An expert skill for analyzing Google Search Console data to optimize search visibility, fix indexing issues, and leverage performance metrics.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install google-search-console-analytics
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 google-search-console-analytics 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 Google Search Console Analysis Skill?
This skill provides a comprehensive framework for interacting with Google Search Console data to improve website rankings and technical health. It guides users through interpreting performance metrics like clicks and impressions, managing index coverage, and utilizing the GSC API for programmatic data extraction. By using Openclaw Skills like this one, developers and marketers can identify low-CTR opportunities and correlate search traffic shifts with specific site deployments. It essentially acts as an expert consultant for navigating the complexities of the Search Console interface and its underlying data structures.
Google Search Console Analysis Skill Use Cases
- Identifying pages with high impressions but low CTR for metadata optimization.
- Troubleshooting why specific high-value pages are not indexed or are being excluded.
- Monitoring Core Web Vitals to ensure mobile-first performance standards are met.
- Automating data exports via the searchanalytics.query API for custom reporting.
- Auditing XML sitemaps to ensure fresh content discovery by Googlebot.
How Google Search Console Analysis Skill Works
- Access the Performance report to analyze trends in clicks, impressions, and average position.
- Filter data by query, page, or device to isolate specific performance variables.
- Check the Indexing report to identify coverage errors or intentional exclusions like noindex tags.
- Validate technical health via Core Web Vitals and Enhancement reports for rich result eligibility.
- Correlate data shifts with release dates or CMS changes to determine the root cause of traffic fluctuations.
Google Search Console Analysis Skill Setup
To get started with this skill, ensure your Google Search Console property is verified and your environment has access to the GSC API if programmatic analysis is required. For CLI-based interactions or custom scripts, you may need to install the following dependencies:
npm install googleapis
Ensure you have configured a Service Account in the Google Cloud Console with the Search Console API enabled and granted the necessary permissions to your property.
Google Search Console Analysis Skill Data Schema & Taxonomy
The skill organizes data according to Google Search Console's native dimensions and metrics. Key data structures include:
| Component | Description |
|---|---|
| Performance Metrics | Clicks, Impressions, CTR, and Average Position. |
| Dimensions | Date, Query, Page, Country, Device, and Search Appearance. |
| Index Status | Valid (Indexed), Valid with Warning, Error, and Excluded. |
| Enhancement Types | Breadcrumbs, FAQ, Product Snippets, and Video Object schema. |
Google Search Console Analysis Skill Advanced Features
- Regex-based filtering to estimate visibility in AI Overviews and zero-click searches.
- Benchmarking actual CTR against expected position baselines to identify optimization gaps.
- Detailed pagination logic for the GSC API to bypass the 25,000-row response limit.
- Automated monthly audit checklists for consistent site monitoring and reporting.
- Integration with backlink analysis and disavow workflows for manual action recovery.
SKILL.md
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