meta-social-metrics-framework

Define a three-tier social media metrics framework aligned to business goals.

1|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/peterbamuhigire/social-media-skills --skill meta-social-metrics-framework
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: meta-social-metrics-framework
Source: https://github.com/peterbamuhigire/social-media-skills/tree/main/meta-social-metrics-framework
Command: npx skills add https://github.com/peterbamuhigire/social-media-skills --skill meta-social-metrics-framework

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Traditional social metrics emphasis on followers and likes fails to demonstrate business impact. This framework defines a three-tier measurement system that links metrics to business goals, making reporting meaningful to owners and boards.

Core Features & Use Cases

  • Three-tier metric framework (Primary, Secondary, Comparative) aligned to a client's business objective
  • NSS and SOV guidance with calculation templates to track sentiment and share of voice
  • SMART target generation with baseline requirements and ROI references for leadership reporting

Quick Start

Provide a ready-to-use three-tier social metrics framework draft to the client and begin baseline data collection for the first three months.

Frequently Asked Questions about meta-social-metrics-framework

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I measure social media ROI for business goals instead of just followers and likes?

Social media ROI measurement requires a three-tier metrics framework that links Primary, Secondary, and Comparative metrics directly to business objectives. This approach shifts focus from vanity metrics to business value, generating SMART targets and board-ready ROI references for leadership reporting.

What is a three-tier social media metrics framework and when do I need it?

A three-tier social media metrics framework structures measurement into Primary, Secondary, and Comparative levels aligned to client objectives. You need this framework during client onboarding, monthly reporting, and quarterly governance to ensure consistent, business-aligned tracking across markets.

How do I calculate Share of Voice and Net Sentiment Score for social media reporting?

Share of Voice (SOV) and Net Sentiment Score (NSS) calculations require specific tracking templates and baseline data collection over the first three months. The framework provides guidance on inputs, outputs, and calculation methods to accurately track brand sentiment and market presence.

Can I use this metrics framework for East Africa social media market reporting?

This metrics framework is explicitly applicable to East Africa markets, ensuring social media measurement aligns with regional client objectives during onboarding and governance. It defines specific inputs, outputs, and calculation methods tailored to this market context.

What's the best way to structure board-ready social media KPI reports?

Board-ready social media KPI reports require SMART target generation with established baselines and ROI references using the Bodnar and Cohen 2012 methodology. This framework translates tiered metrics into leadership-ready insights that demonstrate tangible business impact to owners.

Why does my current social media measurement fail to demonstrate business impact to stakeholders?

Current social media measurement fails because traditional emphasis on followers and likes does not link to business goals. A three-tier measurement system solves this by aligning Primary, Secondary, and Comparative metrics to client objectives, making reporting meaningful to boards.