360 Secure SkillHub
360 安全技能中心

SEO/GEO Page-Level Keyword Optimizer

核心功能含Ahrefs关键词情报挖掘、内容差距分析、页面关键词映射,及适配AI搜索的GEO优化(如CITE框架、FAQ Schema),还支持排名监控告警。适用于需提升搜索可见性的网页优化场景,输入需目标页URL、竞品URL、主关键词及Ahrefs API密钥,输出分层关键词矩阵与优化方案。

antimoron
antimoron
热度 21.91
最近更新 2026-05-24 21:14:12
分类:营销依赖:MCP 服务 / 内部调用大模型应用场景:市场分析 / 报告撰写 / 数据处理 / 工作流

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add keyword-optimize
Metadata
name
keyword-optimize
description
Page-level keyword optimization using Ahrefs MCP data and GEO principles. Targets both traditional search (Google) and AI-powered search (ChatGPT, Perplexity, AI Overviews, Gemini, Claude). Invoke when optimizing any web page for search visibility.
version
1.0.0
emoji
🔑
homepage
https://github.com/antimoron/keyword-optimize
license
MIT
metadata
{"openclaw":{"requires":{"env":[{"name":"AHREFS_API_KEY","description":"Ahrefs API key (Lite plan or higher)","required":true}]}}}

SEO/GEO Page-Level Keyword Optimization Skill

Overview

This skill drives page-level keyword optimization by combining Ahrefs MCP data with GEO (Generative Engine Optimization) principles. It targets both traditional search engines and AI-powered search (ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini).


Inputs Required

Input Source Notes
Target page URL User The specific page to optimize
Competitor URLs (3–5) User or Ahrefs Same search intent as target page
Primary keyword User or derived Main topic the page should rank for
Ahrefs MCP credentials Environment API key or MCP session

Workflow

Phase 1 — Keyword Intelligence (Ahrefs MCP)

1. keywords_explorer(seed=primary_keyword)
   → Extract: volume, KD, CPC, related_terms, questions, parent_topic

2. site_explorer(url=competitor_url, mode="organic_keywords", limit=50)
   → Repeat for each competitor
   → Collect all keywords competitors rank for on this topic

3. content_gap(target=our_url, competitors=[url1, url2, ...], mode="page")
   → Output: keywords competitors rank for that our page does NOT cover
   → Filter by: volume > 100, KD < 60

Deliverable: A keyword matrix with three tiers:

Tier Type Placement
Primary Exact match, highest volume Title, H1, meta desc, first 100 words
Secondary Semantic cluster, related terms H2/H3 headers, body paragraphs
Gap keywords Missing vs. competitors New sections, FAQ, supporting content

Phase 2 — On-Page Keyword Mapping

Map keywords to page structure following this hierarchy:

<title>          Primary keyword (≤60 chars)
<meta desc>      Primary + secondary keyword + CTA (≤155 chars)
<h1>             Primary keyword variant (natural language)
<h2> × N         One secondary keyword per sub-topic
First 100 words  Primary + 1 secondary keyword (natural, not forced)
Body             LSI / gap keywords distributed at ~1 per 200 words
<img alt>        Descriptive keyword-inclusive alt text
Internal links   Anchor text = target keyword of linked page

Rules:

  • No keyword stuffing. Density is not a metric. Relevance and coverage are.
  • Each H2 owns exactly one keyword intent. Do not blend intents in a single section.
  • Internal link anchors must use the exact target keyword of the destination page.

Phase 3 — GEO Layer (AI Search Citability)

This phase targets AI engines (ChatGPT, Perplexity, Gemini, AI Overviews).

CITE Framework (one application per major section):

C — Claim     : State the answer directly in the first sentence.
I — Insight   : Add a non-obvious detail or mechanism.
T — Trust     : Cite a source, statistic, or expert reference.
E — Evidence  : Back it up with data, example, or case.

Structural requirements:

  1. Opening definition block: First 50 words must answer the primary keyword query in one authoritative sentence. This is what AI engines extract and cite.

  2. FAQ Schema: Convert Ahrefs question-type keywords into FAQ markup.

    {
      "@type": "FAQPage",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "[keyword question from Ahrefs]",
          "acceptedAnswer": { "@type": "Answer", "text": "[CITE-structured answer]" }
        }
      ]
    }
    
  3. Table / List structures: AI engines prefer extractable formats. Where the content allows, convert prose into a table or bulleted list with a clear header.

  4. Factual density: Include at least 3 verifiable facts (statistics, dates, named entities) per 500 words. Vague content is not cited.


Phase 4 — Monitoring (Ahrefs API)

# Weekly page health check
results = ahrefs_api.get_organic_keywords(url=target_page, limit=100)

for kw in results:
    if kw["position"] > 10 and kw["volume"] > 200:
        trigger_reoptimize_alert(kw)

# Monthly content gap re-run
ahrefs_api.content_gap(target=our_url, competitors=competitor_list)
→ Flag any new gap keywords with volume > 300

Alert thresholds:

  • Primary keyword drops below position 10 → immediate review
  • Click share drops >20% month-over-month → full content audit
  • New gap keyword with volume >500 appears → add FAQ or new section within 2 weeks

Priority Order

Priority Action Expected Impact
P0 Content gap analysis (page vs. competitors) Highest ROI — covers missing intent fast
P0 FAQ Schema from question keywords GEO citability + featured snippet eligibility
P1 Title / H1 / H2 keyword remapping Ranking signal alignment
P1 Opening 50-word authoritative answer block AI Overview / LLM citation rate
P2 Internal link anchor text optimization Distributes PageRank to target keywords
P2 Alt text keyword coverage Image search + accessibility
P3 API-driven ranking monitor + alerts Catch regressions early

Reference Projects

Project Stars Use
AgriciDaniel/claude-seo ~7k 25 sub-skills + 18 sub-agents, GEO/AEO, schema, semantic clustering
serpapi/awesome-seo-tools ~863 Tool discovery: keyword research, rank tracking, GEO trackers
teles/awesome-seo ~600+ Reference links for keyword research fundamentals
amplifying-ai/awesome-generative-engine-optimization ~300+ GEO methodology, AI citability patterns
aaron-he-zhu/seo-geo-claude-skills ~51 CORE-EEAT + CITE frameworks, rank tracking skills

Ahrefs MCP Endpoints Used

Endpoint Phase Purpose
keywords_explorer 1 Volume, KD, related terms, questions
site_explorer 1 Competitor organic keyword lists
content_gap 1, 4 Missing keyword identification
get_organic_keywords 4 Page ranking health monitoring
rank_tracker 4 Position trend over time