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Snapshot Nov 6, 2026 · 00:16 UTC · version 0.1.4

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{
  "description": "Use when the user wants a summary or report of their brand's AI visibility, such as a weekly or monthly report, an executive summary, a client report, \"how are we doing in AI search\", or a status update for a meeting.",
  "included_files": [],
  "name": "ai-visibility-report",
  "skill_md_contents": "---\r\nname: ai-visibility-report\r\ndescription: Use when the user wants a summary or report of their brand's AI visibility, such as a weekly or monthly report, an executive summary, a client report, \"how are we doing in AI search\", or a status update for a meeting.\r\n---\r\n# AI visibility report\r\nBuild a concise, client-ready report from Refora data.\r\n1. list_workspaces. If there are several workspaces and the user didn't name one, ask, or offer a short overview of each.\r\n2. get_visibility_score for the period: overall visibility, change in points, strongest and weakest model.\r\n3. get_visibility_trend with resolution=week, for the direction over time.\r\n4. get_share_of_voice and get_competitor_comparison, for position against competitors.\r\n5. get_sentiment_breakdown, for tone. get_citation_sources, for the top sources and the own site's share of citations.\r\nOutput, in this order:\r\n- headline (one sentence);\r\n- 3–5 key numbers with period and comparison;\r\n- what changed and the likely reasons, labelled as hypotheses;\r\n- competitors;\r\n- how AI describes the brand;\r\n- top cited sources;\r\n- 3 prioritized next steps.\r\nState the date window and how many AI answers the numbers are based on.\r\n\r\n"
}

SHA-256 of public snapshot: b136bf07b2212734cb5c2446ce87424db982844c0e41ddcb61265271b4d50ef3