Branded Bills

📌 The Opportunity

When we began working with this client, we immediately looked at product performance beyond just top-line revenue.

Through behavioral analytics, we noticed that one specific product consistently outperformed others:

• High purchase conversion rate
• Strong engagement from cart to product views

This indicated a clear demand signal—users were gravitating toward perceived value and deal-driven offers.

The question became: How do we bring that energy into a critical conversion point—the cart page?

💡 The Hypothesis

We proposed a simple but strategic test:

If we replace a standard multi-option upsell module with a focused, value-based offer that mimics a product users already love, we could improve cart engagement, increase add-to-cart actions, and lift average order value.

This idea wasn’t random—it was data-led and built on proven user behavior.

🧪 The Test

We ran an A/B test on the cart page:

• A (Control): Cart with a traditional “Popular Add-Ons” upsell
• B (Test): Cart with a single, focused value-based offer replacing the add-ons section

The goal wasn’t just to increase clicks—it was to see how clarity and perceived value impacted user decisions at a high-intent moment.

🚀 The Outcome

The test exceeded expectations. Within the first week, we saw:

• A significant lift in units added to cart
• A higher percentage of total orders including the upsell
• Increased share of revenue driven by cart add-ons

All from one insight. One shift in the UX. One test.

🧭 The Lesson

Good CRO isn’t about random button changes or color tests.

It’s about using real user behavior to:

• Spot patterns
• Build hypotheses
• Design experiences that resonate

When you test with purpose, the results follow.

🤝 Why It Matters

This was our first test with this client.

It established trust.

It validated our model of unlimited, insight-driven testing.

And it reminded everyone that the cart isn’t just the end of the journey—it’s one of the most powerful places to optimize it.