Nanorater

Nanorater is a specialized AI aesthetics tool designed to bridge the gap between generic "am I pretty" queries and actionable self-improvement. Powered by the Nano Banana Pro model, it functions as a digital appearance assistant that evaluates selfies, mirror shots, and outfit checks. Unlike standard face raters that provide a single, often arbitrary number, Nanorater focuses on the "why" behind the score, offering users a clear path to better photography and presentation.

The platform's standout feature is its library of over 37 distinct personas. Users can choose who "judges" them—ranging from a "Chinese Auntie" who notices every detail to a "Mean Valley Girl" or a "Professional Photographer." This persona-driven approach makes the feedback feel more human and relatable, mimicking the experience of asking a diverse group of friends for their honest opinions. Each persona prioritizes different aesthetic elements and delivers feedback in a unique tone, whether it's supportive, blunt, or fashion-focused.

Beyond simple scoring, Nanorater provides annotated image outputs. These visual markups highlight specific areas of an image—such as lighting, expression, or framing—that are impacting the overall rating. For those seeking deeper insights, the tool offers an optional coaching module that generates a step-by-step upgrade plan. This plan covers everything from adjusting camera angles to refining outfit palettes, turning the rating process into a repeatable loop for rapid improvement. Whether you are preparing a LinkedIn headshot, a dating profile picture, or just an Instagram post, Nanorater helps you iterate until you achieve your best look.