A comprehensive auditing tool that deconstructs any website into its core functional modules, information architecture, and underlying technology stack.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install website-structure-analyzer
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 website-structure-analyzer 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 Website Structure Analyzer?
Website Structure Analyzer is a sophisticated tool within the Openclaw Skills ecosystem designed for deep competitive analysis and technical due diligence. It systematically crawls target URLs to extract navigation hierarchies, interaction patterns, and business logic frameworks, providing developers and product managers with a clear blueprint of existing digital products.
By leveraging advanced extraction techniques, this skill identifies critical page types—such as pricing, product services, and user portals—while deducing the technical stack and business model. It serves as an essential bridge between raw web data and actionable architectural insights, making it a cornerstone for those utilizing Openclaw Skills for market research.
Website Structure Analyzer Use Cases
- Conducting competitive analysis to understand a rival's feature set and user flow.
- Performing technical due diligence to estimate the development cost and tech stack of a target site.
- Auditing information architecture to map out complex navigation systems and page hierarchies.
- Identifying business models by analyzing pricing structures and transactional systems.
How Website Structure Analyzer Works
- Data Collection: The skill uses specialized tools like extract_content_from_websites and integrated browsers to capture page content and screenshots.
- Page Discovery: It prioritizes key pages including the homepage, about us, product listings, pricing, and footer navigation.
- Content Extraction: It parses navigation menus, form types, interactive elements, and metadata to identify the site's skeleton.
- Module Identification: The system classifies features into categories like Navigation, User Systems, Content Display, and Transaction Systems.
- Report Generation: A structured Markdown report is compiled, detailing the information architecture and technical inferences.
- Storage: All findings and supporting screenshots are saved directly to the local workspace for future reference.
Website Structure Analyzer Setup
To integrate this skill into your workflow, ensure your environment has the necessary browsing dependencies. You can then trigger the analysis using Openclaw Skills commands:
# Standard analysis command
openclaw run website-structure-analyzer --url "https://example.com"
Website Structure Analyzer Data Schema & Taxonomy
The analysis results are organized into a structured directory within the workspace to ensure data persistence and clarity.
| File Type | Path / Format | Description |
|---|---|---|
| Analysis Report | /workspace/analysis/[domain]_[date].md |
The full structured Markdown report. |
| Visual Evidence | /workspace/analysis/screenshots/ |
PNG/JPG captures of the site interface. |
| Tech Stack Meta | Included in Markdown | Inferred CMS, frontend frameworks, and third-party scripts. |
Website Structure Analyzer Advanced Features
- Single Page Application (SPA) Support: Capable of identifying dynamic content rendered via JavaScript.
- Tech Stack Inference: Detects frameworks, CMS platforms, and e-commerce engines through meta-generators and cookie patterns.
- Automated Business Model Recognition: Distinguishes between B2B, B2C, SaaS, and content-paywall structures.
- Deep Footer & Robots.txt Parsing: Extracts hidden site structure preferences and third-party service integrations.
SKILL.md
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