GEO SEO Claude MCP — ユースケース, インストール & ライブデモ

なぜ使うのか

主な機能

Citability score per page (what LLMs look for to cite)
AI crawler analysis — which bots found your content and when
Schema markup suggestions
Per-engine optimization (Perplexity vs ChatGPT Search vs Gemini)
PDF reports for client-facing work

ライブデモ

実際の動作

準備完了

インストール

クライアントを選択

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "geo-seo-claude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/zubair-trabzada/geo-seo-claude",
        "~/.claude/skills/geo-seo-claude"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop → Settings → Developer → Edit Config を開く。保存後、アプリを再起動。

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "geo-seo-claude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/zubair-trabzada/geo-seo-claude",
        "~/.claude/skills/geo-seo-claude"
      ],
      "_inferred": true
    }
  }
}

Cursor は Claude Desktop と同じ mcpServers スキーマを使用。プロジェクト設定はグローバルより優先。

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "geo-seo-claude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/zubair-trabzada/geo-seo-claude",
        "~/.claude/skills/geo-seo-claude"
      ],
      "_inferred": true
    }
  }
}

Cline サイドバーの MCP Servers アイコンをクリックし、"Edit Configuration" を選択。

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "geo-seo-claude-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/zubair-trabzada/geo-seo-claude",
        "~/.claude/skills/geo-seo-claude"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop と同じ形式。Windsurf を再起動して反映。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "geo-seo-claude-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/zubair-trabzada/geo-seo-claude",
        "~/.claude/skills/geo-seo-claude"
      ]
    }
  ]
}

Continue はマップではなくサーバーオブジェクトの配列を使用。

~/.config/zed/settings.json

{
  "context_servers": {
    "geo-seo-claude-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/zubair-trabzada/geo-seo-claude",
          "~/.claude/skills/geo-seo-claude"
        ]
      }
    }
  }
}

context_servers に追加。保存時に Zed がホットリロード。

claude mcp add geo-seo-claude-skill -- git clone https://github.com/zubair-trabzada/geo-seo-claude ~/.claude/skills/geo-seo-claude

ワンライナー。claude mcp list で確認、claude mcp remove で削除。

ユースケース

実用的な使い方： GEO SEO Claude

GEO-audit a site: how do AI engines see you?

👤 SEO consultants, content marketers ⏱ ~90 min intermediate

使うタイミング： Your SEO is fine but ChatGPT keeps citing competitors when people ask about your space.

前提条件

Skill installed — git clone https://github.com/zubair-trabzada/geo-seo-claude ~/.claude/skills/geo-seo

フロー

Crawl

Use geo-seo. Audit mysite.com — top 20 pages. Check schema, entity clarity, citability score per page.✓ コピーしました

→ Per-page scorecard with concrete weaknesses
Compare competitors

Pick 3 pages where competitor X is cited instead of me. What are they doing on those pages that I'm not?✓ コピーしました

→ Side-by-side comparison with actionable deltas
Fix list

Generate a prioritized fix list — what to change on my top 10 pages, in order of expected impact.✓ コピーしました

→ Prioritized list with effort/impact estimates

結果： A GEO action plan your content team can execute over a sprint.

注意点

Confusing GEO wins for traditional SEO metrics — GEO impact shows up as citations in AI answers, not SERP rank — measure accordingly

組み合わせ： filesystem

Rewrite page schema + copy for better AI citability

👤 Marketers with ownership of specific landing pages ⏱ ~45 min intermediate

使うタイミング： You have a page ranking well on Google but invisible to ChatGPT Search.

フロー

Analyze

Use geo-seo on mysite.com/product/x. What's missing for AI citability?✓ コピーしました

→ Diagnosis with specific schema/content gaps
Revise

Rewrite the page: better schema.org markup, clearer entity attributes, Q&A blocks that match how people ask AI questions.✓ コピーしました

→ Before/after diff focused on citability
Ship + monitor

Deploy. Set up monitoring — when Perplexity/GPT Search next crawls, note the citation outcome.✓ コピーしました

→ Monitoring plan with specific bot UA patterns

結果： A page more likely to be cited by AI engines.

注意点

Over-optimizing for schema makes page bad for humans — Balance — schema as addition, not replacement

組み合わせ

他のMCPと組み合わせて10倍の力を

geo-seo-claude-skill + filesystem

Save audits alongside the site source

Save the GEO audit report next to the page's content file.✓ コピーしました

geo-seo-claude-skill + firecrawl

Crawl the site first to have content to audit

Firecrawl the site; geo-seo analyzes the result.✓ コピーしました

ツール

このMCPが提供する機能

ツール	入力	呼び出すタイミング
citability_score	url	Per-page diagnosis
crawler_log_analyze	log_path	Know which AI bots hit your site
schema_suggest	page_html	Schema upgrades
competitor_compare	my_url, their_url, query	Understand why they're cited and you aren't

コストと制限

運用コスト

APIクォータ: N/A (local)
呼び出しあたりのトークン: Page audits can be heavy — scope to top pages
金額: Free (MIT)
ヒント: Start with 10 highest-traffic pages, not the whole site

セキュリティ

権限、シークレット、影響範囲

最小スコープ： filesystem-read

認証情報の保管： None

データ送信先： Crawler logs and page HTML in your LLM context

トラブルシューティング

よくあるエラーと対処法

Score feels arbitrary

Ask for the factor breakdown — the score is the sum of interpretable factors

Competitor's citability looks identical, but they're cited

Brand authority matters too — the skill acknowledges this and suggests off-page work

Doesn't crawl JS-rendered pages

Combine with firecrawl or dev-browser for SPAs

代替案

GEO SEO Claude 他との比較

代替案	代わりに使う場面	トレードオフ
claude-seo	You want a broader SEO skill bundle	Less GEO-specific
Traditional SEO tools (Ahrefs, Semrush)	You still need keyword research and backlinks	Weak or absent GEO features

その他

リソース

📖 GitHub の公式 README を読む

🐙 オープンな issue を見る

🔍 400以上のMCPサーバーとSkillsを見る