Looking for a perfume similar to Police Sweet Like Sugar? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its sweet, vanilla, fruity profile with prominent cotton candy, sorbet, strawberry 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.