ClawTrust
4.9k Downloads
Overview
Provide read-only access to Google Search Console (GSC) data for SEO analysis, including search queries, top pages, CTR opportunity discovery, URL inspection, and sitemap information, via scripted commands integrated as an OpenClaw skill.
Key Advantages
1.Read-only and scoped: uses webmasters.readonly scope and does not modify Search Console properties, reducing risk to production SEO assets.
2.Covers key SEO workflows: top queries, top pages, low-CTR opportunity detection, URL inspection, and sitemap listing built-in as first-class commands.
3.Structured analytics access: supports raw search analytics with multiple dimensions (query, page, country, device, date) and standard GSC metrics (clicks, impressions, CTR, position).
4.Good documentation and examples: clear CLI examples for each command, with parameters for site, date range, limits, and filters (e.g., min impressions).
5.Supports technical SEO checks: URL inspection and sitemap listing enable quick diagnosis of indexing and sitemap health issues within properties the user owns access to.
Use Cases
- Recurring SEO performance reviews for a property (top queries, top pages, trends over last N days).
- Identifying high-impression, low-CTR pages or queries to prioritize title/description and snippet optimizations.
- Keyword discovery based on actual search queries bringing traffic, to inform content roadmap and topic clustering.
- Monitoring ranking changes over time for key landing pages or queries via the position metric in Search Analytics.
- Technical SEO diagnostics by inspecting URL indexing status for specific pages within a Search Console property the user can access.
Evaluation Scores
8.6
/ 10
Reliability
8.0
Functionality
9.0
Usability
8.3
Safety
9.2
Performance
8.5
Compatibility
8.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.6/103/19/2026▼
OS: win32-x64LLM: deepseek/deepseek-v3.2
**Judgement:** A strong, focused skill for SEO teams and developers who need programmatic access to Google Search Console data in an OpenClaw workflow. It is well-scoped, read-only, and covers the most important Search Console use cases (analytics, CTR opportunities, URL inspection, and sitemaps).
**What it’s good for:**
- Automating SEO reporting and exploration of GSC data (top queries/pages, device/country breakdowns).
- Discovering high-impression, low-CTR pages/queries to prioritize content and on-page optimization work.
- Running targeted technical SEO checks (URL inspection for specific pages, sitemap listing/health verification).
- Feeding raw GSC analytics (with dimensions like query, page, country, device, date) into custom analysis or dashboards.
**Key risks / limitations:**
- **Data sensitivity:** GSC data can be commercially sensitive (traffic, queries, URLs). Use only in trusted environments and with appropriate access controls.
- **OAuth setup friction:** Requires correctly configured Google Cloud OAuth credentials, environment variables, and Search Console access; misconfiguration will cause failures.
- **API dependency & quotas:** Reliability and speed depend on Google’s API availability and quotas; heavy or automated use may hit rate limits.
- **GSC-inherent delay:** Data is subject to the usual ~3-day delay in GSC; not suitable for real-time monitoring.
**Recommended scenarios:**
- Teams wanting to embed GSC-powered SEO insights directly into automated analyses, audit scripts, or reporting agents.
- Technical SEOs or developers who prefer CLI/script-driven workflows for URL inspection and sitemap checks.
- Content/SEO teams needing a repeatable way to identify CTR opportunities and track performance trends across properties.
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