November 24, 2025
Will AI make us smarter or dumber? The insights of Klöpping, Scherder and Online Dialogue
Reflection on Klöpping × Scherder by Simon Buil (Data Analyst at Online Dialogue)
At Online Dialogue, we optimize the user experience on our clients' websites. As a UX designer, I am part of a team together with psychologists, analysts and strategists. We arrive at insights through data analysis by the analysts and behavioral analysis by psychologists. We validate our findings through experiments, mostly in the form of A/B testing. This is where the expertise of the designers comes in: they form a bridge between the data and psychology. Here, the psychologist translates the analyst's data and the designer translates the psychologists' hypotheses through visualization.
In practice, I often see that when setting up a CRO process or team, existing designers from the organization are hooked up to design tests. This reduces the need to look for a specific (UX) designer. But for a well-oiled CRO machine, you need a designer who is able to change user behavior and has the quality to successfully translate this into an experiment.
A designer is nothing more than another word for designer. Physical products and services around you are all designed. The people engaged in designs his designers. The word design refers not only to appearance, but also to how it feels, sounds, smells and reacts. Everything you have used so far today has been designed by an industrial, sound, packaging, interior, game, landscape or fashion designer. Every product or service has its own characteristics and way of design.
This also applies to the online world. Here there are also different types of designers. I will take a look for you and explain the difference between these designers:
During the optimization process at clients of Online Dialogue, we use hypotheses based on data analysis. In order to validate these hypotheses, they must be confirmed with a demonstrable change in behavior within an experiment (A/B test). This is why we mainly work with UX designers, because it is precisely they who are able to get a grip on the user experience and bring about this change.
For designers, CRO is a niche they have little exposure to during their studies or careers. The work process does not fit seamlessly with a standard design process of most designers. Besides just tapping your own creativity, insights from data and hypothesis are your main sources for your design choices. Checking and implementing A/B testing are also activities that designers typically don't often do.
If you are looking for a designer for your CRO process, look for someone who wants to make changes based on facts, data and psychological knowledge, rather than designing from gut feeling and best practices. Not every A/B test is a winner, so as a designer you should be able to relinquish the design regardless of the time, creativity and energy you have put into it. A designer within a CRO process must be able to user-centered design and thus put user experience above design.
Working in the CRO world has many benefits for me. The main one is learning which designs work best to optimize the user experience of your visitors. Testing your designs and finding out what visitors get excited about makes your website more user-friendly and better converting.