Discussions on AI recommendations at IFA Berlin
Conversations with brands and retailers at IFA about how AI answers recommend products, and why visibility alone does not explain the outcome.
Read the post on LinkedIn ↗Previous appearances, talk themes and a concise biography for conversations about agentic commerce and AI product discovery.
Events, studies and essays where I have pushed the question of how AI recommends products.
Conversations with brands and retailers at IFA about how AI answers recommend products, and why visibility alone does not explain the outcome.
Read the post on LinkedIn ↗Hosted sessions at the C2 event together with Mike Silver, during two weeks of meetings in North America.
Read the post on LinkedIn ↗The following are proposed themes that can be adapted to the audience and format. Each connects an emerging technical question to a concrete commercial decision.
Fredrik Kridahl is co-founder and Chief Intelligence Officer of Hyper Agency in Stockholm. His work focuses on agentic commerce, AI-driven product discovery and the measurement of AI recommendations. He came to that work through store and district leadership at JYSK, retail development at 3, a regional-manager period at Clas Ohlson, global partnerships at Actimo and business development at WorkShop.
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Original documentation and published evidence. The working approach and priorities on this page are editorial recommendations, not platform guarantees. Reviewed 7 November 2026.
Hyper Agency · About↗Hyper Agency · AI valkompass · 2 September 2026↗