To ensure accurate results, it is important to reach a sufficient sample size and run tests for at least one business cycle. Avoid sampling bias by running tests in full-week increments and considering different traffic sources. Track the value of conversions all the way through to the final sale to obtain tangible insights for making informed business decisions.