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

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8 of 406 ideas

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TierT1T2T3EvidenceVerifiedFounderCreatorUnprovenEvergreenWindow
⚠️ Cautionary Tale ↓
AI ContentAI E-commerceAI ServiceAI WebsiteConsumer AppDigital PublishingDirectory SiteEcosystem ToolPlatform PluginSaaSScale ReferenceSimple Tool⚠️ Cautionary Tale
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RevenueIdeaCategory · Evidence · Difficulty
#1
$60KT2
Cleo (AI Content Assistant)
Claims $60K MRR in 53 days: a textbook waitlist + closed-beta + webinar launch — with zero proof
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#2
~RMB37K/moT2
Semi-Automated AI Cross-Border E-commerce (Ozon Blue-Ocean Store Group)
A 9-to-5er uses AI to semi-automate product selection and image production, floods listings onto Russia's Ozon marketplace, and drives orders with off-platform index ads — a two-layer traffic model.

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⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#3
$500+T2
Quick Shorts
One prompt generates an AI short video and uploads it straight to the user's own YouTube channel
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#4
~$10KT2
Mission Control HQ
A central command deck for a fleet of AI agents: visualize them collaborating and getting work done across your company
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#5
$10,025T2
Claude Interactive Digital Products + IG Comment Funnel
Uses Claude to turn HTML files into interactive digital products, then closes sales on autopilot with an IG comment hook + ManyChat + Omnisend.
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#6
$1M+T2
Adam Lyttle's App Portfolio (and the 2026 account-termination wave)
Six years, 2M+ downloads and $1M+ in App Store revenue — from a developer whose 2026 strategy shifted from shipping many small apps to protecting one Apple account
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#7
~$120,000T2
Topical Map AI — Vibe-Coded SEO Tool, ~$120K Gross, Sold for Five Figures
He paid an agency $1,000 and waited six weeks for a spreadsheet, then built the same thing with AI in a week — it grossed $120K, then he stopped touching it and the exit price collapsed.
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#8
$10MT2
Calming Blankets
A broke 23-year-old spotted a Facebook post about weighted blankets nobody was selling yet, pre-sold a product he did not own, did $10M in year one — and switched the brand off five years later
AU⚠️ Cautionary TaleT2
AU⚠️ Cautionary Tale