Looking for a perfume similar to Le Labo Rose 31 Perfume Oil? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its fresh spicy, amber, woody profile with prominent rose, cumin, 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.