Proven methods
Documented cases with measurable revenue and explained processes.
What works. What fails. And why.
We analyze thousands of forum cases from recent years. Not to promise you "get rich in 30 days", but to give you a realistic assessment.
Based on empirical observation of 5,779 decisive campaigns. Explore the complete macro failure dataset and statistics
Documented cases with measurable revenue and explained processes.
What went wrong, why it failed, and which warning signs to watch for.
Profit vs. risk, capital efficiency, and time-to-revenue across methods.
No hype, no promises. Just data-backed estimates for decision makers.
Why online marketing methods fail, and what to do about it. A structural analysis of 4,896 documented failures, isolating the four recurring breakdown mechanisms and the 21-question pre-flight checklist.
Includes the complete Failure Checklist and Risk Map.
Five real cases across social media, paid traffic, affiliate, and content. What worked, what failed, and what the data reveals. No SEO-only sample.