Publish a centralized 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. Keep private procedures in a separate 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 while protecting private data. This alignment supports AI Mode's agentic features and enables cross-language overviews.
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What practical steps should a brand take to align its AI-ready data with Google's AI Mode agentic features to ensure reliable cross-language AI Overviews?
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