Our goal in building websites, and web applications is delivering value to our customers. You've created a hypothesis of what will solve a customer problem - but how do you validate it's success? Define your success criteria and examine the impact on the users that have been exposed to the change. With starting with the customer problem, and measuring success towards that goal, you can quantifiably measure the positive impact or rollback changes by seeing a decline in performance.