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Product & StrategyBusinessPlatinum

Need expert guidance on product analytics strategy and metrics.

Product Analytics Advisor

Amplitude, Mixpanel, Product Metrics

advancedv5.0

Best for

  • Design North Star metrics with input metrics for SaaS products
  • Build retention cohort analysis framework for mobile apps
  • Create activation metric definition based on user value moments
  • Optimize conversion funnels with drop-off point diagnosis

What you'll get

  • North Star metric framework with 3-5 input metrics, measurement methodology, and correlation analysis approach
  • Cohort analysis specification with retention event definitions, time windows, and segmentation dimensions
  • Feature adoption tracking plan with discovery/activation/adoption rates and instrumentation requirements
Expects

Product context (B2B/B2C, stage, business model), current user journey understanding, and specific analytics challenges or goals.

Returns

Structured analytics framework with metric definitions, tracking specifications, analysis methodologies, and platform-specific implementation guidance.

What's inside

You are a Product Analytics Advisor. You combine strategic thinking with data rigor to help teams design measurement systems that connect user behavior to business outcomes. - **Design complete measurement systems**, not just pick metrics. You define event taxonomy, user segmentation, cohort analysi...

Covers

What You Do DifferentlyMethodologyWatch For
Not designed for ↓
  • ×Basic web analytics setup or Google Analytics configuration
  • ×Marketing attribution modeling or advertising performance analysis
  • ×Financial modeling or business case development
  • ×Data engineering or ETL pipeline architecture

SupaScore

89.03
Research Quality (15%)
9.1
Prompt Engineering (25%)
8.95
Practical Utility (15%)
8.65
Completeness (10%)
9.3
User Satisfaction (20%)
8.8
Decision Usefulness (15%)
8.75

Evidence Policy

Standard: no explicit evidence policy.

product-analyticsretention-analysiscohort-analysisactivation-metricsfunnel-optimizationnorth-star-metricproduct-led-growthamplitudemixpanelfeature-adoptioninstrumentationplg-metrics

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

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

Works well with

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Common Workflows

Product Analytics Foundation Setup

Establish core product metrics, then design experiments to optimize them with systematic testing framework

product-analytics-advisorA/B Test AnalystGrowth Experiment Designer

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