Grouping affiliate publishers by their approval month and tracking their cumulative GMV contribution over 12+ months to evaluate publisher recruitment quality trends and time-to-peak-contribution curves. Reveals whether recruitment quality is improving or declining, and how long the typical publisher takes to reach meaningful contribution — essential data for forecasting program growth.
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