A sophisticated AI pipeline that converts a single keyword into a complete SEO, AEO, and GEO-optimized content package through a structured 5-step workflow.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install seo-geo-content-engine
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install seo-geo-content-engine using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Programmatic SEO Writer?
The Programmatic SEO Writer is a professional-grade content production engine designed for modern search environments. By leveraging the power of Openclaw Skills, it executes a rigorous pipeline that moves from keyword validation to deep SERP analysis and high-density writing. Unlike generic generators, this skill focuses on CORE-EEAT standards, ensuring that every article is both human-readable and optimized for citation by generative AI engines like ChatGPT, Perplexity, and Google AI Overviews.
This tool is essential for teams looking to integrate Openclaw Skills into their digital marketing stack. It doesn't just write text; it reverse-engineers search intent and identifies content gaps to produce authoritative assets. The output is structured into four distinct blocks, providing everything from JSON-LD FAQ schema to GEO-optimized data sentences, making it a comprehensive solution for programmatic content at scale.
Programmatic SEO Writer Use Cases
- Automating the creation of search-ready blog posts for SaaS and B2B companies.
- Generating comparison guides and product reviews that target specific commercial keywords.
- Developing a library of AI-ready content designed to improve visibility in generative engine responses.
- Managing high-volume keyword backlogs via integrated Google Sheets tracking.
How Programmatic SEO Writer Works
- Performs a keyword backlog check using Google Sheets to ensure no duplicate content is created within the Openclaw Skills environment.
- Executes a multi-dimensional keyword expansion to build a matrix of core, question-based, and long-tail variants.
- Conducts live SERP deep analysis to extract competitor structures and identify differentiation gaps.
- Selects the optimal framework (List, Tutorial, Review, or Comparison) and generates a 1500-2000 word article.
- Packages the final results into four publication-ready blocks, including metadata, Markdown content, FAQ schema, and GEO-optimized versions.
Programmatic SEO Writer Setup
To get started with this component of your Openclaw Skills library, configure your environment variables to allow for live data retrieval and tracking.
# Set your API keys for SERP analysis and tracking
export SERPAPI_API_KEY="your_api_key"
export GOOGLE_SHEETS_TRACKER_URL="your_spreadsheet_url"
Ensure python3 is available in your environment for any necessary local script execution.
Programmatic SEO Writer Data Schema & Taxonomy
The skill produces a structured data package divided into four distinct blocks for seamless publication.
| Block | Name | Description |
|---|---|---|
| Block 1 | SEO Metadata | Includes SEO titles, meta descriptions, and suggested URL slugs. |
| Block 2 | Full Article | The complete Markdown article with integrated data points and citations. |
| Block 3 | FAQ + Schema | Sourced People Also Ask (PAA) questions with valid JSON-LD schema code. |
| Block 4 | GEO Version | AI-citable definitions and standalone data sentences for generative engines. |
Programmatic SEO Writer Advanced Features
- Intelligent Framework Auto-Selection based on dominant search patterns in real-time SERP data.
- Advanced GEO-Optimization designed to maximize the probability of being cited by AI search engines.
- Automated Content Gap Analysis to ensure articles cover topics competitors have missed.
- Dual-mode operation allowing for either Full Auto execution or a Guided Mode for specific user input.
- Seamless integration with the broader Openclaw Skills ecosystem for automated content lifecycle management.
SKILL.md
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