This web content provides a guide to help startups overcome the chicken-and-egg problem they face with growth. It discusses the importance of running experiments to gain volume and offers techniques to increase experimental power. The guide includes a flowchart to assist companies in determining achievable goals based on available traffic. It suggests combining ideas with a common theme, using fewer variants, running experiments in parallel, and buying traffic as ways to boost experimental power. It also explores more aggressive strategies for when statistical significance seems out of reach. The content emphasizes the trade-offs involved in each approach and the need for careful analysis and decision-making.
https://alexeymk.com/2023/09/11/statistical-significance-on-a-shoestring-budget.html