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Startup ideas with revenue receipts, reverse-engineered from founder interviews.

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TierT1T2T3EvidenceVerifiedFounderCreatorUnprovenEvergreenWindow
Consumer App ↓
AI ContentAI E-commerceAI ServiceAI WebsiteConsumer AppDigital PublishingDirectory SiteEcosystem ToolPlatform PluginSaaSScale ReferenceSimple Tool⚠️ Cautionary Tale
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RevenueIdeaCategory · Evidence · Difficulty
#1
$25M/yrT2
Cal AI
Snap a photo of your food, and AI tells you how many calories are in the meal
Consumer AppT2
Consumer App
#2
$2M/moT2
The Viral App Monetization Machine (100 Apps Dissected)
The truth behind Cal AI & co.'s $2M/mo: long onboarding + a 3-screen paywall + annual-only trials + 500 ads running at once

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Consumer AppT2
Consumer App
#3
$30K/moT2
Real-Time Bus & Metro Tracker App (Mumigo)
A solo-built real-time bus/train tracker covering 160+ cities, downloaded 5.2M times, grown to $30K/mo in subscriptions on free App Store keyword optimization (ASO) alone.
Consumer AppT2
Consumer App
#4
~$90K/moT2
The App-Idea Validation Framework That Prints Money (Posted / PuffCount, Stephen Builds)
Stephen has shipped hit app after hit app, and he's publishing his four-step idea-validation framework. Posted is doing $90K/mo right now; his last one, PuffCount, hit $44K/mo before he sold it. The core of the method: marketing is 90% of the outcome.
Consumer AppT2
Consumer App
#5
$1M+T1
Rooted
An “emergency button” app built for panic attacks and anxiety
Consumer AppT1
Consumer App
#6
$440K/moT1
Gravl
An AI fitness app that builds custom smart training plans for gym strength training
Consumer AppT1
Consumer App
#7
$500K/moT1
Niche Identifier App Portfolio (CoinSnap as the Model)
Single-feature niche apps that identify and price anything from one photo — one team built a whole portfolio across coins, rocks, antiques, and insects, with the top app doing $500K/mo
Consumer AppT1
Consumer App