The first round tie is scheduled to be played next month
The last time the two teams met was in the League 2 Play-Off Final, which Exeter fans remember vividly. Blackpool came out triumphant.
The FA Cup first round draw took place yesterday evening (22nd October) with 32 non-league sides in the hat.
Exeter v Blackpool is scheduled for the weekend of Saturday, November 10 but the day of the tie is yet to be confirmed.
The Grecians had a memorable campaign last season which saw them reach the third round and take on then Premier League side West Bromwich Albion at St James Park.