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Solo founder (name not public)

AI game / app · last checked 17 Oct 2026

ToonThis

● VerifiedMonthly👤 One-person businessFor sale

TL;DR

  • Figure: $606 a month (Monthly · 17 Oct 2026 · RevenueCat-verified (TrustMRR))
  • Proof level: Verified. The headline figure comes from RevenueCat through TrustMRR (an owner-authorised API connection to the payment provider, not a screenshot), synced on 17 Oct 2026. Figures are gross revenue, before AI, hosting and payment costs. What is not verified: that the business is run by one person (the founder says so in the profile), and any user counts, costs or growth stories written by the founder.
  • Size: One-person business, under $10k a month. "One person" is the founder's own statement, not verified.
  • For sale: The founder has listed this business for sale since 10 Oct 2026, so the owner may change.
  • Our verdict (6/10, opinion): A small, real example of what one simple app can make: about $600 a month in subscriptions, with no paid ads according to the founder. Photo-to-cartoon apps are a crowded category, and growth was slow for a year before picking up.

Reported figure

$606 a month

Proof level

Verified

How much runs on AI

3/5

Replicability (opinion)

6/10

The story

A one-person iPhone app. The founder has not made their name public.

  1. Apr 2025 — ToonThis founded (TrustMRR listing)
  2. 10 Oct 2026 — Listed for sale on TrustMRR
  3. 17 Oct 2026 — $606 a month in subscriptions, RevenueCat-verified (TrustMRR)

Revenue dipped in early 2026 and has been climbing again since the spring, per TrustMRR.

Business model

  • What it sells: an iPhone app subscription that turns selfies into cartoon-style pictures.
  • To whom: social media users who want a fun avatar or profile picture.
  • Pricing: $6.99 a week or $24.99 a year (founder's profile).
  • How it gets customers: App Store search only, which is called App Store Optimization (ASO): choosing the right app name, keywords and screenshots so people find it when they search. The founder says no money is spent on ads.

AI stack

ToolRoleMonthly cost
AI image models (not disclosed), called through AIProxyTurn the selfie into a cartoonUnknown
SwiftUIThe iPhone app itselfFree
RevenueCatHandles in-app subscriptionsFree at this size

The founder says there is no custom server to maintain.

Proof

Sources:

Why "Verified": the headline figure comes from RevenueCat through TrustMRR (an owner-authorised API connection to the payment provider, not a screenshot), synced on 17 Oct 2026. Figures are gross revenue, before AI, hosting and payment costs.

What is not verified: that the business is run by one person (the founder says so in the profile), and any user counts, costs or growth stories written by the founder.

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Agent blueprint

Our suggestion — not how the founder did it

  1. Step 1

    Style agent

    Tests new cartoon styles and picks the ones users keep

  2. Step 2

    App Store agent

    Drafts App Store keywords, screenshots text and translations for approval

  3. Step 3

    Support agent

    Answers refund and subscription questions

Human in charge

A person approves money, public posts and key decisions. We don't estimate how much human work this saves.

How much runs on AI (our estimate): 3/5 · Difficulty: Medium

Our take (opinion)

  1. Pick one simple, fun transformation people want to share (a selfie into a cartoon).
  2. Build a small app that does only that, well.
  3. Work on App Store search: name, keywords, screenshots, and translations into other languages.
  4. Charge a small subscription and keep running costs low.
  • Skills: basic iPhone app building (or an AI coding assistant), App Store marketing
  • Audience needed: no, App Store search did the work here

Risks & limits

  • Many similar photo-effect apps compete for the same searches.
  • Gross revenue only: AI costs and Apple's commission are not shown.
  • October is only half over, so any October total is partial; the headline is the current monthly subscription rate.
  • Listed for sale since 10 Oct 2026, so the owner may change.
  • One-person team and no-ads growth are the founder's statements, not verified.

Our verdict

Editorial opinion

6/10

Replicability today: 6/10. A small, real example of what one simple app can make: about $600 a month in subscriptions, with no paid ads according to the founder. Photo-to-cartoon apps are a crowded category, and growth was slow for a year before picking up. (Editorial opinion.)

Similar cases

Figures as reported by the cited sources on the dates shown; revenue-feed figures are cited with attribution and a link to the provider. Verdict, ratings and blueprint are editorial opinion. Not financial advice. No income guarantees.