---
description: AI search visibility - citations, brand radar, share of voice tracking
---

# SEO AI Visibility

Track brand visibility in AI-generated search answers with citation analysis and share of voice monitoring.

## Triggers
- "AI visibility", "AI search", "AI citations", "AI share of voice"

## Capabilities

1. **AI Impressions Tracking** - How often brand appears in AI answers
2. **AI Mentions Monitoring** - Brand mention frequency across AI engines
3. **Share of Voice** - AI search SOV vs competitors with trend analysis
4. **Citation Analysis** - Which domains and pages AI engines cite
5. **AI Response Analysis** - How the brand appears in AI-generated answers
6. **Competitor Comparison** - Side-by-side AI visibility benchmarking

## Scripts

```bash
# AI visibility overview
python custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py \
  --target example.com --json

# With competitor comparison
python custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py \
  --target example.com --competitor comp1.com --competitor comp2.com --json

# Historical trend (impressions/mentions)
python custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py \
  --target example.com --history --json

# Share of voice analysis
python custom-skills/27-seo-ai-visibility/code/scripts/ai_visibility_tracker.py \
  --target example.com --sov --json

# AI citation analysis
python custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py \
  --target example.com --json

# Cited domains analysis
python custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py \
  --target example.com --cited-domains --json

# Cited pages analysis
python custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py \
  --target example.com --cited-pages --json

# AI response content analysis
python custom-skills/27-seo-ai-visibility/code/scripts/ai_citation_analyzer.py \
  --target example.com --responses --json
```

## Output
- AI impressions and mentions with trend indicators
- Share of voice percentage vs competitors
- Cited domains and pages ranked by frequency
- AI response samples showing brand context
- Recommendations for improving AI visibility
- Reports saved to Notion SEO Audit Log (Category: AI Search Visibility)