Brett Ormerod slotted home the opener but Jimmy Ryan curled in a superb equaliser direct from a free-kick.
But Ishmel Demontagnac crossed for Keith Southern to head Blackpool's winner in a second half littered with substitutions.
Source: PA
Source: PA