Constructeur de clusters de mots-clés SEO

VérifiéSûr

Organisez les mots-clés en clusters thématiques, développez des stratégies de contenu piliers et planifiez le maillage interne pour améliorer le référencement.

Spar Skills Guide Bot
ContenuIntermédiaire
28/07/2026
Claude CodeCursorWindsurfCopilotCodex
#seo#keyword-research#content-strategy#internal-linking#topic-clusters

Recommandé pour

Synthèse automatique

Ce skill organise des listes de mots-clés en clusters thématiques, définit une architecture de pages piliers et planifie le maillage interne pour une stratégie de contenu SEO.

Points forts

  • Processus en étapes claires : analyse des mots-clés, identification des clusters, puis architecture de contenu
  • Segmente les mots-clés selon l'intention de recherche, la proximité sémantique, l'étape du parcours utilisateur et le type de contenu
  • Fournit des modèles concrets (arborescence pilier/clusters, longueurs cibles de 2000-4000 mots pour le pilier et 800-1500 pour les articles)
  • Inclut des exemples de requêtes déclencheuses et se termine par des prochaines étapes et un calendrier éditorial

Limites

  • Ne récupère ni volumes de recherche ni données SERP : tout repose sur la liste de mots-clés fournie par l'utilisateur
  • Aucune intégration outillée (Ahrefs, Semrush, export CSV) ni format de sortie structuré n'est décrit
  • La qualité des clusters dépend entièrement de la pertinence des mots-clés soumis et du contexte métier communiqué
Quand l'utiliser

À utiliser lorsqu'on dispose d'une liste de mots-clés brute à structurer en clusters, pages piliers et plan de maillage interne pour une stratégie de contenu.

Quand l'éviter

À éviter si l'on cherche des volumes de recherche vérifiés, une analyse SERP en temps réel ou un audit technique SEO on-page.

Analyse de sécurité

Sûr
Score qualité88/100

The skill is purely instructional and advisory, providing SEO content strategy guidance without any executable commands, file operations, network calls, or use of sensitive data. No destructive, exfiltrating, or obfuscated actions are present.

Aucun point d'attention détecté

Comment cette analyse est faite

Exemples

Email marketing clusters
Help me organize these 30 keywords about email marketing into topic clusters and create a content hub architecture with an internal linking plan.
Pillar page structure
Build a pillar page structure for 'project management software' with cluster articles grouped by search intent and user journey stage, plus internal links between them.
Prioritized content roadmap
I have 60 keywords from Ahrefs for a B2B HR-tech SaaS. Cluster them, propose a pillar/cluster architecture, and give me a prioritized content creation roadmap with next steps.

name: seo-keyword-cluster-builder description: SEO keyword clustering with topic organization, content hub architecture, internal linking strategies. Use for content strategy, keyword research, pillar page structures, or encountering cluster organization, hub architecture, internal linking errors. license: MIT

SEO Keyword Cluster Builder

Overview

Organize keywords into thematic topic clusters, develop pillar content strategies, and plan internal linking approaches for improved search engine optimization and content architecture.

When to Use

  • Planning comprehensive content strategy
  • Organizing large keyword research lists
  • Building topic authority with pillar pages
  • Creating content hubs and silos
  • Developing internal linking structure
  • Prioritizing content creation roadmap

Instructions

You are an expert at SEO and content architecture. Build topic clusters, plan pillar content, and design internal linking strategies for maximum search visibility.

Common Trigger Phrases

Users typically request this skill with phrases like:

  • "Help me with [keyword organization]"
  • "Generate [content cluster plan]"
  • "Create [internal linking strategy]"
  • "Organize these keywords into topic clusters"
  • "Build a content hub architecture for [topic]"

Example Request:

"Help me organize these 30 keywords about email marketing into topic clusters and create a content hub architecture"

Response Approach

When activated, follow this process:

  1. Understand context and goals: Clarify user's industry, target audience, and objectives
  2. Generate comprehensive output: Create detailed cluster analysis with practical structure
  3. Provide actionable recommendations: Include specific next steps and priorities
  4. Include examples and templates: Show real-world applications and copy-paste formats
  5. Suggest next steps: Outline content calendar and implementation timeline

Core Concepts

Topic Clusters

A topic cluster consists of:

  • Pillar page: Comprehensive guide on broad topic (2000-4000 words)
  • Cluster content: Detailed articles on specific subtopics (800-1500 words each)
  • Internal links: Bidirectional links connecting all related content
                    [Pillar Page]
                  "Project Management"
                          |
        +----------------+----------------+
        |                |                |
   [Cluster 1]      [Cluster 2]     [Cluster 3]
   "PM Tools"       "PM Methods"    "PM Skills"
        |                |                |
    +--+--+          +--+--+          +--+--+
    |     |          |     |          |     |
  Sub1  Sub2      Sub1  Sub2       Sub1  Sub2

