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  "name": "What should my AI do when it cannot verify an affiliate product claim?",
  "description": "It should stop, mark the claim as unverified, and request a source or human review. Add explicit stop conditions to prompts, never let AI fill gaps with plausib",
  "url": "https://runmyaibusiness.com/faq/what-should-my-ai-do-when-it-cannot-verify-an-affiliate-product-claim",
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      "name": "What should my AI do when it cannot verify an affiliate product claim?",
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        "text": "If your workflow generates a recommendation, stop the process when a source is missing, the product has changed, or the claim cannot be supported. A safe workflow should escalate uncertainty instead of filling gaps with plausible wording.\n\n**Context:** Run My AI Biz emphasizes source verification, approval requirements, and restrictions on invented statistics, proof, or income claims. These controls are especially valuable in affiliate content, where confident errors can affect purchasing decisions.\n\n**Key factors:**\n- Confidence and source freshness\n- Materiality of the claim to the buying decision\n- Whether the product or price has changed\n- Availability of a qualified human reviewer\n\n**Practical guidance:** Add explicit stop conditions to every prompt, such as “mark unknown” or “request source.” Maintain a correction path for published content and notify affected subscribers when a material error is found.\n\nThis makes the workflow more dependable without pretending AI is infallible.",
        "description": "It should stop, mark the claim as unverified, and request a source or human review. Add explicit stop conditions to prompts, never let AI fill gaps with plausible wording, and maintain a correction process for published errors."
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    }
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