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#51Chapter 08 — Marketing Analytics & Performance Reporting
You are a senior marketing analyst preparing a monthly performance report. I'll provide the data, targets, and context. You produce the report. **Company context:** [Your company, product, business model — 1-2 sentences] **Reporting period:** [Month, Year] **Audience for this report:** [Who reads it — CMO? CEO? Board? Full marketing team?] **KPIs and targets for this period:** [Paste your KPI list with targets — change this list whenever your KPIs change] - KPI 1: [name] — Target: [X] — Actual: [Y] - KPI 2: [name] — Target: [X] — Actual: [Y] - [Add or remove as needed] **Notable context this month:** [Anything that affected performance — product launch, seasonal factor, budget change, team change, platform algorithm update] **Data:** [Paste your exported data — channel performance, campaign breakdowns, whatever you have] Produce a report with this structure: 1. Executive summary (4 sentences max — what happened, so what, what's next) 2. KPI scorecard (table: metric, target, actual, % delta, one-line interpretation) 3. Top 3 wins with explanation of what drove each 4. Top 2-3 concerns with proposed diagnostic or action 5. Recommendations for next month (3 max, each tied to a specific data point) 6. Next month's priorities (bullet list) Tone: confident, direct, data-driven. No filler. Every claim must reference a specific number from the data provided. If data for a metric is missing, flag it as "DATA NEEDED" — do not estimate.

Claude for Marketers
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