Because the Sandstone Trail hugs the sandstone ridge, there are few facilities actually on the route itself. Most cafes, shops and pubs are a short distance away; so it makes sense to carry with you lunch or refreshments and plenty to drink.
Nonetheless, the delightful Pheasant Inn at Higher Burwardsley is just one of the popular refreshment stops right on the actual Trail. There are plenty many more nearby.