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Hard to copy: Finding your unfair advantages in the age of AI
Find your product’s moats and decide which strengths to double down on

Executive summary
Our latest State of Product 2027 survey found that nearly 9 in 10 product teams are at least somewhat worried that AI-native entrants will quickly match their product’s capabilities. Knowing where your strengths compound can help you decide what to build next.
This ebook helps product and engineering leaders find those strengths. Explore 10 ways to make your product hard to copy, with examples from Spotify, Shopify, John Deere, and more. Look for the data that gets more useful with every interaction, the network that gets more valuable as people join, and the workflows customers depend on. Understand which moats AI can weaken and which it can strengthen.
This ebooks gives you a scoring framework to identify your product’s strongest advantages and choose the ones to double down on next quarter. Download the ebook to focus your roadmap on what makes your product hard to copy.
Key takeaways
AI によってどの競争優位性が弱まり、どれが維持され、どれがさらに強固になるかを理解します
実際の企業の事例を交えた、製品の模倣を困難にする 10 の方法
データとネットワークの効果が増大する領域と、表面的な強みが容易に模倣される領域を見極めます
製品の強みにスコアを付け、次の四半期に注力するものを 1 つか 2 つ選択します