Seo Cluster

Name: Seo Cluster
Author: fusengine

ASecurity

Use when building semantic keyword clusters from SERP overlap. Covers seed keyword expansion, Jaccard SERP overlap, intent grouping, pillar/cluster content architecture.

29 stars
0 votes
0 copies
2 views
Added May 28, 2026

ai-agents

Works with

claude code
cursor
mcp

Security analysis

A100/100

Scanned May 28, 2026

npx -y skills add fusengine/agents --skill seo-cluster --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Seo Cluster?

Add the live security badge to your README. It updates with every re-scan.

[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/fusengine-seo-cluster/badge)](https://www.skillsdirectory.com/skills/fusengine-seo-cluster)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro

SKILL.md

---
name: seo-cluster
description: Use when building semantic keyword clusters from SERP overlap. Covers seed keyword expansion, Jaccard SERP overlap, intent grouping, pillar/cluster content architecture.
user-invocable: false
related-skills: seo, seo-internal-linking, seo-content, seo-content-brief
---

# Semantic Clustering

## Method

1. Take seed keyword (e.g. "claude code")
2. Fetch SERP for seed via WebFetch/Playwright (top 10 results)
3. For each related keyword (autocomplete + "People Also Ask"):
   - Fetch its SERP
   - Compute overlap with seed's SERP (Jaccard index)
4. Group keywords where SERP overlap ≥ 30% → same cluster
5. Cluster center = highest-volume keyword

## Output

```markdown
# Cluster: "claude code"

## Pillar: claude code (vol: 12K, KD: 45)
- Intent: informational
- Featured: AI Overview, video

## Cluster pages
1. claude code installation (vol: 2.4K)
2. claude code vs cursor (vol: 1.8K)
3. claude code mcp servers (vol: 900)
4. claude code hooks (vol: 720)
```

## Anti-Cannibalization Check

Before creating cluster pages, verify no existing page targets same intent. Use `seo-content` skill.