Label AI: Ingredient Scanner

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.

Visit
All-time revenue
$11,429

Ranked #1881 on TrustMRR

MRR
$304

77 active subscriptions

Founder
-
Founded

Revenue is verified withRevenueCatRevenueCat API key.Last updated: Nov 15, 2026, 05:17 PM

Startup insights
Value proposition

Provide personalized analysis of food/snacks/drinks for health and lifestyle choices.

Problem solved

Personalized health analysis via AI of products depending on the person, based upon the health conditions or goals a person has.

Audience

Health-conscious consumers and shoppers with dietary restrictions, allergies, or specific wellness goals.

B2C~24,765 users

Pricing

Weekly 5.99 Yearly 39.99 Yearly Discount 19.99

Team size

2–5 people

Funding

Bootstrapped

App rating
4.5/5

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
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Message from the founder
T

"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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