---
description: Knowledge Graph & Entity SEO - Knowledge Panel, PAA, FAQ rich results
---

# SEO Knowledge Graph

Entity SEO analysis for Knowledge Panel presence, People Also Ask monitoring, and FAQ rich results tracking.

## Triggers
- "knowledge graph", "entity SEO", "Knowledge Panel", "PAA monitoring"

## Capabilities

1. **Knowledge Panel Detection** - Check entity presence in Google Knowledge Graph
2. **Entity Attribute Analysis** - Name, type, description, logo, social profiles, completeness score
3. **Wikipedia/Wikidata Check** - Article and QID presence verification
4. **Naver Presence** - Encyclopedia and knowledge iN (지식iN) coverage
5. **PAA Monitoring** - People Also Ask tracking for brand queries
6. **FAQ Rich Results** - FAQPage schema presence and SERP appearance tracking
7. **Entity Markup Audit** - Organization/Person/LocalBusiness schema and sameAs validation

## Scripts

```bash
# Knowledge Graph analysis
python custom-skills/28-seo-knowledge-graph/code/scripts/knowledge_graph_analyzer.py \
  --entity "Samsung Electronics" --json

# Korean entity check
python custom-skills/28-seo-knowledge-graph/code/scripts/knowledge_graph_analyzer.py \
  --entity "삼성전자" --language ko --json

# Include Wikipedia/Wikidata check
python custom-skills/28-seo-knowledge-graph/code/scripts/knowledge_graph_analyzer.py \
  --entity "Samsung" --wiki --json

# Full entity SEO audit
python custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py \
  --url https://example.com --entity "Brand Name" --json

# PAA monitoring
python custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py \
  --url https://example.com --entity "Brand Name" --paa --json

# FAQ rich result tracking
python custom-skills/28-seo-knowledge-graph/code/scripts/entity_auditor.py \
  --url https://example.com --entity "Brand Name" --faq --json
```

## Output
- Knowledge Panel detection with attribute completeness score
- Wikipedia/Wikidata presence status
- Naver encyclopedia and knowledge iN coverage
- PAA questions list for brand keywords
- FAQ rich result tracking
- Entity schema audit (Organization, sameAs links)
- Reports saved to Notion SEO Audit Log (Category: Knowledge Graph & Entity SEO)