My First Million
The best business ideas come from noticing what's working and doing it better, faster, or for a different audience.
Viral Content Detection System
A four-part technological system for engineering viral content by detecting trending topics early, optimizing packaging, and testing variations before full distribution.
How It Works
Content originates on Reddit, Imgur, or 4chan first. Build automated detectors to find trending content on these platforms before it hits mainstream social media. Package content with writers, A/B test headlines and formats with small paid audiences, then distribute winning variations to full audience.
Components
Early detection system monitoring Reddit/Imgur/4chan
Content packaging with professional writers
Automated A/B testing system for headlines/images
Data feedback loop to identify winners
Full distribution to owned audience
When to Use
When building content-focused businesses that depend on high engagement and viral distribution, especially in entertainment or news verticals.
When Not to Use
Avoid for evergreen content, professional services, or businesses that need deep expertise rather than viral reach. Also risky when dependent on single platform algorithms.
Anti-Patterns to Avoid
Example
“OMG Facts used this system with 18 engineers and 4 writers to consistently create viral content. They'd detect trending topics early, test 15 headline variations, identify winners through paid testing, then distribute to millions of followers.”