Am I Pretty is a web based application that analyzes facial and full body photographs to provide users with a quantitative assessment of their appearance. The tool processes uploaded images to generate a "Vibe Score" out of 8, along with detailed metrics for symmetry, harmony, proportions, skin quality, and facial structure. Users can choose between receiving gentle glow up insights or a playful roast style of feedback. The primary function is to offer an objective breakdown of facial attractiveness and harmony based on the submitted photo. The application includes several key features. It provides a sample beauty analysis that highlights standout moments and glow up opportunities. Users receive personalized beauty tips and a breakdown of their facial features, including symmetry, harmony, and proportions. The tool also evaluates full body images, offering feedback on natural symmetry, skin quality, and suggestions for styling or fitness. The results are presented as a card that users can share. Typical use involves a user dropping a selfie or full body picture into the interface. The image must be in JPG, PNG, or WebP format and cannot exceed 10 megabytes. After uploading, the user selects their preferred feedback style, and the application processes the image to produce the analysis. The results include a score, specific insights about standout moments, and actionable tips for improvement. The workflow is designed to be completed in seconds, providing immediate feedback on the user's appearance. Technical requirements for using the tool include a compatible web browser and an internet connection. The application supports drag and drop or tap to upload functionality. The analysis is based on algorithmic assessment of facial and body features, and the output is intended for informational and entertainment purposes. The website is hosted at ami-pretty.com.