I would try Anti Bird Spikes:
Protects potential roosting sites from pigeons and other birds, preventing them from soiling the area
These spikes repel birds without harming them by acting as a barrier to roosting
That's only one example, surely they come in many different forms and colors, but the idea is the same.
