Place lemon juice in a bowl and whisk in olive oil to create an emulsion. Add honey, zest, salt and pepper and whisk until combined; set aside.
Slice fennel very thinly with a mandolin. Combine fennel and dressing and set aside until ready to serve. Re-season with salt and pepper, to taste, and sprinkle with black sesame seeds.