Looking for a perfume similar to Police To Be Rose Blossom? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its vanilla, powdery, soft spicy profile with prominent pear, mandarin orange 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.