Label AI: Ingredient Scanner
Label AI turns any grocery barcode into a personalized health analysis — scan a product, get an AI breakdown of ingredients and additives matched to your specific health conditions and goals. 24,765 registered users, 30,250 scans, 4.5★ from 148 US ratings. ~99% gross margin — AI inference costs under $3/month on a serverless AWS backend. Freemium via RevenueCat. Includes a ~21,000-product cached database and growing.
Label AI: Ingredient Scanner
Label AI turns any grocery barcode into a personalized health analysis — scan a product, get an AI breakdown of ingredients and additives matched to your specific health conditions and goals. 24,765 registered users, 30,250 scans, 4.5★ from 148 US ratings. ~99% gross margin — AI inference costs under $3/month on a serverless AWS backend. Freemium via RevenueCat. Includes a ~21,000-product cached database and growing.
Revenue is verified with
RevenueCat API key.Last updated: Nov 10, 2026, 05:19 AM
Provide personalized analysis of food/snacks/drinks for health and lifestyle choices.
Personalized health analysis via AI of products depending on the person, based upon the health conditions or goals a person has.
Audience
Individuals with dietary concerns or those seeking healthier lifestyle choices.
Pricing
Weekly 5.99 Yearly 39.99 Yearly Discount 19.99
Team size
2–5 people
Funding
Bootstrapped
147 ratings onApp Store
Tech stack
Backend
Additional info
4.5 Star average with 148 ratings in USA Screenshots made by a professional studio.
Screenshot
apps.apple.com"We run a portfolio of consumer apps and our focus has moved to newer projects. In summer 2025 we ran a UGC campaign on Instagram that took Label AI above $2,000/month. We chose to stop spending, and revenue settled to its current organic floor — where it has held since, with no marketing, no ASO work, and no Android launch. That's the opportunity: demand is proven and the channel is known. Running costs are under $3/month, so an owner who restarts acquisition is buying a validated playbook."
The founder
Founder of Label AI: Ingredient Scanner
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