21 of 406 ideas

Package an open-source AI agent into a sealed cloud container so non-technical people can use it out of the box, billed monthly.

An AI-native psychiatry care network that 4x'd its patients without adding a single person

One click rewrites AI-generated text into 'human-written' text that passes AI detectors

One prompt generates an AI short video and uploads it straight to the user's own YouTube channel

A central command deck for a fleet of AI agents: visualize them collaborating and getting work done across your company

Uses Claude to turn HTML files into interactive digital products, then closes sales on autopilot with an IG comment hook + ManyChat + Omnisend.

Six years, 2M+ downloads and $1M+ in App Store revenue — from a developer whose 2026 strategy shifted from shipping many small apps to protecting one Apple account

14 videos, 103 subscribers, 4,000 views and $94 in affiliate commissions for 30-40 hours of work — roughly $3 an hour, published honestly by the person who ran the experiment.

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.

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

Four customers paying $99 once in year one. $1,500/month in year two. Three years to $10K/month — from a founder with 14 years of experience and an audience.

He paid an agency $1,000 and waited six weeks for a spreadsheet, then built the same thing with AI in a week — it grossed $120K, then he stopped touching it and the exit price collapsed.

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.

10 million views produced $45,000 of AdSense against $36,000 of costs — $9,000 profit in two years. The back-end products on the same channel do $50K-$125K a month.

Four profitable years, £50-60K a month of fixed overheads, and one maternity leave: the month-by-month anatomy of how a London recruitment agency went from £90K in January to liquidation the following February

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

A broke 23-year-old spotted a Facebook post about weighted blankets nobody was selling yet, pre-sold a product he did not own, did $10M in year one — and switched the brand off five years later

He took a nine-figure exit at $10M ARR growing 100% a year, cash-flow positive, on $8M raised — and spends this masterclass explaining why that was the stupidest decision available to him, using the $10 billion competitor as the control group

A Monterrey founder paid a Pakistani dev team $15,000 to build an email-capture SDK for mobile apps and sold exactly one licence at $300 a year; the $20,000 pivot that fixed a leak people could actually feel sold licences off a single webinar — and then the money ran out