Keyword Clustering Strategy

Group keywords by:

  1. Search intent: Informational, commercial, transactional
  2. Topic similarity: Semantic relationships
  3. User journey stage: Awareness, consideration, decision
  4. Content type: How-to, comparison, definition, list

Clustering Process

Step 1: Analyze Keywords

Example keyword list:
- project management software (2.4k vol)
- best project management tools (1.8k vol)
- project management apps (1.2k vol)
- free project management software (900 vol)
- project management tools for small teams (500 vol)

Step 2: Identify Clusters

Group by semantic similarity:

Cluster 1: Software Selection

  • project management software
  • best project management tools
  • project management apps
  • top pm software

Cluster 2: Budget/Pricing

  • free project management software
  • project management software pricing
  • affordable pm tools
  • pm software cost

Cluster 3: Team Size

  • pm tools for small teams
  • enterprise project management
  • pm for startups
  • pm for large organizations

Step 3: Create Architecture

Pillar Page: "Complete Guide to Project Management Software"
├── Cluster 1: Software Selection
│   ├── Best Project Management Tools 2024
│   ├── Project Management Apps Comparison
│   └── Top PM Software Features
├── Cluster 2: Budget & Pricing
│   ├── Free Project Management Software Options
│   ├── PM Software Pricing Guide
│   └── ROI of Project Management Tools
└── Cluster 3: Team Size Solutions
    ├── PM Tools for Small Teams
    ├── Enterprise PM Solutions
    └── Scaling PM Software

Output Format

Basic Template (Minimal)

For quick results, use this concise format:

# SEO Keyword Cluster Builder Output

**Generated**: {timestamp}

---

## Results

[Your formatted output here]

---

## Recommendations

[Actionable next steps]

Detailed Template (Comprehensive)

For thorough analysis, use this expanded format:

# SEO Keyword Cluster Analysis

**Generated**: [Date]
**Total Keywords Analyzed**: [X]
**Clusters Identified**: [X]

---

## Cluster 1: [Cluster Name]

**Theme**: [Brief description of topic]
**Search Intent**: [Informational/Commercial/Transactional]
**Estimated Traffic Opportunity**: [Total monthly search volume]

### Keywords (sorted by volume)
1. [keyword] - [search volume] - [difficulty]
2. [keyword] - [search volume] - [difficulty]
3. [keyword] - [search volume] - [difficulty]

### Recommended Content

**Pillar Page**: "[Title]"
- Target length: [words]
- Primary keyword: [keyword]
- Secondary keywords: [list]

**Cluster Content** (3-5 articles):
1. **"[Article title]"**
   - Target keyword: [keyword]
   - Length: [words]
   - Focus: [brief description]

2. **"[Article title]"**
   - Target keyword: [keyword]
   - Length: [words]
   - Focus: [brief description]

### Internal Linking Strategy

```text
[Pillar Page] ←→ [Cluster Article 1]
      ↕               ↕
[Cluster Article 2] → [Cluster Article 3]

Link from Pillar to Clusters:

  • Anchor text: "[keyword phrase]"
  • Context: [where in pillar page]

Link from Clusters to Pillar:

  • Anchor text: "[broader topic phrase]"
  • Context: [intro or conclusion]

Cluster 2: [Next Cluster Name]

[Repeat structure]


Content Priority Roadmap

Phase 1: Foundation (Months 1-2)

  1. Create pillar page for Cluster 1
  2. Write top 3 cluster articles (highest volume keywords)
  3. Implement internal linking structure

Phase 2: Expansion (Months 3-4)

  1. Add remaining Cluster 1 articles
  2. Create pillar page for Cluster 2
  3. Write Cluster 2 core articles

Phase 3: Depth (Months 5-6)

  1. Add supporting content for both clusters
  2. Create comparison/versus articles
  3. Add FAQ sections for featured snippets

Implementation Checklist

Pillar Page Requirements:

  • [ ] Comprehensive coverage of topic (2000-4000 words)
  • [ ] Links to all cluster articles
  • [ ] Table of contents with anchor links
  • [ ] Target primary keyword with variations
  • [ ] Include multimedia (images, videos, infographics)
  • [ ] FAQ section for featured snippets

Cluster Article Requirements:

  • [ ] Deep dive into specific subtopic (800-1500 words)
  • [ ] Link to pillar page (contextual anchor)
  • [ ] Link to 2-3 related cluster articles
  • [ ] Target long-tail keyword
  • [ ] Include examples and actionable tips

Technical SEO:

  • [ ] Optimize meta titles and descriptions
  • [ ] Create descriptive URLs (keyword-rich slugs)
  • [ ] Add alt text to all images
  • [ ] Implement schema markup (Article/FAQ)
  • [ ] Ensure mobile responsiveness
  • [ ] Check page load speed

Recommendations

Next Steps

  1. [Specific actionable step]
  2. [Specific actionable step]
  3. [Specific actionable step]

Additional Opportunities

  • [Content gap or keyword opportunity]
  • [Internal linking improvement]
  • [Topic expansion suggestion]

## Best Practices

### 1. Be Specific
- Focus on concrete, actionable outputs
- Provide exact content titles and structures
- Include specific word counts and keyword targets

### 2. Use Templates
- Provide copy-paste ready formats
- Include examples that users can adapt
- Show clear content hierarchies

### 3. Include Examples
- Demonstrate real-world usage
- Show before/after content organization
- Provide sample anchor text and link placements

### 4. Add Context
- Explain why recommendations matter
- Include search volume and difficulty data
- Estimate traffic opportunity

### 5. Stay Current
- Use latest SEO best practices
- Consider current search algorithm priorities
- Include content freshness strategies

## Common Clustering Patterns

### Pattern 1: Feature-Based

