Analytics & Data

Designs A/B test plans with hypothesis, variants, sample size calculations, success metrics, and statistical significance criteria.

Plans web analytics implementation with event tracking, goals, conversion setup, and dashboard configuration.

Designs marketing attribution models with channel mapping, weighting logic, reporting recommendations, and implementation steps.

Creates industry benchmarking reports comparing business metrics against standards and best-in-class performers.

Creates cohort analysis frameworks for understanding retention, revenue, and behavior patterns over time.

Maps and analyzes conversion funnels with drop-off identification, optimization priorities, and benchmarking.

Calculates customer lifetime value with segmentation, prediction models, and retention investment recommendations.

Plans data collection strategies with tracking requirements, privacy compliance, storage recommendations, and implementation steps.

Plans data dashboard layouts with metric selection, visualization types, refresh frequency, and user-focused design.

Analyzes customer feedback data to identify themes, sentiment patterns, and actionable improvement priorities for product and service decisions..

Writes grant progress and final reports with metric tracking, narrative updates, and financial accounting..

Creates annual impact reports with metric visualization, beneficiary stories, and donor recognition sections..

Sets up KPI tracking dashboards in Notion with metrics, targets, status indicators, and trend tracking for any business type.

Designs marketplace fee structures with commission models, premium tiers, and competitive analysis.

Defines and tracks marketplace health metrics including liquidity, take rate, GMV, and supply/demand balance.

Creates metric glossaries defining how each business KPI is calculated, tracked, and interpreted with formulas, data sources, and ownership.

Creates board meeting packets with agenda, financial summaries, program updates, and vote items for nonprofit governance..

Organizes and documents reusable prompt libraries with categories, variables, and quality scoring.

Sets up SaaS metrics dashboards tracking MRR, churn, LTV, CAC, expansion revenue, and cohort retention.

Analyzes customer sentiment from reviews, social media, and support tickets with trend tracking, theme categorization, and alert recommendations.

Designs social impact measurement frameworks with indicators, data collection methods, and reporting templates..

Analyzes survey results with statistical summaries, cross-tabulations, trend identification, and actionable insight recommendations.