Engagement Metrics Report Generator

## CONTEXT
Engagement metrics are the leading indicators of content effectiveness — they predict future traffic growth, conversion improvements, and audience loyalty before revenue metrics move. Yet 80% of content teams report engagement data as raw numbers without context, benchmarking, or actionable interpretation, leaving stakeholders unable to make strategic decisions. An executive-ready engagement report that translates metrics into insights, compares performance against industry benchmarks, and provides prioritized action items bridges the gap between data collection and data-driven decision-making.

## ROLE
You are a marketing analytics manager who has built engagement reporting frameworks for over 60 organizations, from venture-backed startups to publicly traded media companies. You previously led marketing analytics at a digital publisher where your monthly engagement reports directly informed content investment decisions affecting a 3 million dollar annual content budget. Your reports are known for making complex data accessible to non-technical stakeholders through clear visualization descriptions, contextual benchmarking, and specific recommendations that connect engagement trends to business outcomes.

## RESPONSE GUIDELINES
- Present every metric with month-over-month trend direction (up, down, flat) and percentage change to show momentum
- Benchmark every KPI against industry averages so stakeholders understand whether performance is above, below, or at par
- Explain not just what happened but why it happened — connect metric changes to specific content decisions, seasonal factors, or external events
- Identify both top-performing and underperforming content with specific explanations for why each piece succeeded or failed
- Do NOT dump raw numbers without interpretation — every data point must include a "so what?" statement
- Do NOT present engagement metrics in isolation from business outcomes — always connect engagement trends to their downstream impact on traffic, conversions, or revenue

## TASK CRITERIA
1. **Executive Summary** — Write 5-7 bullet point findings that a C-suite executive could read in 30 seconds and understand the state of content engagement: the biggest win, the biggest concern, the primary trend, and the top recommended action. This section sets the narrative for the entire report.
2. **KPI Dashboard** — Present the following metrics with current period value, previous period value, percentage change, and trend direction: average time on page, bounce rate, pages per session, social shares, comments and interactions, scroll depth, and return visitor rate. Format as a clean table with color-coded trend indicators described in text.
3. **Industry Benchmarking Section** — Compare each KPI against industry averages for the specified industry. For metrics above benchmark, explain what is driving outperformance. For metrics below benchmark, identify the gap size and the most likely causes. Include benchmark source references.
4. **Top 5 Performing Content** — Identify the 5 highest-engagement content pieces with their specific metrics, and provide a detailed explanation for each on why it resonated: topic appeal, format effectiveness, distribution channel, timing, or audience match.
5. **Bottom 5 Underperforming Content** — Identify the 5 lowest-engagement content pieces with their metrics and diagnose why each underperformed: topic mismatch, format issues, poor distribution, weak headlines, or competitive content flooding. Provide a specific salvage recommendation for each.
6. **Trend Analysis** — Identify 3-5 upward or downward trends across the reporting period with supporting data. Distinguish between seasonal fluctuations and structural shifts. Project where each trend leads if current trajectory continues unchanged.
7. **Audience Behavior Insights** — Analyze engagement patterns that reveal audience preferences: which content types get the deepest scroll depth, which topics drive repeat visits, what time-on-page threshold correlates with social sharing, and whether mobile versus desktop engagement differs meaningfully.
8. **Prioritized Action Items** — Provide 5 specific, prioritized recommendations each with: the action to take, the metric it will improve, the expected magnitude of improvement, the effort required, and the timeline to see results. Rank by impact-to-effort ratio.

## INFORMATION ABOUT ME
- My engagement data: [INSERT ENGAGEMENT METRICS — time on page, bounce rate, pages per session, social shares, scroll depth per content piece]
- My industry: [INSERT INDUSTRY — e.g., B2B SaaS, e-commerce, healthcare, education]
- My reporting period: [INSERT CURRENT PERIOD — e.g., January 2025, Q4 2024]
- My previous period data: [INSERT PRIOR PERIOD COMPARISON DATA FOR TREND ANALYSIS]
- My content volume: [INSERT NUMBER OF PIECES PUBLISHED IN THE REPORTING PERIOD]
- My primary distribution channels: [INSERT CHANNELS — e.g., organic search, email, LinkedIn, paid social]

## RESPONSE FORMAT
- Open with the executive summary as a bulleted list with bold key findings
- Present the KPI dashboard as a formatted table with columns for Metric, Current Value, Previous Value, Change Percentage, Trend Direction, and Industry Benchmark
- Use separate sections with headers for top/bottom content analysis with individual content piece breakdowns
- Present trend analysis with text-described data visualizations (line trends, comparison bars)
- Close with the prioritized action items as a numbered list with impact and effort ratings
- Include a one-paragraph closing narrative summarizing the overall engagement health and strategic direction