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Snapshot Nov 7, 2026 · 18:09 UTC · version 1.0.5

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{
  "description": "Review how a brand appears in AI assistant answers and AI search using CitationLab AI Monitor. Use for questions about AI visibility, share of voice, citations, mentions or which competitors AI assistants recommend.",
  "included_files": [],
  "name": "ai-visibility-review",
  "skill_md_contents": "---\nname: ai-visibility-review\ndescription: Review how a brand appears in AI assistant answers and AI search using CitationLab AI Monitor. Use for questions about AI visibility, share of voice, citations, mentions or which competitors AI assistants recommend.\n---\n\n# AI visibility review\n\nAll tools need `projectId`; most accept `startDate`/`endDate` (YYYY-MM-DD) and `models[]` (`chatgpt`, `gemini`, `claude`, `perplexity`).\n\n1. **Overview:** `get_ai_monitor_report` — topics, recent answers, sentiment and overall visibility in one call.\n2. **Trend:** `get_ai_visibility_trend` — is visibility rising or falling over the period?\n3. **Share of voice:** `get_ai_share_of_voice` — the brand against its competitors.\n4. **Who wins instead:** `get_ai_competitors` — brands mentioned in the answers.\n5. **Where the answers come from:** `get_ai_citations` with `view: \"domains\"`, then `view: \"urls\"` for the brand's own pages that get cited. `get_ai_mentions` for how the brand is named.\n6. **Per assistant:** `get_ai_model_performance` with `view: \"comparison\"` when the person asks which assistant is weakest.\n7. **The actual answers:** `list_ai_prompts`, then `get_ai_prompt_responses` with a `promptId` the person wants to read.\n\n## How to report\n\n- Lead with the change and its size over the period, then the two or three biggest gaps (assistants, topics or competitors), then concrete next steps.\n- Quote numbers exactly as returned; say which date range and which assistants they cover.\n- If the project has no prompts or no runs yet, say so: prompts are set up in the CitationLab app under AI Monitor.\n- Offer to turn the next steps into actions (see the `actions-and-follow-up` skill).\n"
}

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