There are a number of common pitfalls in conversion rate optimization. One of the most common is failing to test different versions of a page or site. Another common pitfall is failing to track conversions accurately. Additionally, many businesses fail to properly segment their traffic, which can lead to poor results. Finally, some businesses make the mistake of thinking that conversion rate optimization is a one-time process, when in reality it is an ongoing process that should be constantly tweaked and improved.