Atmospheric conditions influence buying behaviors?

Hey all, I'm studying buyers' behaviors based on local weather, and to our surprise, in some cases as body care, food, fashion, and automotive the differences can be up 40%. I truly believe that will be a very important point on e-commerces experience personalization without the thrid-party cookies. We are developing a selling solution that recommends products based on user local weather. May you use a selling solution like this at your e-commerce? Any comments are very welcome. Many thanks.