Coupon Code Tracking and Attribution

Coupon codes are the primary attribution method in prop trading partner programs. Unlike traditional affiliate tracking that relies on click-through links and cookies, prop trading partners often promote through YouTube videos, social media posts, and live streams where direct link clicks are less reliable. A coupon code that the customer enters at checkout provides clear attribution.

How Coupon Code Attribution Works

• Each partner receives a unique coupon code (e.g., "TRADER10" or the partner name).
• The partner shares the code in their content: videos, social posts, Discord servers, courses.
• When a customer enters the code at checkout, the sale is attributed to the partner.
• The partner earns commission and the customer receives a discount (if the code includes one).

This is cleaner than cookie-based tracking for influencer-driven programs because it does not depend on the customer clicking a specific link. A viewer who watches a YouTube video, remembers the code, and purchases three days later is still properly attributed.

Coupon Codes vs. Tracking Links: When to Use Each

First Click vs. Last Click vs. Coupon Priority

Attribution conflicts happen when a customer interacts with multiple partners before purchasing. You need a clear attribution model:

• Last click: The last partner link clicked before purchase gets credit. Simple but ignores the discovery partner.
• First click: The first partner who introduced the customer gets credit. Rewards discovery but ignores closing.
• Coupon priority: If a coupon code is used, it overrides any click-based attribution. This is the most common model in prop trading.
• Time decay: Credit is weighted toward the most recent touchpoint. More complex but fair.

Preventing Coupon Code Abuse

Coupon codes are vulnerable to specific types of abuse that you need to guard against:

• Code leaking: Codes shared on coupon aggregator sites (RetailMeNot, Honey). Monitor and take down leaked codes.
• Self-purchase: Partners using their own code to buy challenges. Implement rules against self-referral.
• Code swapping: Customers replacing one partner code with another at checkout. Your system should log all code entries.
• Shared codes: Multiple people using the same generic code making it impossible to attribute. Use unique codes per partner.
• Expired code reuse: Ensure codes can be time-limited and automatically expire.

Repeat Purchase Attribution

When a customer makes a second purchase (new challenge, reset, or upgrade), who gets credit? There are two approaches: lifetime attribution (the original referring partner always gets credit) or per-purchase attribution (credit goes to whichever code or link was used for that specific purchase).

Lifetime attribution is simpler and rewards partners for bringing high-value customers. Per-purchase attribution is fairer when customers switch between partner recommendations. Most prop trading firms use lifetime attribution with a 6-12 month window.