Startups often fail by making a slightly better version of an incumbent's product. This is a losing strategy because the incumbent can easily adapt. The key is to build something so fundamentally different in structure that competitors have a very hard time copying it, ensuring a durable advantage.

In the fast-evolving AI space, traditional moats are less relevant. The new defensibility comes from momentum—a combination of rapid product shipment velocity and effective distribution. Teams that can build and distribute faster than competitors will win, as the underlying technology layer is constantly shifting.

Persisting with a difficult, authentic, and more expensive production process, like using fresh ingredients instead of flavorings, is not a liability. It is the very thing that builds a long-term competitive advantage and a defensible brand story that copycats cannot easily replicate.

As AI and no-code tools make software easier to build, technological advantage is no longer a defensible moat. The most successful companies now win through unique distribution advantages, such as founder-led content or deep community building. Go-to-market strategy has surpassed product as the key differentiator.

Before launching, assess a product's viability by the sheer number of potential distribution points. Manufacturing and logistics are solvable problems if the market access is vast. This reverses the typical product-first approach by prioritizing market penetration from day one.

In a crowded market, brand is defined by the product experience, not marketing campaigns. Every interaction must evoke the intended brand feeling (e.g., "lovable"). This transforms brand into a core product responsibility and creates a powerful, defensible moat that activates word-of-mouth and differentiates you from competitors.

Instead of fighting for shelf space in traditional retail (a 'red ocean'), identify and create new, unconventional distribution points like hotels, airlines, or golf courses. This 'blue ocean' strategy builds a brand moat with less competition by reimagining where a product can live.

Seeing an existing successful business is validation, not a deterrent. By copying their current model, you start where they are today, bypassing their years of risky experimentation and learning. The market is large enough for multiple winners.