Crews were called to Station Road on Friday evening after initial reports that two people may be trapped inside the vehicle.
The fire was put out and the man's body was discovered. Police are not treating the death as suspicious.
A spokeswoman for Avon Fire and Rescue Service said the coroner had been informed and an investigation into the incident was under way.
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