Phone App That Scans Food and Suggests Healthier Swaps
Scan a food item and get a quick read on it plus healthier swaps in seconds.
In plain English
Kabo AI is a phone app that scans a food item and suggests a healthier swap. Shoppers use it in the store to pick better options quickly. It gives everyday food tips, not medical advice. Developer Saif Ahmed sells it as a subscription.
~$175 MRR; $263 last 30 days; $3,853 all-time (TrustMRR/RevenueCat, Nov 10, 2026)
Operator: Saif Ahmed (developer)
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Mobile subscriptions
OpenAI API ↗LLM / vision
App Store ↗iOS distribution
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Let users scan a label or barcode with the camera.
- Use AI to read ingredients and suggest healthier swaps.
- Save favorites and past scans.
- Free scans, then a subscription; grow through short videos and App Store search.
What's automated vs. the human 10%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
Scan a food item and get a quick read on it plus healthier swaps in seconds.
Operator: Saif Ahmed (developer). Website: https://apps.apple.com/app/id6748265361
Estimated split: about 90% of the work automated, 10% human.
Realistic income
TrustMRR (checked Nov 10, 2026) shows about $175 MRR, $263 in RevenueCat-verified revenue over the last 30 days and $3,853 over its tracked history, with 34 active subscriptions. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Nutrition advice must stay general and not claim to treat health problems.
- Food scanner apps are crowded.
- Label data can be incomplete or out of date.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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