Introduction

Nanorater is an AI photo feedback tool for face, outfit, and profile photos. It combines a score with specific observations so you can understand what affects the first impression and what to change next.

How a rating works

1. Upload a clear photo.
2. Choose the rating perspective that matches your goal.
3. Review the score, annotated observations, and recommended improvements.
4. Adjust the photo and compare another attempt when useful.

What the feedback covers

• Lighting, exposure, and color
• Framing, camera angle, and crop
• Expression, pose, and visual confidence
• Outfit coordination and styling cues
• Background distractions and overall presentation

Use ratings as practical guidance

The result is not an objective measure of attractiveness or personal value. It is feedback about how one photo may read in a particular context. Use the suggestions to improve the image, not to define yourself.

For more detail, read the methodology and limitations.