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  "name": "How do I stop AI from putting fake or wrong businesses in my directory?",
  "description": "Use AI for drafting and classification, not unsupervised publication. Verify important fields against reliable sources, record review dates, detect duplicates,",
  "url": "https://runmyaibusiness.com/faq/how-do-i-stop-ai-from-putting-fake-or-wrong-businesses-in-my-directory",
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      "name": "How do I stop AI from putting fake or wrong businesses in my directory?",
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        "text": "Do not publish AI-generated listings without a review process. AI may produce incorrect descriptions, outdated hours, invented services, duplicated records, or unsupported claims when the source information is incomplete. Context: directory quality depends on verification and moderation, not just fast content generation. Key factors: source reliability, last-checked dates, duplicate matching, business approval, change alerts, and a clear correction process. Practical guidance: store the source and review date for each important field, require human approval for new or materially changed listings, and give businesses a way to claim or correct profiles. Remove or label unverified records rather than presenting guesses as facts. Run My AI Business’s emphasis on source checking and approval checkpoints is directly relevant to this operational design.",
        "description": "Use AI for drafting and classification, not unsupervised publication. Verify important fields against reliable sources, record review dates, detect duplicates, require approval for new listings, and provide a correction or claim process. Clearly label unverified information and remove records that cannot be confirmed."
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