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

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9 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
Clear
RevenueIdeaCategory · Evidence · Difficulty
#1
Customers incl…T3
GigaML
Enterprise-grade voice support AI agents — a 4-5 person team used an in-house agent to take DoorDash
⚠️ Cautionary TaleT3
⚠️ Cautionary Tale
#2
4x patient gro…T3
Legion Health
An AI-native psychiatry care network that 4x'd its patients without adding a single person

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⚠️ Cautionary TaleT3
⚠️ Cautionary Tale
#3
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
#4
~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
#5
~$400K/moPROT3
Leftclick (AI automation agency) — and its founder's case for why the skill is expiring
The operator of a $400K/month automation agency explains, with his own P&L on the table, why the technical skill it runs on is about to be worth nothing — and what replaces it.
⚠️ Cautionary TalePROT3
⚠️ Cautionary Tale
#6
$12PROT3
Dual RTX 5090 AI rental rig on OctaSpace
An $8,500 GPU rig rented out to strangers for AI workloads at $0.50/hour — $12 a day, ~$365 a month, and a payback period of two to four years paid in a volatile token
⚠️ Cautionary TalePROT3
⚠️ Cautionary Tale
#7
$0T3
The $97 Pocket AI Agent — Three Businesses, Minus 83 Cents
He built a talking AI agent into a device smaller than a phone for under $100, then told it to turn $10 into as much money as possible. Facebook blocked it, cold email got zero replies, and the trading bot lost 83 cents.
⚠️ Cautionary TaleT3
⚠️ Cautionary Tale
#8
~$8,000/moPROT3
Yorbie — Viral Content Database + Remixer (and the churn that followed the peak)
He quit big tech in October, built with zero revenue for two months, peaked at $8K/month by March — then watched it slide to $6.7K on churn and went back into a deep build phase.
⚠️ Cautionary TalePROT3
⚠️ Cautionary Tale
#9
~$300KPROT3
Botkeeper
Ten years and $100M+ building AI bookkeeping for accounting firms, three weeks from profitability — then eight clients cancelled their expansions in the same quarter, took a third of the revenue with them, and the company had to announce its own shutdown before an acquisition rescued it
US⚠️ Cautionary TalePROT3
US⚠️ Cautionary Tale