 He received his unusual first name in honour of Queen Anne, who was his sponsor at his baptism.Poulett initially stood for election at Bridgwater in the 1768 general election, and although he was initially declared defeated the result was reversed on petition in 1769.He was returned unopposed in the 1774 general election and headed the poll at contested elections in 1780 and 1784.