Neat Photo (Beta) – A daily photography game with AI critique and creative constraints

Summary: Neat Photo is a daily photography game that challenges users with a new theme, an AI critic, and limited shots to improve composition and lighting. Photos are scored and ranked on a leaderboard, while detected objects become collectible emojis. The app aims to develop photography skills through structured daily practice and playful competition.

What it does

Each day, users receive a creative theme, a rotating AI critic with unique preferences, and three shots to submit. Photos are graded on composition and lighting, ranked on a leaderboard, and objects in images are identified as collectible emojis with rarity levels.

Who it's for

Neat Photo targets photographers seeking daily creative challenges and feedback to improve their skills through intentional practice and competition.

Why it matters

It replaces passive photo editing or scrolling with a structured daily loop that encourages intentional photography and skill development.