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

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20 of 406 ideas

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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
Creator-report…T2
LinkDrip Creator Traffic Attribution
One tracking link tells creators exactly which short video and which platform drove traffic to their long-form video
⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#2
Creator-report…T2
Crayo AI Faceless Short-Video Generator
Auto-generates faceless short videos (script/voiceover/visuals/captions/editing all included), sold to people making money off the TikTok Creator Fund

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⚠️ Cautionary TaleT2
⚠️ Cautionary Tale
#3
$711-800T2
Nano Banana Seek-and-Find / Learn-to-Draw Books on KDP
Mass-produce kids' seek-and-find and step-by-step drawing books with Nano Banana, then sell them passively through KDP print-on-demand
Digital PublishingT2
Digital Publishing
#4
$11K–$31K/moT2
AI Slow-English Conversation Podcast Channel (Mass-Produced with Wondercraft)
A two-host slow-English conversation podcast, a faceless YouTube channel teaching ESL learners, fully AI-generated at roughly $1.59 an episode
AI ContentT2
AI Content
#5
PotentialT2
Next Love Niche (Faceless Niche & Topic Finder)
One click to find high-RPM niches, one click to grab a competitor's script — built for faceless YouTube creators
SaaST2
SaaS
#6
$18MT2
The AI Installer for local professional firms — with Liam Ottley's agency as the scale reference
Walk into one industry's local firms, automate their single most repetitive task with Claude, charge for the install and then bill a maintenance retainer forever — the reference case went from zero generative-AI knowledge to a reported $18M in agency revenue in about three years.
AI ServiceT2
AI Service
#7
$13,000/moPROT2
The 15-day niche test — running faceless channels as a portfolio of cheap experiments
Stop picking a niche and start pricing one: find channels under a month old that are already pulling six-figure view counts, work out the cost per video, and only enter niches where a full 15-day test costs a few hundred dollars instead of a few thousand.
AI ContentPROT2
AI Content
#8
$89,000PROT2
Infinity Pilot AI (AI voice setter + human closer funnel)
An AI automation agency stuck on manual DMs bolted on paid ads, an AI voice agent that calls every lead within 5 minutes, and trained closers — $89K in 75 days
AI ServicePROT2
AI Service
#9
$23,000T2
Allison's ERP Automation Deals from Cold LinkedIn DMs
She quit her job, picked one unglamorous system nobody wants to touch — ERP and inventory management — and cold-DMed Canadian companies about automating it. Two deals in one month: $23,000 and $28,000, with no testimonials and no portfolio.
AI ServiceT2
AI Service
#10
$38,000/moT2
Modiversity clone (n8n → JSON2Video → YouTube pipeline)
A daily motivational channel pulling $38K/month in pure AdSense — and a full n8n workflow that produces and uploads the same kind of long-form video every hour with nobody touching it
AI ContentT2
AI Content
#11
About 8 millio…T2
Oliver Henry's autonomous marketing agent — 8 million TikTok views, nobody posting
A 9-to-5 employee pointed an open-source agent at his own apps and told it to do the marketing: it researched competitors, generated slideshows, posted them, read the analytics and doubled down on winners — 8 million views on TikTok, run off an old PC under his desk.
AI ServiceT2
AI Service
#12
$6/moPROT2
Shopify Partner referral commissions — 20% recurring, including Plus platform fees
Every Shopify store you build or migrate can pay you 20% of that merchant's subscription for as long as the store exists — and since July 2025 that includes 20% of a Plus merchant's entire platform fee
Ecosystem ToolPROT2
Ecosystem Tool
#13
$10,000PROT2
Sleek (prompt-to-website design generator)
$10,000 MRR in six weeks with zero marketing spend — because the team recycled design tools they had already built and knew exactly who they were selling to before they wrote the first prompt.
SaaSPROT2
SaaS
#14
$1,000+T2
Talk Macros (voice-first calorie tracker) — and the daily short-form treadmill behind it
A former personal trainer built a calorie tracker you talk to, posted two TikToks a day for a few weeks, and hit $1,000 MRR with no ads, no ASO, and no launch.
Consumer AppT2
Consumer App
#15
$68K/moT2
TeacherZ (French-market course platform)
Kajabi, rebuilt for one country's language and one country's laws — $68K a month from the market the incumbents can't be bothered to comply with.
SaaST2
SaaS
#16
$500/moPROT2
The 97% Audit — Why Vibe-Coded Apps Die, and the Boring Verticals That Pay Instead
A B2B AI consultant tracked 1,000+ vibe-coded apps over 13 months: 97% dead, abandoned, breached, or stuck under $500/month — and all of them failed for the same three reasons, while HVAC routing quietly bills $1,400 a month per shop.
⚠️ Cautionary TalePROT2
⚠️ Cautionary Tale
#17
~$7MT2
Wave AI (AI meeting and voice note-taker)
A non-developer prompted ChatGPT chunk by chunk into a cross-platform meeting transcriber and reportedly took it to around $7 million in revenue, entirely solo, on rented infrastructure.
Consumer AppT2
Consumer App
#18
~$15K/moT2
Zinny Studio (AI-avatar faceless channel → paid Skool community)
A faceless YouTube channel hosted by an AI-generated animated character sells a $60/month community to 250 members — roughly $15K/month from the community plus $3K from AdSense.
AI ContentT2
AI Content
#19
2.6M organic v…PROT2
Humanize AI Pro — a two-page site pulling 2.6M organic visits a month
Two pages, one input box, zero social media: an exact-match domain that rewrites AI text into human-sounding text and gets 2.6 million Google visitors a month on the back of 1,700 referring domains
Simple ToolPROT2
Simple Tool
#20
$5,500/moT2
Non-Technical AI Automation Retainer + Personal Brand (Sandy Lee)
A mother of three with a full-time job and no technical background learned AI in a couple of months, signed one client at $5,500 a month doing blog and SEO automations, and grew a YouTube channel from 500 subscribers to 500-600 new subscribers a day.
AI ServiceT2
AI Service