Overture Member Summit 2026

Global search products break down when they treat geography as a flat and uniform monolith. This session argues that administrative boundaries and natural features are not “background/secondary data”, but core product anchors that enable search products like Bing reason about Places the way users actually think (by country, region, colloquial area, or natural landmark). Drawing from Bing’s experience evolving its Admin & Natural Features layer, we show how a strong, consistent regional model can enable region specific queries, reduce market by market hacks, and unlock scalable relevance across the world. The talk reframes Admin & NF investment as a product decision, one that directly shapes user intent understanding, regional correctness, and long term search quality, rather than a purely infrastructural concern.