Looking for a perfume similar to By Kilian Rolling In Love? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its vanilla, almond, floral profile with prominent almond milk, ambrette (musk mallow) 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.