SnapPerfect — an AI studio for product images

Online sellers need a full set of good product images for their listings, and often have only a few phone photos.

Our own product: scope, flow, design and build.

• A studio: upload product photos, pick a preset, add instructions, generate
• Projects that keep everything made for one product
• A credit system, where a generation only runs if the credits are there
• Switchable AI image providers
• Security work: upload checks, rate limits, full account deletion

Research into marketplace image rules (Amazon, eBay, Etsy) shaped it: the product helps and keeps a human review, it does not promise automatic compliance.

• Next.js
• TypeScript
• Tailwind
• Supabase
• Vitest
• Playwright

Still in active development. One release passed 488 automated tests and 68 end-to-end checks.

• MVPs & apps