While the one-time FA Cup winners dominated the first half, Glovers goalkeeper Steve Mildenhall was not actually tested before Williams curled in a free-kick from 25 yards in the 43rd minute.
Frustratingly for Yeovil, the free-kick was awarded against Terrell Forbes despite the defender not making contact with Parker.
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