PhotoPicker guide · 27 September 2026

How PhotoPicker scores your photos

PhotoPicker uses a consistent scoring formula built around image signals from AWS Rekognition. It does not ask a generative chatbot to invent a score.

The same photo, the same score

Uploading the same photo again produces the same score with the current scoring system. That makes it easier to compare specific changes to a photo rather than wondering whether a new number came from a different answer.

How the ranking works

Each selected photo is analysed individually. PhotoPicker applies its scoring rules, returns a score and feedback, then sorts your results from highest to lowest. It is not a live audience vote.

Read the feedback before trusting the number

Specific advice is more useful than a number on its own. If the feedback mentions a dark face, inspect the lighting. If it mentions a distracting background, try a crop. If the suggestion does not fit what you see, you do not have to follow it.

Consistency is useful; judgment still matters

A repeatable score helps you compare options, but it does not prove that a higher-scoring photo will get more matches. If two photos score similarly, choose the one that looks more current and natural to you.

Changing the crop, lighting or image itself can change the signals being measured. Compare purposeful changes rather than repeatedly uploading the same file.

What the tool cannot know

• The preferences of the particular person viewing your profile.
• Whether a photograph represents your everyday appearance accurately.
• How your biography, conversation and other photos affect the full impression.
• Whether changing a photo will cause more matches.

A useful way to test an improvement

1. Start with feedback that you can see and understand.
2. Change one thing, such as moving toward a window or simplifying the crop.
3. Compare the original and the new photo.
4. Keep the change if it improves the image to your eye; use the score as additional input.

Ready to make a shortlist? Read how to choose your first dating profile photo.