this often happens if you cut the foliage down too soon the previous year. They should be left for at least six weeks after the flowers are finished. for this year feed them and leave the leaves on for as long as you can, mid May or later. this should allow the flower to form for next year.

Many Thanks

Yes feed weekly with something like half strength tomato food, especially if they are in pots.