7% increase in sales? With what sample size? With what confidence? How did you isolate variables?

For reference, I work at a company with $110M in annual sales. We were planning to start using Fastly. For obvious reasons, we wanted to know how much of a net positive that would be for the business. So we wanted to A/B test it. For us, at least, it's not as straight forward as it would seem.