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keyword-research

@nowork-studio · 收录于 1 周前 · 上游提交 今天

Discover, analyze, and prioritize keywords for SEO and GEO content strategies from a seed keyword or niche. Identifies high-value opportunities based on search volume, competition, intent, and business relevance. Generates topic clusters. For building a dated editorial calendar from your own Search Console data, use `content-planner` instead — this skill is seed-driven keyword discovery, not calendar scheduling. Use when asked to "find keywords", "keyword research", "keyword analysis", "search volume", "keyword difficulty", "content ideas from a seed", or any keyword discovery task.

适合你,如果你需要为网站或内容找到有搜索量的关键词

/ 下载安装
keyword-research.skill双击,或拖进 Claude 桌面版 / Cowork,即完成安装↓ .skill↓ .zip
用别的 agent?下载 .zip 解压,把文件夹放进它的技能目录
Claude Code~/.claude/skills/(项目级 .claude/skills/)
Codex CLI~/.codex/skills/
Cursor自动读取上面两处目录
其他工具见其文档的「skills」目录;两个下载是同一份文件,只是名字不同
/ 通过 npx 安装 校验哈希
npx oh-my-skill add nowork-studio/notfair/keyword-research
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- nowork-studio/notfair/keyword-research
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify nowork-studio/notfair/keyword-research
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
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怎么用

商店整理自技能原文 · 版本 a104c61 · 表述以原文为准
它做什么

Claude 会根据你提供的种子关键词或领域,发现、分析并排序关键词,评估搜索量、竞争度和用户意图,生成主题集群和优化建议。

什么时候触发

当你要求“找关键词”、“关键词研究”、“搜索量”、“关键词难度”或任何关键词发现任务时触发。

装好后可以这样说
Claude 会生成关键词列表并分析。
Claude 会筛选低难度关键词。
Claude 会询问细节后输出报告。
技能原文 SKILL.md作者撰写 · MIT · a104c61

Keyword Research

Discovers, analyzes, and prioritizes keywords for SEO and GEO content strategies. Identifies high-value opportunities based on search volume, competition, intent, and business relevance.

When This Must Trigger

Use this when the conversation involves any of these situations — even if the user does not use SEO terminology:

Use this whenever the task needs reusable market intelligence that should influence strategy, not just an ad hoc answer.

  • Starting a new content strategy or campaign
  • Expanding into new topics or markets
  • Finding keywords for a specific product or service
  • Identifying long-tail keyword opportunities
  • Understanding search intent for your industry
  • Planning content calendars
  • Researching keywords for GEO optimization
What This Skill Does
  1. Keyword Discovery: Generates comprehensive keyword lists from seed terms
  2. Intent Classification: Categorizes keywords by user intent (informational, navigational, commercial, transactional)
  3. Difficulty Assessment: Evaluates competition level and ranking difficulty
  4. Opportunity Scoring: Prioritizes keywords by potential ROI
  5. Clustering: Groups related keywords into topic clusters
  6. GEO Relevance: Identifies keywords likely to trigger AI responses
Quick Start

Start with one of these prompts.

Basic Keyword Research
Research keywords for [topic/product/service]
Find keyword opportunities for a [industry] business targeting [audience]
With Specific Goals
Find low-competition keywords for [topic] with commercial intent
Identify question-based keywords for [topic] that AI systems might answer
Competitive Research
What keywords is [competitor URL] ranking for that I should target?
Data Sources
Note: All integrations are optional. This skill works without any API keys — users provide data manually when no tools are connected.

With ~~SEO tool + ~~search console connected: Automatically pull historical search volume data, keyword difficulty scores, SERP analysis, current rankings from ~~search console, and competitor keyword overlap. The skill will fetch seed keyword metrics, related keyword suggestions, and search trend data.

With manual data only: Ask the user to provide:

  1. Seed keywords or topic description
  2. Target audience and geographic location
  3. Business goals (traffic, leads, sales)
  4. Current domain authority (if known) or site age
  5. Any known keyword performance data or search volume estimates

Proceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data.

Instructions

When a user requests keyword research:

  1. Understand the Context

Ask clarifying questions if not provided:

  • What is your product/service/topic?
  • Who is your target audience?
  • What is your business goal? (traffic, leads, sales)
  • What is your current domain authority? (new site, established, etc.)
  • Any specific geographic targeting?
  • Preferred language?
  1. Generate Seed Keywords

Start with:

  • Core product/service terms
  • Problem-focused keywords (what issues do you solve?)
  • Solution-focused keywords (how do you help?)
  • Audience-specific terms
  • Industry terminology
  1. Expand Keyword List

For each seed keyword, generate variations:

```markdown ## Keyword Expansion Patterns

### Modifiers

  • Best [keyword]
  • Top [keyword]
  • [keyword] for [audience]
  • [keyword] near me
  • [keyword] [year]
  • How to [keyword]
  • What is [keyword]
  • [keyword] vs [alternative]
  • [keyword] examples
  • [keyword] tools

### Long-tail Variations

  • [keyword] for beginners
  • [keyword] for small business
  • Free [keyword]
  • [keyword] software/tool/service
  • [keyword] template
  • [keyword] checklist
  • [keyword] guide ```
  1. Classify Search Intent

Categorize each keyword:

| Intent | Signals | Example | Content Type | |--------|---------|---------|--------------| | Informational | what, how, why, guide, learn | "what is SEO" | Blog posts, guides | | Navigational | brand names, specific sites | "google analytics login" | Homepage, product pages | | Commercial | best, review, vs, compare | "best SEO tools [current year]" | Comparison posts, reviews | | Transactional | buy, price, discount, order | "buy SEO software" | Product pages, pricing |

  1. Assess Keyword Difficulty

Score each keyword (1-100 scale):

