AI Agent Skill: Transform Data into Client-Ready Reports

AI Agent Skill: Transform Data into Client-Ready Reports

This AI agent skill for Codex is designed to convert raw performance data from Google Search Console (GSC) and Google Analytics 4 (GA4) into structured, client-ready reports. These reports incorporate an executive summary, metrics breakdown, trend analysis, and actionable recommendations.

What this skill does

• Collects and processes current and prior period GSC data, including clicks, impressions, click-through rates, and average position metrics, with options to include GA4 data such as sessions, users, and conversions.
• Calculates period-over-period changes for all key metrics.
• Identifies trends including top-level changes, pages and queries influencing these changes, and technical issues such as indexing drops or coverage changes.
• Categorizes changes into expected, actionable, or those requiring monitoring.
• Generates a professional narrative report with a recommendations section, prioritizing actions.

Who it is for

This skill benefits developers and teams who employ AI coding agents like Claude Code, Cursor, and Codex to automate the generation of performance reports for SEO purposes. Ideal for technical SEO specialists and digital marketing analysts seeking structured reporting processes.

Use cases

• Providing SEO performance updates to clients on a weekly or monthly basis.
• Monitoring changes in website traffic and user behavior using historical data comparisons.
• Identifying actionable insights and recommending prioritized actions for performance improvements.

Technical details

• Integrates with Google Search Console and Google Analytics 4 for data collection.
• Compatible with Codex, supporting workflow automation in SEO report generation.
• Works with both live data inputs and pasted exports, allowing flexibility in data sources.

Source & Licence

This package is built on open-source work published by marketingskills (marketingskills/seo) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.