PrintCash with AI

AI mobile app business ideas

These stacks are mobile apps that use AI for one clear job: identify a tree, scan a plant, coach a workout, or edit a photo. You do not need to invent a new category. You need a store listing, a privacy policy, and a buyer.

Read the startup cost for the Apple or Google developer fee, then read the human work. A high automation percentage still leaves store rules, support, and marketing to you. The income line is one operator's sourced result.

374 stacks match. Income figures are ranges and claims from public sources, not guarantees.

Stacks

Mobile App

Phone App That Gives AI Cooking Times Tailored to Your Air Fryer

Enter a food, amount and whether it is fresh or frozen; the app returns time, temperature and steps fitted to your air fryer, and can identify the model from a photo.

Automation
90%
Difficulty
Easy
Startup
Not disclosed

Revenue

$55 MRR

~$55 MRR; $88 verified revenue last 30 days; $751 all-time (TrustMRR/RevenueCat, Nov 8, 2026)

Verified
RevenueCatAnthropic APIApp Store Clear niche and buyerAI model/API accessPayments via RevenueCat
Explore Business

Mobile App

Local-Model Voice Typing for Mac, Windows, iPhone and Android

A privacy focused voice typing tool for Mac, Windows, IOS and Android using local models and one time subscription fee only. Get once use it forever.

Automation
90%
Difficulty
Medium
Startup
$99

Revenue

$158 MRR

~$158 MRR; $329 verified revenue last 30 days (TrustMRR/Stripe, Oct 29, 2026)

Verified
RevenueCatCore MLApp Store Clear niche and buyerA Mac or phone that can run the model locallyPayments via Stripe
Explore Business

Mobile App

Offline Local AI Assistant Phone App (LLM Hub)

Package open models into a private, offline AI app for Android and iOS, and keep nearly every dollar because there are no servers.

Automation
90%
Difficulty
Medium
Startup
Not disclosed

Revenue

$1,532 Last 30 days

A$3,234 (~$2,284 USD) gross in month 1 (Timmy Qian on LinkedIn, Apr 12, 2026); A$1,532 in the last 30 days on the founder's Appfigures dashboard (seen Oct 24, 2026)

Operator-Reported
llama.cppRunAnywhere SDKwhisper.cpp Android (Kotlin) and/or iOS (Swift) development skills, AI-assisted coding is fineTest phones with enough RAM to run quantized models (ideally one with a Snapdragon NPU)Google Play and Apple developer accounts
Explore Business

Mobile App

Apple Shortcuts Library With On-Device AI Search

Shortcuts Library is a productivity app for iPhone and iPad that makes Apple Shortcuts easier to discover and use. It offers 2,500+ ready-made shortcu…

Automation
90%
Difficulty
Medium
Startup
$99

Revenue

$144 MRR

~$144 MRR; $172 verified revenue last 30 days (TrustMRR/RevenueCat, Oct 29, 2026)

Verified
RevenueCatCore MLApp Store Clear niche and buyerA Mac or phone that can run the model locallyPayments via RevenueCat
Explore Business

Mobile App

Windows Screenshot Tool With On-Device Background Removal

The polished, native Windows screenshot tool — the answer to CleanShot X, which is Mac-only. Capture, drop it on a designed backdrop, annotate, blur/r…

Automation
90%
Difficulty
Medium
Startup
$99

Revenue

$64 Last 30 days

$64 verified revenue last 30 days, mostly non-recurring (TrustMRR/Polar, Oct 29, 2026)

Verified
RevenueCatCore MLApp Store Clear niche and buyerA Mac or phone that can run the model locallyPayments via Polar
Explore Business

Mobile App

AI Companion App That Helps People Learn Languages by Chatting

AI language-learning companion app (Y Combinator) with voice and text conversations, corrections and real-life scenarios across many languages; small

Automation
85%
Difficulty
Easy
Startup
Not disclosed

Revenue

$500,000 /mo

$200K MRR (YC launch, Jul 2025); founders later said almost $500K/mo (Apr 2026)

Operator-Reported
App StoreGoogle PlayRevenueCat Clear niche and buyerAI model/API accessPayments via Stripe
Explore Business

Mobile App

AI Phone App Studio Behind Cue Meeting Notes and Pixi Chat

UK studio of AI phone apps (Cue meeting notes, Pixi AI chat) that its subscription vendor says hit seven-figure monthly revenue in about 18 months.

Automation
80%
Difficulty
Hard
Startup
Not disclosed

Revenue

$1,000,000 /mo

Seven-figure monthly subscription revenue (at least $1M/mo) per Adapty case study, Apr 2026

Operator-Reported
RevenueCatOpenAI APIWhisper Clear niche and buyerAI model/API accessPayments via RevenueCat
Explore Business

FAQ

What counts as an AI mobile app stack here?

The stack's category is Mobile App. These are App Store or Play Store products that use AI for a single job, not full agency services.

Do I need to code to start an AI app business?

Some stacks are tagged no-code and some are not. Open the stack for the tools and the requirements. A developer account is still a real cost on many of these cards.

Does a high automation percentage mean the app runs itself?

No. 90% automated or higher still leaves store listing, quality checks, and support as human work. The percentage is not revenue.

More ways to browse

THE DAILY 6

The 6 best AI money stacks, in your inbox every morning.

Each pick comes with its tools and first steps, so you can start one in minutes.

Unsubscribe anytime.