Shining a Light on the Dark Side: John Wright on Revenue Leak, Data Sovereignty, and the Future of Affiliate Tech
In the affiliate world, data is often assumed to be the truth. But what happens when that data is quietly manipulated behind the scenes? John Wright, Co-Founder of StatsDrone and host of the Affiliate BI podcast, has spent years building the tools to expose these hidden losses.
We sat down with him to discuss the mechanics of "revenue leak," why data sovereignty will be the battleground of 2026, and how he reconciles maximising affiliate yield with his role as a trustee for responsible gambling charity BetBlocker.
The Reality of Revenue Leak
iGaming Times: Your platform tackles "Revenue Leak," calling it the dark side of affiliate marketing. What are the most common, invisible ways you see affiliates losing revenue today?
John Wright: I’m discovering more of these situations almost by the week. I’m finding three main situations where revenue leak is happening, and they are perhaps on the shady side: adding winning players near the end of the month, deleting players, and moving players to campaigns with lower revenue share deals.
Adding winning players is tough to spot, but you can look for patterns. Most players should have random deposit and withdrawal activity. If you see huge wins consistently appearing right before commission calculation, that's a red flag. You need to look not just at the winning amount, but at how much commission got cut in the process and the frequency.
Deleting players can happen at any time. We are working on identifying changes in data where players existed before but are now gone from the system. We’ve also seen players moved to campaigns with lower commission deals. There is no reason for it, but it is very difficult for affiliates to stay on top of all their data manually.
iGaming Times: StatsDrone supports over 2,200 affiliate programs. Generally speaking, are operator backends improving in reliability?
John Wright: Data is actually improving. The two things helping transparency are data being updated closer to real-time and tools like dynamic variables.
Dynamic variables give you click ID level tracking, which makes it technically tougher to do shady things to your data. For example, it might be tougher to add winning players when your click IDs are assigned on your side. Most programs don’t have real-time data yet, but we are seeing more programs push for hourly updates. This is major progress.
iGaming Times: You offer self-hosted versions of StatsDrone, emphasizing that you "cannot see" the user's data. Is data sovereignty becoming a critical issue?
John Wright: Trust is a part of it, but this is also about risk for everyone. I believe that in 2026, more companies are going to want to fully own and control their data.
It is a lot of work trying to build on-premise solutions, but I’m going to see how we can make this easier. We are not looking at data unless an affiliate asks us for help, like building their custom data viz solutions, but I think this demand for total ownership is going to grow in time.
Business Intelligence & Industry Maturity
iGaming Times: You host the Affiliate BI podcast. Do you believe the average iGaming affiliate is ready to adopt true Business Intelligence?
John Wright: In my work trying to crack the code on getting more sales, I’ll be transparent: people want BI, but they don’t always know what it looks like.
It is up to us as product owners to not just build BI systems, but to empower the user so they don’t need training to be smarter with their data. Our job is to make everyone a genius without needing to be a data expert.
iGaming Times: StatsDrone recently introduced a Freemium plan running until August 2025.
John Wright: We do want to gather more market intelligence, but there are a lot of things at play. Do we want to be a company that only caters to giants like Better Collective and Game Lounge, or do we want to be there for the startups?
We want to make sure we are helping the small-to-mid-sized affiliates too. I used to do affiliate coaching, so by nature, I like helping people, including startups. If freemium helps us gain users and support the smaller players, then great.
Responsible Gambling & The Future
iGaming Times: You have been involved with BetBlocker since the start. How do you reconcile data-driven yield maximization with the moral imperative of responsible gambling?
John Wright: Damn, these are solid questions. When I got into iGaming, I knew that if I didn’t do my work, someone else would. I also knew that by being in iGaming, I would have a chance to give back in some capacity, and that is why I help with BetBlocker.
I’m in a similar situation now with StatsDrone. If we are successful, we will be helping affiliates convert more players. I hope at some point we’ll be able to encourage affiliates to add more RG content so players know where to go if they need help. I still believe that if we didn’t build these tools, eventually someone else would, so I want to be one of the first and I want that opportunity to give back.
iGaming Times: If you were starting a new affiliate business today from scratch, what would your "minimum viable tech stack" look like?
John Wright: If you had asked me this two months ago, I’d have a completely different answer. Right now, I’d probably want to build everything custom.
WordPress is great for getting off the ground, but imagine having your own custom-built website powered by AI tools where even someone on your team can build and launch a page without coding skills. What used to require $50k and six months could now be done in almost a whole weekend. I’d build it all as custom because I now have the skills, but for everyone else, AI tools combined with WordPress are still a powerful combo.
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