Looking for a perfume similar to By Kilian Love Don T Be Shy? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its sweet, white floral, vanilla profile with prominent neroli, bergamot, pink pepper notes. We score similarity by shared accords and notes — rare ingredients count more than common ones — so the matches you see are the ones that genuinely smell closest.