Blog

Notes on AI-enabled marketing, GTM systems, and buyer precision.

Building the funnel backwards

2026-07-24

Most content plans are organised around what is easiest to produce, not where buyer uncertainty actually lives. Building backwards forces teams to confront the decision in the order the buyer experiences it.

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AI-Enabled Marketing Should Improve Buyer Precision, Not Just Output Volume

2026-05-13

AI matters when it improves clarity, relevance, and timing across the funnel.

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