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 to each hub fact, and connect a multilingual Q&A network mapping topics to those facts. Keep private procedures in a separate Operational layer with strict access controls. Use governance with versioning and ensure translations reference hub fact_ids so AI Mode can generate reliable cross-language overviews while protecting private data.
Own The Conversation Digital Twin · Public Q&A
What minimal data structure does Google’s AI Mode require to generate cross-language AI Overviews, and what governance steps should brands implement to stay in control?
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