
Query fan-out: how AI search becomes research
One prompt now triggers a whole research map. The brands that win will be the ones present across the questions sitting behind it.
Essays on growth strategy, AI, ecommerce, internationalisation and the operator's craft.

One prompt now triggers a whole research map. The brands that win will be the ones present across the questions sitting behind it.

AI search turns earned coverage into evidence machines use to decide who to recommend.

AI surfaces are becoming the new layer between intent and decision. Citation is fast becoming the placement that matters.

AI will not just translate product pages. It will change how brands understand markets, localise buying journeys and scale relevance across borders.