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Lesson 4 of 5

Building Custom Reports & Dashboards

8 min read

Start with the Question, Not the Data

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.

Selecting Dimensions

  • Time: Day, week, month, quarter (for trend analysis)
  • Partner: Affiliate ID, tier, group (for partner-level analysis)
  • Geography: Country, region (for market analysis)
  • Campaign: Campaign ID, creative, landing page (for campaign optimization)
  • Traffic source: Organic, paid, social, email (for channel analysis)
  • Product: Offer, vertical, brand (for multi-brand operators)

Choosing Metrics

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.

ReportFrequencyRecipientsPurpose
Program dashboardDailyProgram managerHealth check, urgent issue detection
Partner performanceWeeklyAffiliate teamPartner evaluation, deal optimization
Revenue summaryMonthlyManagement, financeBusiness review, budget planning
Fraud monitoringDailyCompliance teamFraud 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