Looking for a perfume similar to Amouage The Library Collection Rose Incense? Below are 12 fragrances from our database of 24,000+ designer and niche scents that share its amber, rose, aromatic profile with prominent olibanum, elemi, ink 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.