The evidence on product failure is consistent. CB Insights analyzed post-mortems across 385 failed startups and found that poor product-market fit was cited by 43% as a primary cause of failure, ranking above leadership challenges, unsustainable unit economics, and competition. The more precise diagnosis in most of those cases, I'd bet, was a user understanding failure. Teams built from internal assumptions, validated those assumptions against internally generated artifacts, and shipped products that were coherent within their own logic but misaligned with the reality of use.

Every product decision is a bet. The biggest determinant of the bet's success is how much signal you've collected before you place it. Discovery is one input into that process, but de-risking is the broader practice, and unlike discovery, it doesn't end when development begins. The most useful signal comes from users caught at their highest moment of intent, which means going above and beyond to reap all of the insights you can from that exact moment inside the product experience itself. Big, innovative bets deserve rigorous pressure testing before they consume five sprints on a roadmap.

The most common structural failure in consumer product development isn't technical, it's a misalignment of incentives. Companies optimize for their own metrics (activation, engagement, retention) and over time, those metrics drift further and further from what users actually came to accomplish. The gap between what a company is measuring and what a user is hoping to experience is not immediately visible. It accumulates quietly, and it expresses itself as churn that product leads and analysts struggle to explain.

Users don't arrive at a product with a clear mental map of what to do first. They arrive with a goal, a belief about what the product might do for them, and a limited tolerance for friction before that belief is either confirmed or abandoned.

When you start playing a new video game, you don't have access to every ability, mechanic, or weapon from the first minute. They unlock gradually, as you progress, as you prove you're ready for them. This is intentional. Game designers know that throwing everything at a player in the first ten minutes feels like work. And the moment a game feels like work, the player puts it down.

The best consumer product onboarding works exactly the same way.

Product management doesn't produce output in isolation. The product lead's output is the environment in which everyone else works. A PM in flow, with clear priorities, well-researched bets, and decisions that have been de-risked before they reach engineering, creates the conditions in which designers design better, engineers build with more confidence, and researchers feel heard. The inverse is equally true and more common: a PM who skips the foundational work creates an environment of ambiguity, rework, and quietly mounting frustration that the team rarely names directly, but always feels.