What data sources does this skill help integrate?

It provides guidance on integrating data from AMS platforms, Learning Management Systems (LMS), event registrations, and email marketing tools into a single source of truth.

What types of organizations benefit from this skill?

This skill is designed specifically for trade associations, professional societies, and non-profit member organizations that rely on membership data to drive strategy.

Can it help with member retention analysis?

Absolutely. It provides formulas for calculating retention rates, identifying first-year retention trends, and scoring members based on churn risk.

Does this skill help with financial reporting?

Yes, it includes frameworks for tracking dues vs. non-dues revenue ratios, operating margins, program profitability, and overall financial health metrics.

Association Metrics and Analytics

Name: Association Metrics and Analytics
Author: MemberJunction

byMemberJunction

0•

Analytics & Monitoring

Provides comprehensive guidance and frameworks for measuring association performance through KPIs, data-driven decision-making, and advanced reporting.

This skill equips Claude with specialized knowledge to help association professionals and developers build robust measurement cultures within member-based organizations. It covers a wide range of Key Performance Indicators—including membership retention, financial health, and program engagement—while providing best practices for benchmarking, survey design (such as NPS), and data governance. Whether you are building an Association Management System (AMS) dashboard or analyzing member churn, this skill offers the domain expertise needed to transform raw data into actionable strategic insights and demonstrate organizational value.

Key Features

01Guidance on data governance and AMS system integration

02Advanced analytics patterns for predictive modeling and lifetime value

03Best practices for member surveys and Net Promoter Score (NPS) analysis

040 GitHub stars

05Comprehensive KPI frameworks for membership, finance, and operations

06Benchmarking strategies using ASAE and industry-specific standards

Use Cases

01Creating automated reporting structures for board-level strategic goal tracking

02Developing a multi-touch attribution model for member recruitment and retention

03Designing a strategic performance dashboard for an Association Management System (AMS)

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add memberjunction/co-work-plugins metrics-analytics

For use in Claude.ai and ChatGPT

Download Skill