Series
Data and analytics
Data is essential for every product. These essays will help you improve your skills in analytics and avoid data mistakes.
Other content series
that you might find useful
Product management fundamentals
How to create products that people need
- Addressing user pain points vs solving user problems better
- Product manager skills: evolution of a PM role and its transformation
- Product metrics, growth metrics, and added value metrics
Product analytics: tools and hints
How data and analytics help product managers make the right decisions
- How user segmentation helps PMs improve products
- Analyzing qualitative research results effectively
- Qualitative research in product management: the guide
Professions and skills
Essential skills and knowledge for product managers and analysts
- A product manager’s ultimate guide to data visualization
- What separates a junior product manager from a senior product manager?
- How can product managers work with user feedback for B2C digital products?
User activation
The path to understanding the product value
- When user activation matters and you should focus on it
- User activation is one of the key levers for product growth
- The dos and don’ts of measuring user activation
Product testing and experiments
How to use A/B test and experiments to benefit the product
- Experiments where you make your product worse—the most underrated product manager tool
- Why your A/B tests take longer than they should
- Peeking problem—the fatal mistake in A/B testing and experimentation
AI/ML in product development
How to use AI/ML to add value to products
- How to discover potential AI applications in your business
- Improve Retention by using ML/AI: what to do and what not to do
- Basic guide to improving product quality with LLM
Switching to product management
Insights on transitioning to product management
- How to get product management experience before you have the job title
- Side projects to enter product management: tips and expert insights
- How to move from product analytics to product management?
Product success stories
What makes great products great?
- The values and principles of Wise. Key ideas from the Breakout Growth Podcast by Sean Ellis
- How Revolut Trading was built. The importance of industry expertise and the balance of conservative and new approaches
- How the “Slack vs Microsoft Teams” race evolves as the world switches to remote work
Unit economics
Calculating unit economics, LTV, ROI, ARPU, and other crucial metrics the right way
- How to calculate customer Lifetime Value. The do’s and don’ts of LTV calculation
- Guide to ARPU: formula, calculation example, LTV vs ARPU
- How to calculate unit economics for your business