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

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25 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
$30MPROT3
Calendly
One tiny job — pick a meeting time — where every single use of the product is also an advertisement for it, bootstrapped past $30M ARR before a dollar of outside money
USScale ReferencePROT3
USScale Reference
#10
$82,000/moPROT3
The Evergreen Curriculum Channel — The Organic Chemistry Tutor as the reference case
Cover an entire syllabus once and the audience regenerates every semester: a tutoring channel reported to earn over $82,000 a month from AdSense alone while its last upload sits three months in the past.
Scale ReferencePROT3
Scale Reference
#11
$3-4M/yearT2
Outdoor inflatable movie screen rental (Southern Outdoor Cinema, FunFlicks)
$500-3,000 of equipment — inflatable screen, projector, speaker — that pays for itself in one to six rentals, in a category where one operator does $3-4M a year
Scale ReferenceT2
Scale Reference
#12
$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
#13
$414KT3
systeme.io
A non-technical course seller built his own ClickFunnels alternative for the audience he already had, and now pays affiliates $100K a month to sell it for him
PTScale ReferenceT3
PTScale Reference
#14
$20,000-$30,000T2
Temporary construction fence rental (Sacramento suburb)
Buy panels, drop them at a construction site, collect rent for eight months while doing nothing — $20-30K per job, sold for $600K after 18 months
Scale ReferenceT2
Scale Reference
#15
Over 100 milli…T3
commercetools
Nine years of running other people's e-commerce projects as an agency, then a from-scratch rewrite nobody thought was needed — and a partner channel that took four years to work and now sources 35–40% of every new deal
DEScale ReferenceT3
DEScale Reference
#16
$1BT3
Crumbl
Two cousins with $68,000 and no baking experience borrowed the streetwear industry's weekly drop mechanic, rotated their menu every Sunday, and turned manufactured scarcity plus 16 million social followers into a billion dollars of systemwide sales
USScale ReferenceT3
USScale Reference
#17
$100M+PROT3
Deel
The back office for hiring anyone anywhere — $1M to $100M of revenue in 20 months, 1,300 people across 80+ countries, and never a single office
USScale ReferencePROT3
USScale Reference
#18
$1B+PROT3
KiwiCo
A monthly hands-on project crate for kids that has shipped 50 million boxes and over $1B in lifetime revenue — profitable since 2016, under 150 staff, under $11M ever raised, and its own warehouse for fourteen years
USScale ReferencePROT3
USScale Reference
#19
KSh600MT3
Kopo Kopo
Process a Kenyan merchant's payments, watch their real cash flow, then lend them unsecured working capital and take repayment as a percentage of the money already flowing through you
KEScale ReferenceT3
KEScale Reference
#20
500 companies…PROT3
Lighter Capital — lending against ARR instead of buying equity
Since 2010 it has financed 500 software companies across 1,500 separate rounds and about $500M deployed, on one product: up to roughly half your annual recurring revenue, no warrants, no personal guarantee, no board seat, repaid at about 1.3× over three years
USScale ReferencePROT3
USScale Reference
#21
$40M+T3
Observe.AI
Built in India, sold only to North American enterprises: $20M of revenue from fewer than 50 customers at $350K average contract value, now $40M+ a year
INScale ReferenceT3
INScale Reference
#22
—T3
Octopus
An operating system that runs inside the screens in shops, malls, coffee chains and lifts — it measures who looked, who picked the product up and who paid, then resells all those screens as a local ad network
TRScale ReferenceT3
TRScale Reference
#23
$200MT3
Paystack — the pre-launch waiting list that beat a YC rejection
Rejected by Y Combinator for having no proof, a Lagos developer stopped building and personally called about 150 businesses — the 400-merchant waiting list he got back was the proof, and the company later sold to Stripe in a deal reported at $200M
NGScale ReferenceT3
NGScale Reference
#24
£15MT3
Sunnamusk
Five brothers put £600 into a boot-sale fragrance stall in East London and built a halal perfume chain with 20+ shopping-centre stores — no bank loans, no interest, no external investment
UKScale ReferenceT3
UKScale Reference
#25
—PROT3
Zip — the cold-only first ten customers rule
A second-time founder refused to sell his first ten customers through referrals or friends, closed all ten cold off LinkedIn at $10K–$20K a year, and built a procurement company that raised about $370M and closed a Series D at $2.2B post-money
USScale ReferencePROT3
USScale Reference