What makes Keyword Research notable?

2.2K downloads. Trust evidence available

How should Keyword Research be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Keyword Research

Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO cont... Skill: Keyword Research Owner: aaron-he-zhu Summary: Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO cont... Tags: latest:2.0.0 Version history: v2.0.0 | 2026-02-14T04:23:06.376Z | auto **Major update: Added detailed triggers, metadata, and library integration for improved discoverability and guidance.** - Expande

OpenClaw

View on ClawHub

Rank

Safety

Downloads

2.2k

Updated

Apr 15, 2026

Version

2.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2.2K downloads reported by the source. Last updated 4/15/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Apr 15, 2026
Protocol compatibility: OpenClawcompatibility · observed Apr 15, 2026
Adoption signal: 2.2K downloadsadoption · observed Apr 15, 2026
Latest release: 2.0.0release · observed Feb 14, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn73qjxwmbna25qq8q051epqt980sys5:keyword-research

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-keyword-research/snapshot"

Documentation

CLAWHUB

104,993 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: keyword-research
description: 'Use when the user asks to "find keywords", "keyword research", "what should I write about", "identify ranking opportunities", "topic ideas", "what are people searching for", "which keywords should I target", or "give me keyword ideas". Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO content strategy. For analyzing competitor keywords specifically, see competitor-analysis. For content topic gaps, see content-gap-analysis.'
license: Apache-2.0
metadata:
  author: aaron-he-zhu
  version: "2.0.0"
  geo-relevance: "medium"
  tags:
    - seo
    - geo
    - keywords
    - search intent
    - content strategy
    - topic research
    - content planning
    - search volume
    - long-tail keywords
  triggers:
    - "find keywords"
    - "keyword research"
    - "what should I write about"
    - "identify ranking opportunities"
    - "topic ideas"
    - "search volume"
    - "content opportunities"
    - "what are people searching for"
    - "which keywords should I target"
    - "give me keyword ideas"
---

# Keyword Research


> **[SEO & GEO Skills Library](https://skills.sh/aaron-he-zhu/seo-geo-claude-skills)** · 20 skills for SEO + GEO · Install all: `npx skills add aaron-he-zhu/seo-geo-claude-skills`

<details>
<summary>Browse all 20 skills</summary>

**Research** · **keyword-research** · [competitor-analysis](../competitor-analysis/) · [serp-analysis](../serp-analysis/) · [content-gap-analysis](../content-gap-analysis/)

**Build** · [seo-content-writer](../../build/seo-content-writer/) · [geo-content-optimizer](../../build/geo-content-optimizer/) · [meta-tags-optimizer](../../build/meta-tags-optimizer/) · [schema-markup-generator](../../build/schema-markup-generator/)

**Optimize** · [on-page-seo-auditor](../../optimize/on-page-seo-auditor/) · [technical-seo-checker](../../optimize/technical-seo-checker/) · [internal-linking-optimizer](../../optimize/internal-linking-optimizer/) · [content-refresher](../../optimize/content-refresher/)

**Monitor** · [rank-tracker](../../monitor/rank-tracker/) · [backlink-analyzer](../../monitor/backlink-analyzer/) · [performance-reporter](../../monitor/performance-reporter/) · [alert-manager](../../monitor/alert-manager/)

**Cross-cutting** · [content-quality-auditor](../../cross-cutting/content-quality-auditor/) · [domain-authority-auditor](../../cross-cutting/domain-authority-auditor/) · [entity-optimizer](../../cross-cutting/entity-optimizer/) · [memory-management](../../cross-cutting/memory-management/)

</details>

This skill helps you discover, analyze, and prioritize keywords for SEO and GEO content strategies. It identifies high-value opportunities based on search volume, competition, intent, and business relevance.

## When to Use This Skill

- Starting a new content strategy or campaign
- Expanding into new topics or markets
- Finding keywords for a specific prod

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "keyword-research",
  "version": "2.0.0",
  "publishedAt": 1771042986376
}

references/keyword-intent-taxonomy.md

# Keyword Intent Taxonomy

A comprehensive classification system for understanding search intent, mapping keywords to content strategies, and aligning with conversion funnels.

## Overview

Search intent (also called user intent or query intent) is the underlying goal a user has when typing a query into a search engine or AI system. Correctly classifying intent determines content format, tone, depth, and conversion strategy.

This taxonomy defines **4 primary intent types**, each with **3-4 sub-categories**, along with signal words, SERP feature correlations, and content format recommendations.

