Looking for a perfume similar to Jo Loves Mango Thai Lime? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its tropical, aromatic, citrus profile with prominent mango, lime, black 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.