
It doesn’t matter how amazing your product is, or how fast you ship features. The market you’re in will determine most of your growth. For better or worse, Gumroad grew at roughly the same rate almost every month because that’s how qu…
You can look at Google’s entire portfolio of launches over the past decade, and trace nearly all of them to copying a competitor: Google+ (Facebook), Google Cloud (AWS), Google Home (Amazon Echo), Allo (WhatsApp), Android Instant Apps (Facebook, WeChat), Google Assistant (Apple/Siri), and on and on and on. They are stuck in me-too mode and have been for years. They simply don’t have innovation in their DNA any more. And it’s because their eyes are fixed on their competitors, not their customers.
…each (member, title, image) tuple, the probability that the member will enjoy a quality engagement. These can be supervised learning models or contextual bandit counterparts with Thompson Sampling, LinUCB, or Bayesian methods that intelligently balance making the best prediction with data exploration.