```text
Pillar: "Email Marketing Software"
├── Email Marketing Features
├── Email Marketing Automation
├── Email Marketing Analytics
└── Email Marketing Templates

Pattern 2: Problem-Solution

Pillar: "CRM for Small Business"
├── How to Choose a CRM
├── CRM Implementation Guide
├── CRM Best Practices
└── Common CRM Mistakes

Pattern 3: Comparison-Based

Pillar: "Project Management Tools Comparison"
├── Asana vs Monday.com
├── Trello vs ClickUp
├── Best Free PM Tools
└── PM Tools for Remote Teams

Pattern 4: Stage-Based

Pillar: "Content Marketing Guide"
├── Content Strategy Planning
├── Content Creation Process
├── Content Distribution Channels
└── Content Performance Measurement

Keyword Research Integration

Organize by Intent

Informational Intent:

  • "what is [topic]"
  • "how to [action]"
  • "[topic] guide"
  • "[topic] examples"

Commercial Intent:

  • "best [product]"
  • "[product] comparison"
  • "[product] review"
  • "top [product] for [use case]"

Transactional Intent:

  • "[product] pricing"
  • "buy [product]"
  • "[product] discount"
  • "[product] free trial"

Search Volume Tiers

High Volume (>1000/month):
- Primary pillar page targets
- High priority for content creation
- Competitive but high reward

Medium Volume (100-1000/month):
- Cluster article targets
- Good balance of difficulty and opportunity
- Build topic authority

Long-Tail (<100/month):
- Supporting content targets
- Lower competition
- Easier to rank, good for starting

Internal Linking Guidelines

Anchor Text Best Practices

Good Examples:

  • "project management best practices"
  • "how to implement agile methodology"
  • "comparison of top CRM platforms"

Bad Examples:

  • "click here" ❌ (not descriptive)
  • "this article" ❌ (no keyword context)
  • "project management project management" ❌ (stuffing)

Link Structure

Hub-and-Spoke Model:

Every cluster article links:
→ To pillar page (1 link)
→ To 2-3 related cluster articles (lateral links)
← From pillar page (receives link)

Link Frequency:

  • Pillar to cluster: 1-2 contextual links
  • Cluster to pillar: 1 link (introduction or conclusion)
  • Cluster to cluster: 2-3 related links

Content Calendar Template

| Month | Week | Content Type | Title | Target Keyword | Status |
|-------|------|--------------|-------|----------------|--------|
| Jan | 1 | Pillar | [Title] | [keyword] | Planning |
| Jan | 2 | Cluster | [Title] | [keyword] | In Progress |
| Jan | 3 | Cluster | [Title] | [keyword] | Not Started |
| Jan | 4 | Cluster | [Title] | [keyword] | Not Started |
| Feb | 1 | Cluster | [Title] | [keyword] | Not Started |

Success Metrics

Track These KPIs

Traffic Metrics:

  • Organic sessions per cluster
  • Click-through rate from search
  • Pages per session (internal link effectiveness)

Ranking Metrics:

  • Average position for target keywords
  • Number of keywords ranking in top 10
  • Featured snippet wins

Engagement Metrics:

  • Time on page
  • Bounce rate
  • Internal link click rate

Authority Metrics:

  • Backlinks to pillar pages
  • Domain authority growth
  • Social shares per cluster

Example Workflow

User Request

"Help me organize these 30 keywords about email marketing into topic clusters"

Your Response Process

  1. Analyze keywords → Identify themes
  2. Group by similarity → Create 3-4 main clusters
  3. Recommend structure → Pillar + cluster content
  4. Suggest titles → SEO-optimized content titles
  5. Plan linking → Internal link strategy
  6. Prioritize → Content creation roadmap
  7. Provide template → Formatted output ready to use

Philosophy

"Focus on delivering value quickly and clearly!"

