MediumMobile AppFrontierClear niche and buyerAI model/API accessPayments via RevenueCat
Verified

Photo Calorie Counter App

Snap a picture of your meal. Calzy's AI calculates calories, protein, carbs, fat — and tells you if what you're eating is actually good for you.

In plain English

Calzy lets people take a picture of their meal and get the calories, protein, carbs and fat. It also says whether the food is a good choice for the user's goals. People pay a subscription to keep logging meals. TrustMRR shows about $620 a month in recurring revenue. The AI estimates the food from the photo, and the owner improves accuracy and markets the app.

Automation85%
Startup cost~$99
Time to first $Not disclosed
Monthly range*$618 MRR

~$618 MRR; $570 verified revenue last 30 days (TrustMRR/RevenueCat, Oct 29, 2026)

DifficultyMedium
SourceTrustMRR - Calsy ↗

Operator: Not disclosed on TrustMRR

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Apple Developer $99/yr; other costs not disclosed.

The tool stack

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

  1. Pick one daily job (capture, transcribe, convert).
  2. AI does the heavy lifting on device or via API.
  3. Subscription after a free trial.
  4. App Store search + organic short-form content.

What's automated vs. the human 15%

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

Snap a picture of your meal. Calzy’s AI calculates calories, protein, carbs, fat — and tells you if what you’re eating is actually good for you.

Operator: Not disclosed on TrustMRR. Category on TrustMRR: Mobile Apps. Website: https://apps.apple.com/app/id6757801497

Estimated split: about 85% of the work automated, 15% human.

Realistic income

TrustMRR (checked Oct 29, 2026) shows about $618 MRR and $570 in RevenueCat-verified revenue over the last 30 days, $7,403 verified over its tracked history. 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

  • Platform fees and review rules.
  • Big apps may add the same feature.
  • 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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Featured in: AI Calorie Tracker Apps: 27 Verified, Top Earns ~$46k MRR, Median $185

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