Ingredient scanner app

A phone app that reads the ingredient list on a food or beauty product. The user takes a photo, text recognition pulls out the words, and an AI compares each ingredient against lists of concerning substances and the user's own filters, such as nut allergy, vegan or no parabens. The result marks each ingredient as fine or worth a look, with a short explanation and an overall score. You can build it with Glide or Thunkable, a free text-recognition library and a hosted database.

Ingredient labels are printed small and full of chemical names. Parents, people with allergies and skincare fans want to know what is in a product before buying, but searching every name takes ages and sources disagree. They need a quick, plain-language read in the shop aisle.

• Health, skincare or parenting creators with an audience
• No-code builders who like consumer apps
• Nutrition or cosmetic science students who can check the ingredient data

• Free plan with 5 scans a month
• Premium at ₹199 per month or $4.99 per month for unlimited scans and alerts
• Affiliate links to alternative products on shopping sites
• Licensing the analysis to health bloggers, clinics or D2C brands, or selling API access

1. 1Collect 100 ingredient lists from products Indian shoppers buy, and agree with an expert how a small set of ingredients should be rated.
2. 2Build the scan-and-explain flow for a single category, such as baby skincare, and test it with 20 parents in WhatsApp groups.
3. 3Post short videos scanning everyday products, and note which questions viewers ask, since those show what to add next.

A wrong result can hurt: if the camera misreads a label and the app says a product suits a nut allergy, someone could be harmed. Calling real products harmful can draw complaints. Many ingredient lists come from the US, so map them to Indian food and cosmetic rules with an expert. Copying data from other sites may breach their terms.