We are releasing the world's first case study of self improving products at Amplitude. A lot of companies have talked about it but none have shown any examples. We have the holy grail of this space and can show it! We've been running our self improving product engine, Wave, on top of Amplitude for the last few months. It's made lots of changes to our website and product based on analytics, session replay, and many other data sources. These have resulted in MASSIVE improvements in metrics on the order of 50% to 3x, not incremental ones. These include: - Personalized suggestion cards on a homepage led to a +160% increase in usage - Improved doc search accuracy from 92% to 97% by setting a 3 character minimum - Reducing setup checklist from five next steps to one guided first step, projected to improve onboarding completion from ~6% to ~9%. - Adding a CTA to each blog post leading to 45 extra signups a week We're slowly rolling Wave out to a few customers and will be sharing examples from them soon. Check it out here and sign up if you're interested in entering the closed beta: