Probably there were only two seats at that price in the whole summer
period. That way, they can legally offer a low fare and get your
attention, and several people in your position are likely to end up
booking at their higher fares.

You could contact trading standards (either your local branch or in
Exeter, where Flybe are based) but the best solution is to take the
train.