Build topic authority by creating comprehensive, interconnected content that serves user intent better than competitors. Topic clusters help search engines understand your expertise while providing users with complete information on their chosen topic.

Du fichier au premier essai

Le téléchargement contient exactement le contenu affiché sur cette fiche. Cette copie peut différer de la dernière version du dépôt source.

Consulter la source et ses fichiers annexes

Ce téléchargement contient uniquement SKILL.md. Les scripts, références, modèles et dépendances éventuels ne sont pas inclus. Récupérez les fichiers nécessaires depuis la source en conservant leur arborescence avant de poursuivre.

1. Télécharger le fichier

Télécharger SKILL.md

Depuis la racine d’un projet de test, enregistrez le fichier sous .skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md, ou utilisez la commande suivante. Ce dossier sert à examiner la skill avant son installation.

Commande pour macOS/Linux ou WSL : un shell POSIX et curl sont nécessaires. Sous Windows sans WSL, utilisez le bouton de téléchargement et créez le dossier manuellement.

mkdir -p '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/seo-keyword-cluster-builder-ms47vq2h/download' --output '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md.part' && mv '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md.part' '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md'

2. Vérifier les prérequis

Lisez SKILL.md avant de l’utiliser. Si le fichier cite des scripts ou services externes, examinez-les et préparez les accès nécessaires dans votre environnement de test.

Aucune section de prérequis reconnue dans ce fichier. Cela ne signifie pas qu’il est autonome : les bibliothèques, outils et accès peuvent être cités ailleurs dans le contenu ou dans le dépôt source.

Les plateformes de la fiche sont des indications du catalogue. Les chemins ci-dessous suivent la documentation des outils ; ils ne prouvent pas que cette skill y a été exécutée. Aucune version minimale de ces outils n’est attestée pour cette fiche.

3. Charger la skill

Après vérification, copiez le dossier complet dans le projet avec l’une des commandes ci-dessous, puis ouvrez une nouvelle session de l’outil. La commande s’arrête si un dossier du même nom existe déjà : comparez les fichiers avant de le remplacer.

Claude Code
test -f '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && test -s '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/seo-keyword-cluster-builder' && cp -R '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h' '.claude/skills/seo-keyword-cluster-builder'

Cursor
test -f '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && test -s '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && mkdir -p '.cursor/skills' && test ! -e '.cursor/skills/seo-keyword-cluster-builder' && cp -R '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h' '.cursor/skills/seo-keyword-cluster-builder'

Codex
test -f '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && test -s '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md' && mkdir -p '.agents/skills' && test ! -e '.agents/skills/seo-keyword-cluster-builder' && cp -R '.skill-downloads/seo-keyword-cluster-builder-ms47vq2h' '.agents/skills/seo-keyword-cluster-builder'

OpenSkills

OpenSkills doit déjà être installé. La procédure locale install/read est contrôlée avec OpenSkills 1.5.0, qui exige Node.js ≥ 20.6.0. Aucun slug du catalogue n’est résolu automatiquement.

Installation officielle d’OpenSkills
openskills install './.skill-downloads/seo-keyword-cluster-builder-ms47vq2h'

openskills read 'seo-keyword-cluster-builder-ms47vq2h'

La lecture doit afficher le contenu du fichier installé et son dossier de base. Elle ne lance ni la skill ni ses dépendances.

Pour un agent qui lit AGENTS.md, synchronisez ensuite l’index. Cette commande modifie AGENTS.md : relisez le diff avant de l’utiliser.

openskills sync

Mode manuel ou autre outil : joignez SKILL.md à une conversation, ou ouvrez-le dans un agent capable de lire les fichiers. Ajoutez les ressources annexes nécessaires. Il n’existe pas de dossier universel reconnu par tous les outils.

4. Faire un premier essai

Utilisez une entrée courte et fictive : un endpoint d’API, un petit document ou un brief d’interface. Dans une nouvelle conversation, joignez le fichier ou donnez son chemin à l’agent, puis adaptez cette demande :

Lis .skill-downloads/seo-keyword-cluster-builder-ms47vq2h/SKILL.md et applique ses instructions à cet exemple : [décrire une entrée de test]. Indique les fichiers, dépendances ou accès qui manquent. Produis le résultat demandé par la skill sans inventer de données ni exécuter de script non examiné.

Résultat attendu : une sortie correspondant aux instructions de la skill, ou une liste précise des prérequis manquants. Une simple confirmation de lecture ne valide pas le premier usage. Si une ressource externe est indisponible, ce parcours reste à tester.

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