An intelligent orchestration layer that automatically chains specialized GEO skills to optimize content for AI search engines.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install geo-studio
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 geo-studio 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 GEO Studio Orchestrator?
GEO Studio serves as the master command center for all Generative Engine Optimization (GEO) tasks. Powered by GEOly AI, it acts as a smart router that understands user intent and intelligently executes workflows using a suite of Openclaw Skills. Whether you need to build content from scratch, fix existing articles for better AI visibility, or perform technical site audits, this skill ensures the right tools are called in the optimal sequence.
By leveraging this orchestrator, developers and marketers don't need to manually select individual tools. Instead, they describe their high-level goals—such as ranking for specific prompts or improving brand sentiment—and the studio manages the underlying complexity of chaining research, writing, and technical optimization skills.
GEO Studio Orchestrator Use Cases
- Creating new content specifically designed to be cited by AI search engines.
- Auditing existing website pages to improve visibility in LLM-based search results.
- Developing comprehensive 90-day GEO strategies and roadmaps.
- Generating technical assets like JSON-LD schema and llms.txt files.
- Stripping AI-generated patterns from drafts using a human-voice pass.
How GEO Studio Orchestrator Works
- The user describes their goal or provides a broad request related to AI search.
- The Studio classifies the intent into one of five paths: Discover, Build, Fix, Technical, or Report.
- The orchestrator selects the appropriate sequence of Openclaw Skills based on the identified path.
- Each skill in the chain executes in a logical order, such as running research before drafting or editing after writing.
- The session concludes with a primary deliverable and a single, impactful next step for the user.
GEO Studio Orchestrator Setup
To get started with GEO Studio and its associated Openclaw Skills, ensure your agent environment is configured to access the GEOly AI suite. You can initiate the studio by calling the primary skill name.
# Standard initialization within an Openclaw environment
openclaw run geo-studio
The skill functions as a default entry point for any GEO-related query, requiring no specialized configuration beyond providing your initial objective.
GEO Studio Orchestrator Data Schema & Taxonomy
The skill organizes its operations through a structured intent-path system and generates specific deliverables based on the chosen workflow:
| Data Component | Type | Description |
|---|---|---|
| Intent Path | String | Classification (e.g., Discover, Build, Fix) |
| Skill Chain | Array | The sequence of Openclaw Skills executed during the session |
| Primary Deliverable | Object | Final content, JSON-LD schema, or technical audit report |
| Next Step | String | A single actionable recommendation provided at the end of the session |
GEO Studio Orchestrator Advanced Features
- Automated intent recognition to bypass manual skill selection for complex SEO tasks.
- Non-negotiable chaining rules that ensure a human-editor pass is always the final step for any content output.
- Context-aware logic that skips redundant research steps if the user provides a specific topic.
- Support for multi-agent workflows including competitor scanning and sentiment optimization for brand-specific pages.
- Real-time status updates as the orchestrator moves through different Openclaw Skills.
SKILL.md
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