Reporting dashboards serve two audiences: the affiliate manager running the program and the affiliates promoting it. Each needs different views, different data granularity, and different time horizons. A well-designed reporting layer reduces support tickets from partners asking "where are my conversions?" and gives managers the signals they need to optimize deals, flag issues, and scale the program.
The Affiliate Manager Dashboard
The manager dashboard is the operational control center. It should surface program-level health metrics at the top, with drill-down capability into individual partner performance. The manager needs to answer three questions quickly: Is the program growing? Which partners are performing? Where are the problems?
Program overview: total sales, total revenue, total commissions, active affiliate count -- current month vs previous
Top performers: ranked by revenue generated, with trend arrows showing month-over-month direction
Flagged partners: affiliates with rising chargeback rates, declining conversion rates, or compliance issues
Commission forecast: projected payout for the current period based on confirmed and pending events
Funnel breakdown: clicks, registrations, purchases, resets -- by partner and by channel
The Partner-Facing Dashboard
Partners need real-time visibility into their own performance. The most common support request in prop trading affiliate programs is "I sent traffic but do not see my conversions." A partner dashboard that updates within minutes of a purchase eliminates most of these tickets.
Dashboard Element
Data Shown
Update Frequency
Conversion feed
Individual purchases with timestamp, product, and amount
Near-real-time (minutes)
Earnings summary
Current period commissions -- confirmed, pending, and projected
Hourly
Performance metrics
Conversion rate, AOV, clicks, registrations
Daily
Tier progress
Current tier, progress to next tier, qualifying metrics
Daily
Payout history
Past payouts with dates, amounts, and payment method
On payout
Near-real-time conversion reporting is table stakes for prop trading programs. Affiliates running paid media campaigns need to see conversions within minutes to optimize ad spend. A 24-hour reporting delay means a full day of potentially wasted budget on underperforming campaigns.
Challenge Lifecycle Reporting
Beyond standard conversion reporting, prop trading dashboards should include lifecycle event visibility. Both managers and partners benefit from seeing what happens after the purchase: how many referred traders start evaluation, how many pass, how many buy resets, and how many reach funded status.
For the manager, this data reveals partner quality -- an affiliate whose referred traders have a 12% pass rate is delivering a different audience than one with a 3% pass rate. For the partner, it provides content feedback -- if their audience is failing at high rates, the partner might adjust their content to set more realistic expectations.
Filtering and Segmentation
Dashboards without filters are dashboards that get ignored. Both managers and partners need to slice data by: time period (daily, weekly, monthly, custom), product type (challenge tier, account size), attribution method (link vs coupon), and geography. Managers additionally need filters for partner tier, commission model, and compliance status.
Date range picker with preset options (today, last 7 days, this month, last month, custom)
Geographic filter by country or region of the purchasing trader
Export to CSV for partners who want to run their own analysis
Offer CSV export on all dashboard views. Serious affiliates -- the ones driving real volume -- run their own analytics alongside platform reporting. Making data portable builds trust and reduces discrepancy disputes.
Key Takeaways
Build separate dashboards for managers (program-level control) and partners (individual performance visibility)
Near-real-time conversion reporting is essential -- affiliates running paid media cannot wait 24 hours for data
Include challenge lifecycle events (pass/fail, resets, funded) in reporting, not just purchase conversions
Dashboard filtering by date, product tier, attribution method, and geography is critical for both audiences
CSV export builds partner trust and reduces commission discrepancy disputes