Acquire and improve skills
to build and grow products
Essays on
product, growth, marketing, analytics

How can you assess product value—especially for early-stage products? Or, more commonly, for individual features within a broader product?
— Do they deliver real value to users?
— Do they lay the groundwork for future growth?
There’s no single answer, but there are several well-known frameworks that can help you make an informed judgement. We’ve selected four of the most popular ones and turned them into a cheat sheet you can print on a single A4 page, pin next to your desk, save for future reference, or share with your team.
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One of the key areas where AI companies are competing is “Deep Research,” where you give an AI agent a task and it goes and searches the web for relevant information, giving you back a detailed report that would have taken you hours to accomplish.
Currently, OpenAI, Grok, Perplexity, and Gemini provide Deep Research tools (there are also open-source platforms like Open Deep Search and research-focused products such as Manus AI). When used well, these tools can become a superpower for product managers in product and market research.
(more…)- 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
- How to tell if your product has proven its value and achieved product/market fit
- The chances of a new mobile app being successful today: a study
- Сreating marketing analytics dashboards the right way: a guide
- Jobs to Be Done: comparing different frameworks
- The product manager’s guide to statistical analysis
- A product manager’s ultimate guide to data visualization
- 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
- 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?
- 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
- 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
- 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