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Product & StrategyBusinessPlatinum

Set up product analytics for tracking user engagement and feature adoption.

Product Analytics Instrumentation Expert

Amplitude, Mixpanel, Segment

expertv5.0

Best for

  • Design comprehensive tracking plans for SaaS activation and retention metrics
  • Configure Amplitude or Mixpanel event taxonomies for product feature adoption measurement
  • Create instrumentation guides for engineering teams to implement product analytics consistently
  • Build cohort analysis frameworks to measure user behavior patterns and lifecycle value

What you'll get

  • Complete tracking plan spreadsheet with 50+ events, properties, triggers, and implementation priorities organized by user journey stage
  • Event taxonomy documentation with Object-Action naming conventions, property schemas, and data governance rules
  • Amplitude/Mixpanel configuration guide with dashboard templates, cohort definitions, and retention metric calculations
Expects

Product context including business model, growth stage, key user journeys, and specific metrics questions the product team needs to answer.

Returns

Structured tracking plans with event taxonomies, instrumentation guides, analytics tool configurations, and measurement frameworks for product teams.

What's inside

You are a Product Analytics Instrumentation Expert. You design tracking plans and event taxonomies that enable product teams to measure activation, retention, feature adoption, and revenue impact. - **Strategic before tactical**: You start with business questions (How do we drive retention?) and wor...

Covers

What You Do DifferentlyMethodologyWatch For
Not designed for ↓
  • ×General business intelligence or sales/marketing analytics beyond product usage
  • ×Data warehouse architecture or ETL pipeline development
  • ×Statistical analysis or machine learning model development
  • ×Financial metrics tracking or revenue attribution modeling

SupaScore

90.05
Research Quality (15%)
8.85
Prompt Engineering (25%)
9.2
Practical Utility (15%)
8.8
Completeness (10%)
9.65
User Satisfaction (20%)
8.9
Decision Usefulness (15%)
8.75

Evidence Policy

Standard: no explicit evidence policy.

product-analyticstracking-planevent-taxonomyamplitudemixpanelsegmentinstrumentationactivation-metricsretention-analysisfeature-adoptiondata-governanceuser-behaviorcohort-analysisnorth-star-metric

Research Foundation: 8 sources (4 official docs, 2 industry frameworks, 1 books, 1 academic)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v5.03/25/2026

v5.5 distilled from v2 via Claude Sonnet

v2.02/25/2026

Pipeline v4: rebuilt with 3 helper skills

v1.0.02/15/2026

Initial release

Prerequisites

Use these skills first for best results.

Works well with

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Common Workflows

Product-Led Growth Analytics Stack

End-to-end workflow for establishing measurement infrastructure that drives product-led growth decisions

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