Essays - Benedict Evans · Benedict Evans

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How will OpenAI compete?

19 February 2026Strategy

Source excerpt

OpenAI has some big questions. It doesn’t have unique tech. It has a big user base, but with limited engagement and stickiness and no network effect. The incumbents have matched the tech and are leveraging their product and distribution. And a lot of the value and leverage will come from new experiences that haven’t been invented yet, and it can’t invent all of those itself. What’s the plan?

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What a founder can learn

Founder takeaway

Early adoption is not a durable advantage when competitors can match the technology and bundle it into established products. Build defensibility through a deliberate choice of where to play—such as proprietary workflows, distribution, customer lock-in, or an ecosystem that lets others create valuable experiences on your platform.

Why it matters

A large user base can look like a moat even when engagement is shallow and switching costs are low. Founders who distinguish traction from defensibility can focus scarce resources on advantages that compound rather than features competitors can quickly reproduce.

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How will OpenAI compete?

What a founder can learn

Founder takeaway

Why it matters

Relevant guides

Put it to work

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