Some common challenges in A/B testing include inaccurate results due to low website traffic, overlapping tests that may lead to skewed data, and the need for expertise in analyzing test results. It is crucial to have experience or collaborate with experienced entrepreneurs or experts in A/B testing to overcome these challenges and make well-informed marketing decisions.