Define “Shop”
It is assur to do “Sechora” (loosely translated as business) during Chol Hamoed, except for a Davar Ha’Avud.
You can buy food you need for Yom Tov (you can actually do that on Yom Tov itself, with qualifications)
Anything else, ask your Rov.