Publish a centralized AI-ready Public Business Brain with deterministic facts and language-aware mappings that point to identical fact_ids across languages. Attach verifiable proofs (sources/media) to each fact, and connect a multilingual Q&A network that maps topics to those facts. Private procedures stay in an Operational layer with strict access controls. Use governance to version updates and ensure translations reference hub identifiers so AI Mode can generate reliable cross-language overviews without language-specific rework.
Own The Conversation Digital Twin · Public Q&A
Given Google's AI Mode updates, what minimal data structure should we publish now to enable reliable cross-language AI Overviews?
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