Every useful report answers a specific question. "Which affiliates drove the most revenue last month?" "Which traffic sources have the highest conversion rate?" "Which country has the highest customer retention?" Define the question first, then select the dimensions and metrics that answer it.
Select 3-5 metrics per report. More than that creates noise. For a partner performance report: conversions, revenue, conversion rate, EPC. For a fraud monitoring report: click volume, conversion rate, quality score, IP distribution. Match metrics to the question you are answering.
Scheduling and Automation
Manual report generation is a time sink. Schedule your standard reports to run automatically: daily dashboard emails, weekly partner performance reports, monthly program summaries. Reserve manual report building for ad-hoc questions and deep-dive analysis.
Report
Frequency
Recipients
Purpose
Program dashboard
Daily
Program manager
Health check, urgent issue detection
Partner performance
Weekly
Affiliate team
Partner evaluation, deal optimization
Revenue summary
Monthly
Management, finance
Business review, budget planning
Fraud monitoring
Daily
Compliance team
Fraud detection, quality monitoring
Save your most-used report configurations as templates. When you need the same report with a different date range or affiliate filter, loading a template takes seconds instead of rebuilding from scratch.
Key Takeaways
Start every report with a specific question -- then select dimensions and metrics to answer it
Limit each report to 3-5 metrics to avoid information overload
Schedule standard reports (daily dashboard, weekly performance, monthly summary) for consistency
Save frequently used configurations as templates for quick reuse