Add SEO skills 19-28, 31-32 with full Python implementations
12 new skills: Keyword Strategy, SERP Analysis, Position Tracking, Link Building, Content Strategy, E-Commerce SEO, KPI Framework, International SEO, AI Visibility, Knowledge Graph, Competitor Intel, and Crawl Budget. ~20K lines of Python across 25 domain scripts. Updated skill 11 pipeline table and repo CLAUDE.md. Enhanced skill 18 local SEO workflow from jamie.clinic audit. Note: Skill 26 hreflang_validator.py pending (content filter block). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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custom-skills/27-seo-ai-visibility/desktop/SKILL.md
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name: seo-ai-visibility
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description: |
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AI search visibility and brand radar monitoring. Tracks how a brand appears
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in AI-generated search answers using Ahrefs Brand Radar APIs.
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Triggers: AI search, AI visibility, brand radar, AI citations,
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share of voice, AI answers, AI mentions.
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---
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# SEO AI Visibility & Brand Radar
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Monitor and analyze brand visibility in AI-generated search results. This skill uses Ahrefs Brand Radar APIs to track impressions, mentions, share of voice, cited domains, cited pages, and AI response content.
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## Capabilities
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### AI Visibility Tracking
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- **Impressions Overview** - How often the brand appears in AI answers
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- **Mentions Overview** - Brand mention frequency across AI engines
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- **Share of Voice (SOV)** - Brand's share vs competitors in AI search
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- **Historical Trends** - Impressions, mentions, and SOV over time
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- **Competitor Comparison** - Side-by-side AI visibility metrics
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### AI Citation Analysis
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- **AI Response Analysis** - Content and sentiment of AI mentions
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- **Cited Domains** - Which source domains AI engines reference
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- **Cited Pages** - Specific URLs that get cited in AI answers
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- **Citation Ranking** - Frequency-based ranking of citations
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- **Sentiment Analysis** - Positive/neutral/negative distribution
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## Workflow
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1. **Input**: User provides target domain and optional competitors
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2. **Data Collection**: Fetch metrics from Ahrefs Brand Radar APIs
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3. **Analysis**: Calculate trends, compare competitors, analyze sentiment
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4. **Recommendations**: Generate actionable Korean-language recommendations
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5. **Output**: JSON report and Notion database entry
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## Ahrefs MCP Tools
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| Tool | Purpose |
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|------|---------|
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| `brand-radar-ai-responses` | AI-generated responses mentioning brand |
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| `brand-radar-cited-domains` | Domains cited in AI answers |
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| `brand-radar-cited-pages` | Specific pages cited in AI answers |
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| `brand-radar-impressions-history` | Impression trend over time |
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| `brand-radar-impressions-overview` | Current impression metrics |
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| `brand-radar-mentions-history` | Mention trend over time |
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| `brand-radar-mentions-overview` | Current mention metrics |
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| `brand-radar-sov-history` | Share of voice trend |
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| `brand-radar-sov-overview` | Current share of voice |
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## Notion Output
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All reports are saved to the OurDigital SEO Audit Log:
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- **Database ID**: `2c8581e5-8a1e-8035-880b-e38cefc2f3ef`
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- **Category**: AI Search Visibility
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- **Audit ID Format**: AI-YYYYMMDD-NNN
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- **Language**: Korean (technical terms in English)
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## Example Queries
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- "example.com의 AI 검색 가시성을 분석해줘"
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- "AI search visibility for example.com with competitors"
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- "브랜드 레이더 분석: example.com vs competitor.com"
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- "AI 인용 분석 - 어떤 페이지가 AI 답변에서 인용되나요?"
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- "Share of Voice in AI search for our domain"
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