Skip to main content

Conversion Uplift

Butterfly Effect

Definition

The Butterfly effect is an observation that in complex systems, small changes can result in large differences in outcomes. The term was coined in 1961 by Professor Edward Lorenz. He was one of the first meteorologists to use computer-based models to forecast the weather.

To save time when inputting data into the computer Lorenz reduced the number of decimal places from six to three. He was shocked to see the model’s prediction was radically different from what he had previously seen when had had used six decimal places. The butterfly effect is also a component of chaos theory where it is the sensitive dependent variable.

The butterfly effect can also be seen in A/B testing where small changes to the user experience and conversion rates can result in large differences in sales and revenues. Websites can of course be complex ecosystems with hundreds or thousands of interconnected pages and many potential customer journeys.

Image of A/B test on bwin.com casino homepage for balance deposit prompt
Source: Conversion-Uplift.co.uk 2016

For this A/B test on the casino homepage of bwin.com we triggered a deposit prompt pop-up every time a player’s balance fell below €6 or if they had a zero balance in their account. Displaying the deposit prompt resulted in a 5.8% uplift in users entering the cashier and a 6.2% uplift in revenues. As the change resulted in more frequent deposits from customers it increased total revenues by over €2m a year.

Conclusion:

The butterfly effect is a powerful force for website optimisation. Little things matter, whether it is using their name to welcome a visitor, offering personalised recommendations or just making sure navigation labels are clear and unambiguous.

By getting those little details right you help establish credibility and trust with users. It helps make the customer experience more pleasurable. This ensures your customers can relax and means that they act more intuitively and make decisions faster than if they were feeling insecure or uncertain about your website.

Resources:

Conversion marketing – Glossary of Conversion Marketing.

Over 300 tools reviewed – Digital Marketing Toolbox.

A/B testing software – Which A/B testing tools should you choose?

Types of A/B tests – How to optimise your website’s performance using A/B testing.

Credit:

Butterfly icons created by Freepik – Flaticon

Featured image: Freeimages

Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Neal Cole

Neal Cole

Neal is the founder of Conversion Uplift and the author of the official GA4/GTM audit course for CXL. It's the course much of the industry trains on. He's spent over 20 years in digital analytics, including senior roles in online gaming and financial services, working out where businesses' numbers go wrong and what it costs them. His work now focuses on server-side tracking, GA4 and BigQuery: getting the data right, and being the person who's accountable for it when a decision depends on it.
Neal Cole

Neal Cole

Neal is the founder of Conversion Uplift and the author of the official GA4/GTM audit course for CXL. It's the course much of the industry trains on. He's spent over 20 years in digital analytics, including senior roles in online gaming and financial services, working out where businesses' numbers go wrong and what it costs them. His work now focuses on server-side tracking, GA4 and BigQuery: getting the data right, and being the person who's accountable for it when a decision depends on it.

Free audit checklist to

Fix GA4 Tracking Like a Professional

Acceptance