Clematis has flowers (not leaves) eaten

Any advice for what might have eaten my clematis flowers? About 60% of the petals are eaten. It's an enclosed garden (no deer could have come in). There aren't any obvious pests. 

I presume it might be snails or slugs, is there an eco-friendly way to stop them eating the next ones when they come out?

Thank you very much!