Without personal data, I’m sure there would be shops in Lydd or Rye or New Romney.
Depending on your schedule, and COVID permitting, why not drive your approximate route first so you have an idea of where there might be a good store?
But there’s certainly some nice cycling out that kind of way, try and avoid a really windy day!
Good luck from a Man of Kent 