Advanced Product Management
Strategy, growth, leadership, and the second-order moves that separate senior PMs from juniors. Built for PMs with 2+ years of experience who want to drive outsized impact, scale teams, and move into product leadership.
- ✓Author product strategies that align stakeholders and survive scrutiny from CPOs and boards
- ✓Build defensible growth engines: PLG, PLS, viral loops, retention, monetization
- ✓Run a continuous discovery practice that feeds a roadmap with high-confidence bets
- ✓Lead through influence at scale — drive product transformation, multiply through other PMs
- Skim the full concept list below — it's a curated progression, not a random pile.
- Pick any concept that's relevant to what you're working on right now and read it end-to-end (5-15 min each).
- Don't skip the interview questions at the bottom — they double as the best self-test.
- Follow the related concepts links to build the mental graph.
Curriculum (26)
🧭Write a Product Strategy in 1 Day / 1 Week / 1 Month
Three depths of strategy. Pick the right one for the decision you're trying to make.
🔭Vision, Mission, Strategy — Distinguished Clearly
Most product orgs use these terms interchangeably. Real PMs treat them as three different things with three different jobs.
🏛️Porter's Five Forces for Product
The MBA classic, applied to product strategy. Used to size whether a market is worth winning before you commit a quarter.
✍️Writing a Great Product Strategy
Ravi Mehta's framework — the most-respected strategy writing playbook for senior PMs.
🔁Continuous Discovery — Advanced
Teresa Torres's full playbook. The discipline that separates 'we did some user research' from a real discovery practice.
🧠Customer Interviews — Advanced
Past the basics: the second-order moves that separate good interviewers from great ones.
🧪A/B Testing — Advanced
Past the 'set up an experiment in Optimizely' phase: power analysis, network effects, sequential testing, and not getting burned by noise.
📏Impact Sizing
Before you commit a quarter to a project, size the upside. The single most-skipped step in PM prioritization.
🗺️Roadmap Prioritization
The hardest skill in product. Not the framework — the conversation that gets your team to commit to a hard choice.
📆Annual Planning
The single most-leveraged 6 weeks of your year. Most PMs do it badly and pay for 12 months.
🎯OKRs — Deep
Past the textbook: the OKR patterns that work at scale, the anti-patterns that kill teams, and the senior moves.
📈Product-Led Growth — Masterclass
The dominant SaaS GTM motion of the 2020s. Architecture, mechanics, and what most teams get wrong.
✨Activation — The Ultimate Guide
The single highest-leverage point in your funnel. Activation done right makes everything downstream easier.
🎬Onboarding — Masterclass
Where activation gets delivered. Ramli John's playbook from 'Product-Led Onboarding.'
🔁Retention — The Ultimate Guide
Acquisition is rented; retention is owned. The single most predictive metric of long-term company value.
💰Pricing & Packaging — Masterclass
Pricing is product. The single highest-impact decision most companies make and re-make wrong.
🎯Positioning — The Ultimate Guide
April Dunford's framework: positioning is the act of deliberately defining how you're the best at something a defined market cares about.
🚢Go-to-Market Strategy
How you bring a product to market — and the early choices that determine whether it scales or stalls.
🚀The Product Launch Playbook
What PMs and builders miss about launches. It's not the launch day — it's the 6 weeks before and 6 weeks after.
🏛️The Marty Cagan Product Operating Model
The blueprint thousands of product orgs have copied. From feature factories to empowered teams.
🔁The Magic Loop (Amazon)
The career-advancement framework that turned a junior Amazon PM into a VP. Used quietly inside Amazon for decades.
🧠Behavioral Psychology for PMs
The biases, defaults, and design patterns that shape user behavior. The PMs who understand them design products that work with human nature, not against it.
🎨Case Study: Figma's Product Growth
How a 9-year overnight success became the design tool the world standardized on.
↗️Case Study: Cursor's Growth
From VS Code fork to $9B valuation in 2 years. The fastest-growing dev tool in history, by some measures.
📓Case Study: Notion's Growth
How a all-in-one workspace beat focused competitors through community, templates, and patient PLG.
💳Case Study: Stripe — A Modern Product Rocket
Developer-first product, opinionated craft, and the slow-and-steady expansion that built the largest private fintech.