PrintCash with AI
MediumMobile AppFrontierClear niche and buyerAI model/API accessPayments via Stripe
Operator-Reported

AI Calorie Counter App

AI calorie counter app; about 80% of revenue from Android.

In plain English

Journable is a calorie counting app powered by AI. Instead of searching a food list, you simply describe or show what you ate and it logs it for you. That makes tracking a diet much less tedious. Most of its revenue comes from Android phone users.

Automation85%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$100,000 /mo

$100K+/mo, ~80% from Android (founder-reported on Starter Story, Mar 2026)

DifficultyMedium
SourceStarter Story via Rosetta - Journable (Steve Hoyek) ↗

Operator: Steve Hoyek

Operator-Reported

A named, real operator ran this and shared results publicly. The figures are their own.

Not disclosed.

The tool stack

RevenueCat ↗
Free up to $2.5k MTR

Mobile subscriptions

 OpenAI API ↗
Pay per token

LLM / vision

 App Store ↗
$99/yr

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

  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

AI calorie counter app; about 80% of revenue from Android.

Operator: Steve Hoyek. Website: https://www.journable.com/

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

Realistic income

Steve Hoyek shared on Starter Story his playbook for over $100,000 in monthly revenue, with 80% from Android (Mar 2026). This figure is operator-reported and not independently verified. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live source — 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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