Assess whether AI responses actually use your precise sources and linked proofs rather than just mentioning your brand. Verify that conversation citations correspond to real evidentiary items in the Public Business Brain, and track whether AI Overviews pull verifiable content across languages. Maintain an auditing process and dashboards that separate discovery, retrieval, citations, referrals, and outcomes so you can distinguish accurate citations from superficial mentions. This discipline helps ensure AI citations reflect your verified knowledge rather than generic or misattributed data.
Own The Conversation Digital Twin · Public Q&A
How can I tell whether AI systems are citing my business accurately—not merely citing it?
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