Web App
Product Ingredient Analyzer
Photograph an ingredient label and get a plain-language safety brief, running on Cloudflare's edge.
Problem
Packaging hides behind names like ALPHA-ISOMETHYL IONONE. The useful question is what they are and whether they are safe — without opening ten tabs.
How it works
- 01Label image
- 02Vision OCR
- 03Ingredient parser
- 04Risk + research layer
- 05User brief
- Use multimodal OCR to extract ingredients from a photographed label.
- Normalize and classify ingredients before enriching uncertain terms with live research.
- Return a concise risk-oriented brief from a Cloudflare edge application.
Representative output
Each ingredient is returned with identity, purpose in the product, and risk context.
- 01Ingredient identity and aliases
- 02Common purpose in the product
- 03Risk context and research notes
Outcome
- Deterministic parsing plus live research, with source-aware explanations.
Stack
- Gemini Vision
- React
- TypeScript
- Cloudflare Workers
- OpenAI OCR