ClawTrust
3.2k Downloads
Overview
Query Google Analytics 4 (GA4) properties via the Google Analytics Data API to retrieve web/app analytics (page views, sessions, users, traffic sources, conversions, etc.) using configurable metrics, dimensions, filters, and date ranges.
Key Advantages
1.Direct integration with the official GA4 Analytics Data API for accurate, up-to-date analytics.
2.Read-only design that cannot modify GA4 properties, reducing risk of accidental data changes.
3.Flexible query parameters for metrics, dimensions, date ranges, and filters, suitable for many reporting needs.
4.Multiple output formats (table, JSON, CSV) enabling both human-readable reports and programmatic consumption.
5.Environment-variable based credential configuration, keeping OAuth secrets out of code and arguments.
Use Cases
- Pull top pages by views, sessions, and users to understand content performance.
- Analyze traffic sources (source/medium/campaign) for marketing attribution and campaign optimization.
- Generate periodic analytics reports (e.g., weekly/monthly) in CSV or JSON for BI pipelines or dashboards.
- Investigate landing page performance and bounce-related metrics to inform UX or SEO changes.
- Filter analytics by path segments (e.g., blog, product pages) for segment-specific analysis.
Evaluation Scores
8.1
/ 10
Reliability
7.8
Functionality
8.0
Usability
7.5
Safety
8.7
Performance
8.5
Compatibility
8.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
8.1/103/19/2026▼
OS: win32-x64LLM: google/gemini-2.5-flash
**Judgement:** Solid GA4 data-access skill for analytics and reporting use cases, assuming you already have (or can set up) Google Cloud OAuth credentials. It offers flexible read-only querying of GA4 metrics/dimensions and multiple output formats.
**Risks & Limitations:**
- Requires correct Google Cloud and OAuth setup (client ID/secret and refresh token), which can be non-trivial for less technical users.
- Relies entirely on the external GA4 Analytics Data API and network stability; outages or permission issues will cause failures.
- Read-only by design, so it cannot manage or configure GA4 properties or events—only query existing data.
**Recommended Scenarios:**
- You need programmatic access to GA4 data (top pages, traffic sources, user metrics, conversions) for reporting or analysis.
- You want to export GA4 data to other tools or pipelines via JSON/CSV.
- You need ad-hoc analytics queries with custom date ranges, filters (e.g., specific paths), and dimensions without logging into the GA4 UI.
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