# Seo Cluster

> SERP-based semantic keyword and topic clustering. Groups search terms by SERP URL overlap percentage to eliminate keyword cannibalization.

- **Type:** Skill
- **Install:** `agentstack add skill-seoskillsai-seo-skills-ai-seo-cluster`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [seoskillsai](https://agentstack.voostack.com/s/seoskillsai)
- **Installs:** 0
- **Category:** [Search](https://agentstack.voostack.com/c/search)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [seoskillsai](https://github.com/seoskillsai)
- **Source:** https://github.com/seoskillsai/seo-skills-ai/tree/main/skills/seo-cluster
- **Website:** https://seoskillsai.com

## Install

```sh
agentstack add skill-seoskillsai-seo-skills-ai-seo-cluster
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# SERP-Based Semantic Keyword Clustering

Clusters keyword lists into distinct topic silos based on real-world SERP URL overlap to prevent keyword cannibalization.

---

## 🎯 Overlap Heuristic Rules

- **$\ge$ 4 Shared URLs in Top 10 SERPs:** Combine into a **single comprehensive article** (identical search intent).
- **1–3 Shared URLs in Top 10 SERPs:** Create **separate child articles** with directional cross-links.
- **0 Shared URLs:** Distinct search intent; assign to separate topical silos.

## 🛠️ CLI Execution
```bash
python scripts/serp_cluster.py --keywords "keywords.csv" --output "clusters.json"
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [seoskillsai](https://github.com/seoskillsai)
- **Source:** [seoskillsai/seo-skills-ai](https://github.com/seoskillsai/seo-skills-ai)
- **License:** MIT
- **Homepage:** https://seoskillsai.com

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-seoskillsai-seo-skills-ai-seo-cluster
- Seller: https://agentstack.voostack.com/s/seoskillsai
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.