Keyword Cluster Builder

SkillProductivity

Techniques for expanding seed keywords and clustering by topic and intent. Use when building keyword lists, planning content calendars, or identifying topic clusters for pillar content strategy.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Keyword Cluster Builder skill

What this skill tells your AI

The instructions your AI receives, as published by nicepkg/ai-workflow in workflows/marketing-pro-workflow/.claude/skills/keyword-cluster-builder/SKILL.md and read by ahel’s review.

When to Use

  • Expanding seed keywords to comprehensive lists (50-100+)
  • Grouping keywords by topic for pillar content strategy
  • Mapping keywords to funnel stages
  • Identifying content gaps in keyword coverage

Expansion Techniques

Question Modifiers

  • What is {keyword}
  • How to {keyword}
  • Why {keyword}
  • When to {keyword}
  • Where to {keyword}

Comparative Modifiers

  • {keyword} vs {competitor}
  • {keyword} alternatives
  • best {keyword}
  • {keyword} comparison

Intent Modifiers

  • {keyword} guide
  • {keyword} tutorial
  • {keyword} examples
  • {keyword} template
  • buy {keyword}
  • {keyword} pricing

Audience Modifiers

  • {keyword} for beginners
  • {keyword} for {industry}
  • {keyword} for small business
  • {keyword} for enterprise

Clustering Algorithm

  1. Extract Seed Topics: Identify main themes from expanded list
  2. Group by Semantic Similarity: Keywords with overlapping meaning
  3. Map Intent: Assign I/C/T/N to each cluster
  4. Identify Pillar: Highest-volume, broadest term = pillar
  5. Map Supporting: Lower-volume terms support pillar

Cluster Structure

PILLAR: "content marketing" (highest volume)
+-- CLUSTER: "content marketing strategy" (commercial)
|   +-- content marketing plan template
|   +-- content marketing framework
|   +-- how to create content marketing strategy
+-- CLUSTER: "content marketing examples" (informational)
|   +-- B2B content marketing examples
|   +-- content marketing case studies
|   +-- content marketing success stories
+-- CLUSTER: "content marketing tools" (commercial)
    +-- best content marketing tools
    +-- content marketing software
    +-- content marketing platforms

Intent Classification Rules

SignalIntent
"what is", "how to", "guide"Informational
"best", "vs", "review", "compare"Commercial
"buy", "price", "discount", brandTransactional
Brand name, specific productNavigational

Output Format

When generating keyword clusters, use this format:

## Keyword Cluster Report

**Seed Keyword**: {seed}
**Total Keywords**: {count}
**Clusters**: {cluster_count}

### Cluster 1: {cluster_name}
**Intent**: {intent}
**Funnel Stage**: {stage}
**Keywords**:
1. {keyword1} - {estimated_volume}
2. {keyword2} - {estimated_volume}
...

### Cluster 2: {cluster_name}
...

Signals

GitHub stars
283
Forks
48
Last commit
Jan 2026
Advanced
Catalog kind
skill
Gateway key
keyword-cluster-builder
Source
github.com/nicepkg/ai-workflow