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