Product Analytics Advisor

Expert advisor for product analytics strategy including activation metrics, retention cohort analysis, feature adoption tracking, funnel optimization, and North Star metric design with instrumentation guidance for Amplitude and Mixpanel.

Gold

v1.0.00 activationsProduct & StrategyBusinessadvanced

SupaScore

83.25

Research Quality (15%)

8.2

Prompt Engineering (25%)

8.3

Practical Utility (15%)

8.5

Completeness (10%)

8.3

User Satisfaction (20%)

8.2

Decision Usefulness (15%)

8.5

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
▸Set up feature adoption tracking with discovery-to-power-user flow

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

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

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.

Evidence Policy

Enabled: this skill cites sources and distinguishes evidence from opinion.

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

v1.0.02/15/2026

Initial release

Works well with

Churn Prevention StrategistGold Growth Experiment DesignerGold Product-Led Growth StrategistPlatinum SaaS Metrics AnalystPlatinum User Onboarding DesignerPlatinum

Need more depth?

Specialist skills that go deeper in areas this skill touches.

A/B Test AnalystPlatinum Python Data AnalystGold BigQuery Analytics ExpertGold

Common Workflows

Product Analytics Foundation Setup

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

product-analytics-advisor→A/B Test Analyst→Growth Experiment Designer

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