What is A/B-Testing in Conversion Rate Optimization?

What am I missing out on if I don’t ?

Let’s be honest—this process isn’t easy. It’s challenging, time-consuming, and requires a disciplined, structured approach to testing and iteration.

But the financial rewards?

They are unparalleled. Every single test you run holds the potential to significantly improve your bottom line.

The 2% Monthly Increase Strategy

You’ve probably seen bold claims like:

“Boost your conversion rate by 35% in just two weeks with one simple test!”

Let’s call these claims what they are: bogus.

They’re marketing plots, designed to book demo calls—not to reflect reality.

The reality?

A comprehensive study by the University of Pennsylvania analyzed the impact of single A/B tests across 252 eCommerce companies. The findings were clear:

Analysis of Effect Size of single A/B Test across 252 E-Commerce different companies



Uplifts from single tests rarely exceed 2%. When people see this, their instinct is to dismiss testing altogether. But they’re missing the bigger picture: the power of compounding.

The Compounding Effect of CRO

Compounding is a foundational principle in finance. For example, if you save €500/month in an ETF or bonds, the interest payments will eventually outgrow your initial contributions.

The same principle applies to CRO. A 2% uplift may seem small on a monthly basis, but over six months, a year, or even five years, the impact becomes exponential.