To support cross-language AI Mode overviews, publish a centralized AI-ready Public Business Brain with deterministic facts and language-aware mappings that point to the same fact_ids across languages. Attach verifiable proofs (sources, transcripts, official pages) 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 Change Control and versioning so updates are deliberate and auditable. This minimal structure enables reliable cross-language overviews while protecting private data.
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How should we structure data to support cross-language AI Mode overviews in Google’s AI Mode, and what minimal structure should we publish?
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