Build an App with AI · Real example

Point your phone at a painting and get information about it.

Build a simple AI wrapper app to learn an API: ArtScan, about $10K in revenue

A narrow, useful AI app can be found through App Store search for years with little upkeep.

~$10Krevenue
~20Kdownloads
30–50downloads a day

Figures as shared by the creator · source

From @lmtDigital on Reddit · Jan 2026

The Short Version

  • What: A developer with a full-time job wanted to learn the OpenAI API and built ArtScan, an iOS app: camera, then API, then answer.
  • Result: He reported about 20,000 downloads, 40,000 product page views, a 7% conversion rate and around $10K in revenue, with 30 to 50 downloads a day coming in without ads (Reddit, r/SideProject, Jan 2026).
  • Made with: ChatGPT

Source posted Jan 2026Figures as shared by the creatorHow we check sources

The workflow

GoalBuild an App with AI
ScriptChatGPT
~$10KResultrevenue

Made With

ChatGPTScript · OpenAI's AI assistant for ideas, scripts and planningTry ChatGPT AIMore Cases

Where & With What

What They Did

  1. 1The moveA developer with a full-time job wanted to learn the OpenAI API and built ArtScan, an iOS app: camera, then API, then answer.
  2. 2Step 2Build to learn one API
  3. 3Step 3Keep the app to one job
  4. 4ResultHe reported about 20,000 downloads, 40,000 product page views, a 7% conversion rate and around $10K in revenue, with 30 to 50 downloads a day coming in without ads (Reddit, r/SideProject, Jan 2026).

Quick Answers

What tools do you need?

ChatGPT (openai's ai assistant for ideas, scripts and planning).

How much does it cost?

You can start for $0: ChatGPT has a free plan. Check each tool's site for current prices.

Is it allowed?

Follow the platform rules and disclose ads.

Watch out: Self-reported. He says he does not fully know why downloads continue, so it may not be easy to repeat.

Try It Yourself

The prompt · works in ChatGPT
(Our template, not the creator's prompt.) Plan a one-screen AI camera app for [hobby]: what the user points the camera at, what the AI returns, 10 App Store keywords and a free vs paid split.

Starter tools

Your first step

Open ChatGPT, paste the prompt above and swap the [brackets] for your own niche.

Full write-up & sources

More detail: He calls it "basically an AI wrapper". No Product Hunt launch, no viral post, no influencers; he improved it when users complained.

Source: @lmtDigital on Reddit · Jan 2026. Summarised in our own words; figures as shared by the creator or shown on the platform. Updated .

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