Metrics Framework
Organize metrics by business impact:
Awareness Metrics
- Reach and impressions
- Follower growth
- Share of voice
- Brand mentions
Engagement Metrics
- Engagement rate
- Comments, shares, saves
- Click-through rate
- Video views and completion
Conversion Metrics
- Traffic from social
- Lead generation
- Sales attribution
- Customer acquisition cost
Advocacy Metrics
- User-generated content
- Brand mentions
- Net promoter score
- Referral rates
Match metrics to objectives. Don't measure engagement if conversion is the goal.
Platform Analytics
Leverage native analytics:
Instagram Insights Account reach, content interactions, audience demographics, follower activity times.
LinkedIn Analytics Post performance, follower analytics, visitor demographics, competitor comparison.
TikTok Analytics Video views, profile views, followers, content performance, audience insights.
Facebook Insights Page performance, post reach, engagement, audience demographics, video metrics.
Twitter Analytics Tweet performance, follower growth, audience interests, engagement rates.
YouTube Studio Watch time, subscriber growth, traffic sources, audience retention, revenue.
Native analytics provide baseline. Third-party tools add cross-platform views.
Attribution Models
Connect social to business outcomes:
First-Touch Attribution Credits conversion to first interaction. Shows awareness generation.
Last-Touch Attribution Credits conversion to final interaction. Shows conversion driving.
Multi-Touch Attribution Distributes credit across touchpoints. Shows full journey.
Time Decay Weights recent interactions more heavily. Reflects recency importance.
Position-Based Weights first and last touches. Balances awareness and conversion.
Data-Driven Algorithmic attribution based on actual patterns. Most accurate, most complex.
No model is perfect. Understand limitations of chosen approach.
Reporting Structure
Create effective reports:
Executive Dashboards High-level business metrics. Focus on outcomes, not activities.
Campaign Reports Performance against specific campaign objectives. Detail on tactics and results.
Monthly Performance Trend analysis over time. Progress toward goals.
Content Performance What content works and why. Inform content strategy.
Competitive Reports Benchmarking against competitors. Context for performance.
Report Best Practices
- Lead with insights, not data
- Compare to benchmarks and goals
- Include recommendations
- Visualize data clearly
- Tell the story data reveals
Competitive Analysis
Benchmark against competition:
Metrics Comparison Follower counts, engagement rates, posting frequency. Understand relative position.
Content Analysis What content types do competitors use? What performs well?
Audience Overlap Where do audiences overlap? Where do they differ?
Strategy Insights What can you learn from competitor approaches? What gaps exist?
Tools for Analysis Sprout Social, Socialbakers, Rival IQ, and similar tools enable competitive tracking.
Ethical Boundaries Analyze public data. Don't engage in deceptive practices.
Optimization Action
Turn insights into improvement:
A/B Testing Test content types, posting times, ad creative. Systematic testing yields insights.
Performance Patterns Identify what consistently works. Double down on winners.
Underperformance Analysis Understand why content fails. Avoid repeated mistakes.
Audience Feedback Comments and messages reveal preferences. Listen and adapt.
Algorithm Changes Monitor platform changes. Adapt strategy to new realities.
Continuous Improvement Regular optimization cycles. Small improvements compound.
Analytics without action is just reporting. Transform data into strategic decisions that improve results.