```markdown ### Difficulty Factors

High Difficulty (70-100)

  • Major brands ranking
  • High domain authority competitors
  • Established content (1000+ backlinks)
  • Paid ads dominating SERP

Medium Difficulty (40-69)

  • Mix of authority and niche sites
  • Some opportunities for quality content
  • Moderate backlink requirements

Low Difficulty (1-39)

  • Few authoritative competitors
  • Thin or outdated content ranking
  • Long-tail variations
  • New or emerging topics ```
  1. Calculate Opportunity Score

Formula: Opportunity = (Volume × Intent Value) / Difficulty

Intent Value assigns a numeric weight by search intent:

  • Informational = 1
  • Navigational = 1
  • Commercial = 2
  • Transactional = 3

```markdown ### Opportunity Matrix

| Scenario | Volume | Difficulty | Intent | Priority | |----------|--------|------------|--------|----------| | Quick Win | Low-Med | Low | High | ⭐⭐⭐⭐⭐ | | Growth | High | Medium | High | ⭐⭐⭐⭐ | | Long-term | High | High | High | ⭐⭐⭐ | | Research | Low | Low | Low | ⭐⭐ | ```

  1. Identify GEO Opportunities

Keywords likely to trigger AI responses:

```markdown ### GEO-Relevant Keywords

High GEO Potential

  • Question formats: "What is...", "How does...", "Why is..."
  • Definition queries: "[term] meaning", "[term] definition"
  • Comparison queries: "[A] vs [B]", "difference between..."
  • List queries: "best [category]", "top [number] [items]"
  • How-to queries: "how to [action]", "steps to [goal]"

AI Answer Indicators

  • Query is factual/definitional
  • Answer can be summarized concisely
  • Topic is well-documented online
  • Low commercial intent ```
  1. Create Topic Clusters

Group keywords into content clusters:

```markdown ## Topic Cluster: [Main Topic]

Pillar Content: [Primary keyword]

  • Search volume: [X]
  • Difficulty: [X]
  • Content type: Comprehensive guide

Cluster Content:

### Sub-topic 1: [Secondary keyword]

  • Volume: [X]
  • Difficulty: [X]
  • Links to: Pillar
  • Content type: [Blog post/Tutorial/etc.]

### Sub-topic 2: [Secondary keyword]

  • Volume: [X]
  • Difficulty: [X]
  • Links to: Pillar + Sub-topic 1
  • Content type: [Blog post/Tutorial/etc.]

[Continue for all cluster keywords...] ```

  1. Generate Output Report

Produce a report containing: Executive Summary, Top Keyword Opportunities (Quick Wins, Growth, GEO), Topic Clusters, Content Calendar, and Next Steps.

Reference: See [references/example-report.md](references/example-report.md) for the full report template and example.
Validation Checkpoints
Input Validation
  • [ ] Seed keywords or topic description clearly provided
  • [ ] Target audience and business goals specified
  • [ ] Geographic and language targeting confirmed
  • [ ] Domain authority or site maturity level established
Output Validation
  • [ ] Every recommendation cites specific data points (not generic advice)
  • [ ] Search volume and difficulty scores included for each keyword
  • [ ] Keywords grouped by intent and mapped to content types
  • [ ] Topic clusters show clear pillar-to-cluster relationships
  • [ ] Source of each data point clearly stated (~~SEO tool data, user-provided, or estimated)
Example
Reference: See [references/example-report.md](references/example-report.md) for a complete example report for "project management software for small businesses".
Advanced Usage
  • Intent Mapping: Map all keywords for [topic] by search intent and funnel stage
  • Seasonal Analysis: Identify seasonal keyword trends for [industry]
  • Competitor Gap: What keywords do [competitor 1], [competitor 2] rank for that I'm missing?
  • Local Keywords: Research local keywords for [business type] in [city/region]
Tips for Success
  1. Start with seed keywords that describe your core offering
  2. Don't ignore long-tail - they often have highest conversion rates
  3. Match content to intent - informational queries need guides, not sales pages
  4. Group into clusters for topical authority
  5. Prioritize quick wins to build momentum and credibility
  6. Include GEO keywords in your strategy for AI visibility
  7. Review quarterly - keyword dynamics change over time
Reference Materials
  • [Keyword Intent Taxonomy](references/keyword-intent-taxonomy.md) — Complete intent classification with signal words and content strategies
  • [Topic Cluster Templates](references/topic-cluster-templates.md) — Hub-and-spoke architecture templates for pillar and cluster content
  • [Keyword Prioritization Framework](references/keyword-prioritization-framework.md) — Priority scoring matrix, categories, and seasonal keyword patterns
  • [Example Report](references/example-report.md) — Complete example keyword research report for project management software
Next Best Skill
  • Primary: [content-writer](../content-writer/SKILL.md) — turn keyword opportunities into optimized content.
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