Day 173: 20% Revenue Lift From Bonus Strategy

Today’s update focuses on two key areas of the funnel.

First, the final results from a split test comparing one bonus versus two bonuses on the front-end offer.

Second, an early look at a small change designed to increase average order value.

Both tests are part of the ongoing effort to improve margins across the funnel.

Key Takeaways

Adding a second congruent bonus increased conversions and lifted front-end revenue by around 20 percent.

Higher conversion rates at the front of the funnel create more opportunities for upsells and backend revenue.

An in-course upsell generated an additional sale within just a few days of launch.
Even a single upsell can significantly improve average order value across the funnel.

Performance Snapshot

Yesterday turned out to be a strong day. Sales came in at 1,010 dollars with ad spend around 395 pounds, which worked out to roughly 537 dollars.

That left a profit of 473 dollars for the day. Those are the kinds of numbers the funnel really needs to hit consistently.

Today is looking promising so far. At around 4:15 in the afternoon we were already sitting at 643 dollars in sales, so there’s still plenty of time for that to move higher.

Closing the Bonus Split Test

Over the past few weeks I’ve been running a split test comparing two versions of the front-end offer. One version contained a single bonus, while the other included two bonuses designed to be highly relevant to the main offer.

Each version received around 4,000 visitors. That produced roughly 100 sales per variation, which is usually the level I like to reach before calling a test.

The results are clear enough now to make a decision. The version with two bonuses produced a noticeable increase in sales volume and delivered roughly a 20 percent uplift in revenue.

Why Front-End Conversion Matters

The reason this improvement matters so much is because the front end of the funnel drives everything else. The more people who buy the initial offer, the more people move through the rest of the funnel.

That means more people see upsells, downsells, and backend offers. Even a small increase in conversion rate at this stage compounds throughout the entire funnel.

For that reason I’m closing the test today and keeping the two-bonus version as the new control. Tomorrow I’ll be launching a new split test to continue pushing improvements.

Testing a New Average Order Value Strategy

Another small experiment I recently added was designed to increase average order value. This focuses on customers who buy the front-end offer but skip the upsell.

Traditionally, the follow-up strategy relies heavily on email. Customers receive a sequence designed to encourage them to use the product and occasionally present them with upgrade offers.

However, I realised there was another opportunity that wasn’t being used. Instead of only presenting upsells through email, I added an upgrade offer directly inside the course itself.

Introducing the In-Course Upsell

Now when customers log in to access their course, they see an upgrade option within the course dashboard. The idea is simple: present the upsell at a moment when engagement is naturally high.

This has only been running for about three days so far. Even in that short time it has already generated one additional sale.

One sale alone isn’t statistically meaningful yet. However, it did push average order value from 45 dollars to around 51 dollars.

Why Small Changes Can Have Big Impact

That shift may seem small, but average order value is one of the key drivers of profitability. During January the average order value across the funnel sat around 42 dollars.

If this new approach consistently pushes AOV closer to 50 dollars, the overall economics of the funnel improve dramatically. That extra margin can then be reinvested into scaling ads or testing new offers.

This is why so much of funnel optimisation focuses on incremental improvements.

Small percentage gains compound across the entire system.

Strategic Takeaway

Today’s results reinforce a simple principle. Increasing conversions and increasing customer value are the two biggest levers in any funnel.

The bonus test delivered a clear improvement in front-end conversions. The in-course upsell experiment may provide a new way to increase average order value.

Both of these contribute directly to better margins and stronger long-term scalability.

Next Steps

The bonus split test will now be closed and the winning variation will become the new control. Tomorrow I’ll be launching a new split test that focuses on a more subtle change to the offer page.

At the same time, the in-course upsell will continue running so we can collect more data. Over the next few weeks we’ll be able to see whether that additional offer consistently improves average order value.

Closing Reflection

This stage of the journey is all about incremental gains. Improving conversion rates, lifting average order value, and reducing cost per acquisition.

None of these changes are dramatic on their own. But together they compound and move the funnel steadily closer to the overall goal.