---
name: seo-ai-visibility
description: |
  AI search visibility and brand radar monitoring. Tracks how a brand appears
  in AI-generated search answers using Ahrefs Brand Radar APIs.
  Triggers: AI search, AI visibility, brand radar, AI citations,
  share of voice, AI answers, AI mentions.
---

# SEO AI Visibility & Brand Radar

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.

## Capabilities

### AI Visibility Tracking
- **Impressions Overview** - How often the brand appears in AI answers
- **Mentions Overview** - Brand mention frequency across AI engines
- **Share of Voice (SOV)** - Brand's share vs competitors in AI search
- **Historical Trends** - Impressions, mentions, and SOV over time
- **Competitor Comparison** - Side-by-side AI visibility metrics

### AI Citation Analysis
- **AI Response Analysis** - Content and sentiment of AI mentions
- **Cited Domains** - Which source domains AI engines reference
- **Cited Pages** - Specific URLs that get cited in AI answers
- **Citation Ranking** - Frequency-based ranking of citations
- **Sentiment Analysis** - Positive/neutral/negative distribution

## Workflow

1. **Input**: User provides target domain and optional competitors
2. **Data Collection**: Fetch metrics from Ahrefs Brand Radar APIs
3. **Analysis**: Calculate trends, compare competitors, analyze sentiment
4. **Recommendations**: Generate actionable Korean-language recommendations
5. **Output**: JSON report and Notion database entry

## Ahrefs MCP Tools

| Tool | Purpose |
|------|---------|
| `brand-radar-ai-responses` | AI-generated responses mentioning brand |
| `brand-radar-cited-domains` | Domains cited in AI answers |
| `brand-radar-cited-pages` | Specific pages cited in AI answers |
| `brand-radar-impressions-history` | Impression trend over time |
| `brand-radar-impressions-overview` | Current impression metrics |
| `brand-radar-mentions-history` | Mention trend over time |
| `brand-radar-mentions-overview` | Current mention metrics |
| `brand-radar-sov-history` | Share of voice trend |
| `brand-radar-sov-overview` | Current share of voice |

## Notion Output

All reports are saved to the OurDigital SEO Audit Log:
- **Database ID**: `2c8581e5-8a1e-8035-880b-e38cefc2f3ef`
- **Category**: AI Search Visibility
- **Audit ID Format**: AI-YYYYMMDD-NNN
- **Language**: Korean (technical terms in English)

## Example Queries

- "example.com의 AI 검색 가시성을 분석해줘"
- "AI search visibility for example.com with competitors"
- "브랜드 레이더 분석: example.com vs competitor.com"
- "AI 인용 분석 - 어떤 페이지가 AI 답변에서 인용되나요?"
- "Share of Voice in AI search for our domain"