Face Rater is an online AI face analysis tool that generates visual reports from user-uploaded photographs. The primary function of the service is to analyze a single facial photo and produce an image-based report containing observations about visible facial features, presentation, and styling. Users select one of nine report styles, upload a photograph, and receive a completed report image that combines the source portrait, detail crops, subjective scores, and concise suggestions. Reports are available for overall image analysis, personal styling, hairstyle, clothing, makeup, jewelry, full outfit, personal color, and PSL analysis, with the PSL option using its own separate 0 to 8 scale. The site states that the numerical rating is a starting point rather than a final verdict, and that the practical value of the report lies in the visible details and suggested changes. The workflow requires a clear, well-lit photograph containing one person. The service recommends a front-facing portrait for facial reports and a photo that includes the outfit for styling or clothing feedback. Users do not write prompts or describe their face; they simply choose a photo and a report theme. Reports are generated as a single downloadable image, so no screenshots or manual assembly are needed. Users can select English or Chinese for the report text before generation. Signing in provides 10 credits per report, and purchased credits do not expire. The service operates on a one-time purchase model with no subscription, and the first report is free for new users. The site does not permanently store uploaded photos or maintain report history. Uploaded photographs are temporarily retained by WaveSpeed for a period of seven days, and users are advised to download their reports while they are still available. The report generator is designed to acknowledge limitations in the source photo, such as hair covering an eye or a close crop, and will not invent details that are not visible. Face Rater is intended for users who want a structured, visual analysis of their appearance in a specific photograph, with practical observations about framing, expression, lighting, and styling.