Where to stay close to Bath and Glastonbury?

We will be spending our Honeymoon split between the Northern Costwolds and Somerset in October. I was wondering if anyone could help with recommendations on where to stay in Somerset that will allow us to visit both Glastonbury and Bath at our leisure? We have our Cotswold accommodations set, but we are having trouble researching Somerset county. We are looking for a self catering cottage rental close to or in between Bath and Glastonbury. Any advice would be greatly appreciated!