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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
Scale Reference ↓
AI ContentAI E-commerceAI ServiceAI WebsiteConsumer AppDigital PublishingDirectory SiteEcosystem ToolPlatform PluginSaaSScale ReferenceSimple Tool⚠️ Cautionary Tale
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RevenueIdeaCategory · Evidence · Difficulty
#1
$220M/yrT3
PhotoRoom
AI product photos: one-tap background removal and white-background shots, built only for small e-commerce sellers
Scale ReferenceT3
Scale Reference
#2
$155M/yrT3
PictureThis
Snap a photo to ID plants + care advice: "a plant expert in your pocket"

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Scale Reference
T3
Scale Reference
#3
$56M/yrT3
HeyGen
AI avatars: clone your face and voice, batch-generate talking-head videos in any language
Scale ReferenceT3
Scale Reference
#4
$500M/yrT3
Cursor (Anysphere)
AI code editor: $500M/yr in 3 years, zero marketing spend
Scale ReferenceT3
Scale Reference
#5
$125M/yrT3
ElevenLabs
AI voice cloning: a few minutes of audio perfectly replicates a voice
Scale ReferenceT3
Scale Reference
#6
$500MT3
Monica → Manus (Butterfly Effect)
The benchmark for Chinese teams going global: started as a browser extension, leveled up into a phenomenon-level AI agent
Scale ReferenceT3
Scale Reference
#7
$36MT3
Genspark (MainFunc)
General-purpose AI agent: $0 to $36M ARR in 45 days
Scale ReferenceT3
Scale Reference
#8
$650MT3
CaseText / CoCounsel
An AI assistant built for lawyers, sold to Thomson Reuters for $650M in cash
Scale ReferenceT3
Scale Reference
#9
$1.6BT3
Palantir (the ontology layer, and the bootcamp sales motion behind it)
$1.6B in a quarter growing 85%, 150% net revenue retention, and a sales motion that compresses a year-long enterprise cycle into a five-day workshop on the customer's own data.
Scale ReferenceT3
Scale Reference