"The percentage will vary for every business / every campaign even for the same business." Obviously, but for the same business, controlling for external facto

"The percentage will vary for every business / every campaign even for the same business." Obviously, but for the same business, controlling for external factors (season, ...) and with sufficiently large sample sizes of customers, there must be an indicative spread?