Looking for a perfume similar to Clean Pure Soap? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its white floral, aldehydic, citrus profile with prominent aldehydes, mandarin orange, herbal notes 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.