy)

  • Custom reporting and data export

  • KPI framework with business metrics

  • Manual reporting (scheduled reports, CSV/Excel/PDF)

Status: In Progress (60% complete) Priority: High

Current Limitations:

  • No dedicated analytics dashboard route

  • Analytics embedded in campaign views only

  • ~75% data accuracy (directional insights)

  • No provider-specific deliverability breakdown

⏳ In Development

Enhanced Analytics

Advanced analytics with AI-powered insights and predictive modeling.

Key Capabilities:

  • AI-powered campaign recommendations (Gemini AI)

  • Predictive analytics (send time, subject line, deliverability, churn)

  • Advanced behavioral and predictive segmentation

  • Custom dashboard builder with widgets

  • ROI tracking with multiple attribution models

  • 90%+ data accuracy with bot detection

Status: Planned Priority: Medium Target: Q1 2026

Dependencies:

  • Core analytics MVP completion

  • 30+ days of historical campaign data

  • ML infrastructure (Gemini AI integration)

🔜 Coming Soon

Missing MVP Features (Q1 2026)

Priority P0 (MVP Blockers)

  • Real-Time Analytics Dashboard - Dedicated /dashboard/analytics route with cross-campaign aggregation, workspace-level performance breakdown, and time-range selector (5-7 days)

  • Deliverability Analytics Deep-Dive - Provider-specific inbox placement tracking (Gmail, Yahoo, Outlook), bounce analysis with hard/soft classification, reputation monitoring, and blacklist alerts (5-7 days)

Priority P1 (MVP Important)

  • Engagement Heatmaps - Visual day-of-week × hour-of-day engagement patterns with optimal send time recommendations and timezone adjustment (4-6 days)

  • Comparative Analytics - Side-by-side campaign comparison (2-5 campaigns), A/B test result analysis with statistical significance, and export capabilities (5-7 days)

  • Alert Configuration UI - Customizable performance alerts (deliverability drop, bounce spike, spam complaints, blacklist detection) with email/SMS/webhook notifications (5-7 days)

Total MVP Effort: 24-36 days (5-7 weeks)

Other Features

  • Manual Reporting - Scheduled reports, CSV/Excel/PDF export (Active Q4 2025)

  • Tenant Analytics - Multi-tenant performance comparison (Planned Q2 2026)

Roadmap & Planning

Feature Completeness Review

Route Specifications

API Documentation

User Journeys

  • Customer Success Journey - Analytics-driven optimization workflows (internal journey reference)

  • Marketing Journey - Data-driven campaign management (internal journey reference)

  • Business Owner Journeys - ROI tracking and performance monitoring (internal journey reference)

Technical Architecture

Business Documentation

← Back to All Features