Analyzes social media campaign performance across platforms with engagement metrics, ROI calculations, and audience insights for data-driven marketing decisions
The Social Media Analyzer skill evaluates campaign performance across major platforms like Facebook, Instagram, Twitter, LinkedIn, and TikTok by processing engagement metrics such as reach, impressions, clicks, and shares. It calculates ROI indicators including cost per engagement and return on ad spend, while also delivering audience insights like demographics and peak interaction times. The skill surfaces trend patterns and benchmarks against industry standards to guide data-driven marketing decisions.
This skill suits performance marketers managing multi-platform social campaigns who need to optimize budget allocation and creative strategies based on hard data. Growth leads at agencies can leverage it to generate detailed client reports that highlight campaign strengths and weaknesses. Additionally, SEO/PPC operators looking to integrate social media results into broader digital marketing analyses will find it valuable for connecting engagement with paid media ROI.
Practitioners begin by importing structured campaign data from JSON or CSV exports, including platform metrics, ad spend, and content details. The next step involves calculating core engagement and ROI metrics, such as engagement rate and cost per click, while segmenting data by platform and time period. Following this, the skill analyzes audience behaviors and content performance to identify top-performing posts and optimal posting times. Finally, users review benchmark comparisons and recommendations to inform future campaign adjustments.
How does it handle data from multiple platforms? The skill normalizes metrics across platforms to provide comparable performance insights. Can it differentiate organic from paid engagement? Yes, but requires separate input of organic and paid data for accurate analysis. What formats are supported for campaign data? It accepts JSON, CSV exports, and structured text summaries of key metrics.
Attach the Social Media Analyzer skill to a Metaflow agent task by providing campaign data inputs such as platform metrics and ad spend. Expect the agent to return a detailed performance breakdown including engagement rates, ROI calculations, audience insights, and actionable recommendations. This skill integrates smoothly into workflows focused on cross-platform social media evaluation and optimization, allowing teams to accelerate data-driven decision-making.
For broader context, see our roundup of marketing skills claude, and read best Claude Code setup for marketing teams for related setup guidance.