What are some famous A/B testing failure stories?
One notable failure was when a major e-commerce site changed their checkout button color from green to red. They thought it would stand out more, but it led to a 20% drop in conversions.
What did they learn from that failure?
They learned that color psychology plays a significant role in user behavior, and sometimes changes that seem intuitive can backfire.
Are there other examples?
Yes, another example is a social media platform that tested a new layout. Users found it confusing, resulting in a significant drop in engagement.
How can companies avoid these pitfalls?
Companies can avoid pitfalls by conducting thorough user research, testing with smaller groups, and analyzing data carefully before making large-scale changes.
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