---

## Primary Intent Types

### 1. Informational Intent

The user wants to **learn something**. They are seeking knowledge, not a product.

#### Sub-categories

| Sub-category | Description | Example Queries |
|-------------|------------|----------------|
| **Educational** | Broad learning about a topic | "what is SEO", "content marketing explained", "how search engines work" |
| **Instructional** | Step-by-step guidance on completing a task | "how to set up Google Analytics", "how to write a meta description", "how to do keyword research" |
| **Exploratory** | Open-ended research to understand options | "types of SEO strategies", "content marketing trends", "link building techniques" |
| **Troubleshooting** | Diagnosing and fixing a problem | "why is my site not ranking", "Google indexing issues", "404 error fix" |

#### Signal Words and Modifiers

**Strong informational signals:**
- what, what is, what are, what does
- how, how to, how does, how do I
- why, why is, why does, why do
- when, when to, when should
- who, who is, who does
- where, where to, where can I
- guide, tutorial, learn, explain
- examples, tips, ideas, ways
- definition, meaning, difference between
- history of, basics of, introduction to
- pros and cons, advantages, disadvantages
- best practices, checklist, steps

**Weak informational signals (may overlap with commercial):**
- overview, comparison, review (can be commercial)
- list of, types of, methods

#### SERP Feature Correlation

| SERP Feature | Frequency for Informational | Notes |
|-------------|---------------------------|-------|
| Featured Snippet | Very High | Especially for "what is" and "how to" queries |
| People Also Ask | Very High | Almost always present for informational queries |
| Knowledge Panel | High | For entity-related informational queries |
| AI Overview | Very High | AI systems prioritize informational answers |
| Video Carousel | Medium-High | Especially for instructional queries |
| Image Pack | Medium | For visual/diagram-seeking queries |
| Shopping Results | Very Low | Rarely appears for pure informational |

#### Content Format Recommendations

| Sub-category | Best Formats | Target Length | Key Elements |
|-------------|-------------|--------------|-------------|
| Educational | Definitive guides, explainers, glossary entries | 1,500-3,000 words | Clear definitions, examples, visuals |
| Instru

references/topic-cluster-templates.md

# Topic Cluster Templates

Planning worksheets, architecture patterns, and measurement frameworks for building topic clusters that establish topical authority and drive organic traffic.

## Overview

A topic cluster is a group of interlinked content pieces organized around a central pillar page. The pillar covers a broad topic comprehensively, while cluster pages dive deep into specific subtopics. Internal links bind the cluster together, signaling topical authority to search engines and AI systems.

---

## Topic Cluster Planning Worksheet

### Step 1: Define the Pillar Topic

Use this template to evaluate whether a topic deserves a full cluster:

| Field | Your Input |
|-------|-----------|
| **Pillar Topic** | [Broad topic name] |
| **Pillar Keyword** | [Head keyword, typically 1-3 words] |
| **Monthly Search Volume** | [Volume] |
| **Keyword Difficulty** | [KD score] |
| **Business Relevance** | [1-5 scale: how core is this to your product/service?] |
| **Current Ranking** | [Your current position, or "Not ranking"] |
| **Competitor Coverage** | [How many competitors have pillar content on this?] |
| **Estimated Cluster Size** | [How many subtopics can you identify?] |
| **Content Assets Available** | [Existing content you can repurpose or link] |

**Pillar viability checklist:**
- [ ] At least 8-12 subtopics can be identified
- [ ] Combined cluster keyword volume exceeds 5,000/month
- [ ] Topic is directly relevant to your product or service
- [ ] You can provide unique expertise or data on this topic
- [ ] Competitors have not yet built a dominant cluster

### Step 2: Map Cluster Subtopics

| # | Subtopic | Target Keyword | Volume | KD | Intent | Content Format | Status |
|---|---------|---------------|--------|-----|--------|---------------|--------|
| 1 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 2 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 3 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 4 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 5 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 6 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 7 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |
| 8 | [Subtopic name] | [Long-tail keyword] | [Vol] | [KD] | [I/N/C/T] | [Guide/Tutorial/List/etc.] | [Idea/Draft/Published] |

### Step 3: Define Internal Linking Map

| Source Page | Links To | Anchor Text Strategy |
|------------|---------|---------------------|
| Pillar | Cluster 1, 2, 3... (all) | Descriptive, keywor

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