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

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12 of 406 ideas

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TierT1T2T3EvidenceVerifiedFounderCreatorUnprovenEvergreenWindow
Category ↓
AI ContentAI E-commerceAI ServiceAI WebsiteConsumer AppDigital PublishingDirectory SiteEcosystem ToolPlatform PluginSaaSScale ReferenceSimple Tool⚠️ Cautionary Tale
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RevenueIdeaCategory · Evidence · Difficulty
#1
$180KT3
AI Solo E-commerce (Information-Arbitrage Dropshipping)
AI moves winning products from one platform to sell on another: one person, one laptop — a Shopify store in half an hour, 5-day product testing on Facebook ads
AI E-commerceT3
AI E-commerce
#2
Author is expl…T3
AI News/Paper Digest Sites (Peer Reference)
Same category as your AI startup radar: daily AI news distilled from 20+ English sources plus 300+ papers analyzed — but the author deliberately chose not to monetize

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AI WebsiteT3
AI Website
#3
No verified re…T3
QuizzerAI / StudySnap (AI Flashcard Generator)
Not one line of code: ChatGPT for the idea + the prompt, Crayo one-shots an AI flashcard/quiz app, Netlify drag-and-drop deploy, free Reddit traffic — a YouTuber “builds” a supposedly money-making app in 3 hours, inside a single video.
AI WebsiteT3
AI Website
#4
10%-30% match…T3
AI-to-AI Marketplace
Build the “Facebook Marketplace for AI agents” — broker deals between agents (and AI hiring humans), own the ranking, safety review, and distribution, and take a 10-30% cut of every match.
AI WebsiteT3
AI Website
#5
$12KT3
The 4-Day AI App · $99 Pricing Blueprint (Sebastian Vulcus case + data from 1,000 micro-SaaS businesses)
Use Bolt/Cursor to turn a pain point into an ugly MVP, price at the $99/mo + free-trial sweet spot, ship in 4 days — a repeatable pipeline that did $12K in month one.
AI WebsiteT3
AI Website
#6
UnreleasedT3
Mythmatic · A Unity Indie Game Built with Claude Code
A former game artist who never writes a line of code himself is building a Unity card roguelike entirely through Claude Code, sustained for 8 months by a workflow of "search-engine-style prompting + subagent review"
Consumer AppT3
Consumer App
#7
Personal use,…T3
Thinking Space · A Local-First AI Health + Notes App
A content creator vibe-coded an app for himself while ill: continuous glucose monitor and Apple Health data all stored locally, with a single API letting AI analyze his vertigo triggers and give advice in the moment
Consumer AppT3
Consumer App
#8
—T3
Pantry Chef AI
Snap a photo of your fridge and AI identifies what you already have, then recommends dishes that fit your calorie target
Consumer AppT3
Consumer App
#9
No public reve…T3
Bindi AI
Not just answers — a personal AI agent that actually executes for you (send emails / create invoices / book trips)
SaaST3
SaaS
#10
No public reve…T3
Social Suite (Network Goldmine Miner)
Connect your social accounts and inbox, and let AI dig out the high-value contacts and business opportunities already sitting in your network that you never noticed
⚠️ Cautionary TaleT3
⚠️ Cautionary Tale
#11
~100K views on…T3
Faceless Affiliate Marketing in ClickBank's Spirituality Category
Run a faceless YouTube channel and affiliate-promote ClickBank spirituality/brainwave offers for roughly $50 a sale
⚠️ Cautionary TaleT3
⚠️ Cautionary Tale
#12
An idea the fo…T3
Chill Guy AI (Relationship Care Reminder App)
Log every little thing your girlfriend says, let AI remind you it's time for a date night or time to send flowers, and order it in one tap
Consumer AppT3
Consumer App