Posted by lkolowichYou just ran what you thought was a really promising conversion test. In an effort to raise the number of visitors that convert into demo requests on your product pages, you test an attractive new redesign on one of your pages using a good ol’ A/B test. Half of the people who visit that page see the original product page design, and half see the new, attractive design.You run the test for an entire month, and as you expected, conversions are up — from 2% to 10%. Boy, do you feel great! You take these results to your boss and advise that, based on your findings, all product pages should be moved over to your redesign. She gives you the go-ahead.But when you roll out the new design, you notice the number of demo requests goes down. You wonder if it’s seasonality, so you wait a few more months. That’s when you start to notice MRR is decreasing, too. What gives?Turns out, you didn’t test that page long enough for results to be statistically significant. Becaus
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