Only scarce context is a moat and what is scarce is changing quickly. OpenClaw is a great example of the context substrate not being scarce (local files, skills are easily copied to another platform) and thus not providing a moat.

Claude's recent import of ChatGPT's memory is another example of context that was scarce becoming abundant (chat export) and potentially becoming scarce again (OpenAI cutting out chat export).