If they are.
If someone decides to turn his prize winning barbecue sauce into a cottage industry and sells it on line does he deal with the health department the way someone doing local sales from a home kitchen would?
IANAL but AFAIK in general the same rules and regulations would apply whether the “store” is physical or virtual. Cite.