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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
Entenda quais vantagens competitivas a IA pode enfraquecer, quais resistem e quais se fortalecem
10 maneiras de tornar seu produto difícil de copiar, com exemplos de empresas reais
Identifique onde os efeitos de dados e de rede se concentram e onde os pontos fortes mais notáveis são fáceis de copiar
Avalie os pontos fortes do seu produto e escolha um ou dois para focar no próximo trimestre