Analytics & Insights

When to Use This Skill

Activate this module when the user's request involves any of the following:

• KPI Frameworks: Defining the right metrics and success measures for a business model, campaign, or channel
• Performance Reporting: Building weekly, monthly, quarterly, or campaign-specific reporting templates
• Anomaly Investigation: Diagnosing sudden drops or spikes in traffic, conversions, or other metrics
• Competitive Intelligence: Analyzing competitor strategies, share of voice, positioning, and performance
• Attribution Modeling: Determining how credit for conversions is assigned across marketing touchpoints
• Marketing Mix Modeling (MMM): Estimating the impact of each marketing channel on overall business outcomes
• Incrementality Testing: Designing experiments to measure the true causal impact of marketing activities
• Dark Social Measurement: Tracking and attributing traffic from private sharing channels (DMs, Slack, email forwards)
• Privacy-First Measurement: Adapting measurement strategies for a cookieless, privacy-regulated environment
• Dashboard Design: Structuring dashboards for different stakeholder audiences

Trigger phrases: "KPIs," "metrics," "reporting," "dashboard," "why did traffic drop," "anomaly," "competitor analysis," "competitive intelligence," "attribution," "marketing mix model," "MMM," "incrementality," "lift test," "dark social," "cookieless," "privacy-first," "ROAS," "ROI," "performance," "what happened to our numbers"