FaceIQ Labs' facial analysis rates Doja Cat 6.9 overall, 441st of 614 women on the wiki. The overall score is made up of Harmony at 5.8, Angularity at 7.2, Dimorphism at 7.4 and Features at 7.4; Dimorphism is the highest of the four and Harmony the lowest. At the top of her breakdown are Bitemporal Width and Brow Length to Face Width Ratio, both at 10.0; at the bottom, Face Width to Height Ratio at 2.8 and Facial Depth to Height Ratio at 2.3. Closest on the wiki are Alex Consani (6.9), Alice Pagani (6.9) and Jennie (BLACKPINK) (6.9), while Candela Gallo has the highest overall score at 8.6.

By overall score, Doja Cat is ranked 441st of 614 women on the wiki.

FaceIQ Labs measures Doja Cat's face from a front photo and a side profile and scores four sections: Harmony (5.8), Angularity (7.2), Dimorphism (7.4) and Features (7.4). The overall score of 6.9 combines them.