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

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TierT1T2T3EvidenceVerifiedFounderCreatorUnprovenEvergreenWindow
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AI ContentAI E-commerceAI ServiceAI WebsiteConsumer AppDigital PublishingDirectory SiteEcosystem ToolPlatform PluginSaaSScale ReferenceSimple Tool⚠️ Cautionary Tale
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RevenueIdeaCategory · Evidence · Difficulty
#1
Niche revenue…T1
App Cold-Start Marketing System (Creator Placement via Posted · Sell the Transformation, Not the Features)
Reddit for initial traction + short videos that sell the transformation instead of features + zero-risk creator sourcing at scale via Posted + LTV math to scale paid
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AI Content
#2
$330K+T2
Faceless Kids-Gaming YouTube Channel (Chris Barrera's own case)

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A faceless compilation channel aimed at 3-5 year olds that stacks two proven viral concepts per video — one video alone paid $20,546
AI ContentT2
AI Content
#3
$60,000T2
Vintage Vehicles — A Faceless YouTube Channel Cloned From a $50K/Month Competitor
He found a channel doing 3-4M views a month, niched down from 'vintage everything' to 'vintage vehicles', hired the competitor's own thumbnail designer, and did $60K+ in AdSense in under a year.
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