Affiliate reporting exists at three levels, each serving a different purpose. Dashboards give you a real-time snapshot. Reports provide structured, filterable data for analysis. Exports give you raw data for custom processing. Understanding when to use each level saves time and prevents information overload.
Real-time data shows what is happening right now -- useful for catching issues early (traffic drops, fraud spikes, conversion anomalies). Historical data shows trends over time -- useful for strategic decisions (which partners are growing, which deals need adjustment, where to invest). Your reporting system should support both views.
Dimensions and Metrics
Every report combines dimensions (what you are analyzing) with metrics (what you are measuring). Dimensions include: affiliate, campaign, country, date, device, traffic source. Metrics include: clicks, conversions, revenue, commission, conversion rate, EPC (earnings per click). The combination determines what the report reveals.
Filters and Segmentation
Raw data is noise. Filters turn it into insight. Segment by date range, affiliate tier, traffic source, country, or campaign. Compare segments: how does this month compare to last month? How do Gold-tier partners perform vs. Silver? Which countries have the highest conversion rates? Filters make reports actionable.
Build 3-4 standard report templates that you run weekly. Ad-hoc reports are useful but time-consuming. Standard templates ensure you consistently monitor the metrics that matter most.
Key Takeaways
Dashboards for real-time health checks, reports for structured analysis, exports for custom processing
Real-time data catches urgent issues; historical data reveals trends for strategic decisions
Every report combines dimensions (what you analyze) with metrics (what you measure)
Build standard weekly report templates to ensure consistent monitoring