when the tenants of the Abbot of Glastonbury Abbey were Walter Hussey and John the Usher. He suggests the village name means 'The wet meadow' from the Old English woet and leah. The parish was part of the hundred of Frome.

The village gives its name to Whatley Quarry, which lies to the north-west of the village at