Only appraised European features as attractive. I tried on mamie gummer and Tilda Swinton which I find neither to be particularly eye catching, both came back attractive. Next I tried Gabrielle union and Lupita Nygono and it came out both to be unattractive. I also used it to read my features and it said unattractive as well. I was doing it for fun but it was a bit irritating when the only thing the program found attractive was euro features. So to anyone that feels ugly and wanted to be reassured, just know that this program is only looking for one set of features. I live in predominantly white area and no one has ever called me unattractive in my life, from school all the way until adulthood I’ve been told I was pretty from people of all races. I work in the public and (before COVID) strangers regularly commented on my smile and the whiteness of my teeth. I also get comments on the shape of my eyes and the shade of my skin. I’ve been asked about how I contour my cheek bones which I do not do, that’s just how they are. Just overall I get nice comments on my features and face structure. So don’t let the app psych you out.