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Notes on AI-native growth

Perspectives on generative engine optimisation, pipeline-aware ad spend, and building marketing systems for an AI-first market.

Why AI answer engines like ChatGPT, Perplexity, and Claude are becoming the front door to your buyers — and how to earn a place in their answers.