Question
Content Remediation is the operational workspace where evaluation signals turn into content action. It surfaces tracked prompts with visibility gaps such as missing Mentions, low Share of Voice, or reliance on External Citations and organizes them into a prioritized workflow. Each remediation item is tied to a specific prompt and model output. The goal is to move from visibility insight to structured, citation-ready content that improves how AI systems represent the brand.