Automate n8n Leaderboard Reporting: AI Insights & Creator Recognition
Generate comprehensive AI-powered n8n community reports and top workflow lists daily, saving hours of manual data collection and analysis.
Manually tracking n8n community leaderboards and compiling reports is time-consuming and prone to errors. This AI-powered workflow automates data aggregation, generates comprehensive reports on top creators and workflows, and distributes them effortlessly.

Documentation
AI-Powered n8n Leaderboard Reporting
Manually compiling detailed reports on n8n creators and their most impactful workflows is a labor-intensive process that can hinder community engagement and recognition efforts. This advanced workflow automates the entire reporting pipeline, leveraging AI to generate insightful analyses and identify top contributors, saving significant time and resources.
Key Benefits
- Automated Data Aggregation: Automatically fetches up-to-date n8n creator and workflow statistics from a GitHub repository.
- AI-Driven Report Generation: Utilizes OpenAI and Google Gemini LLMs to create comprehensive, structured Markdown reports with detailed summaries, workflow tables, and community analysis.
- Top Contributor & Workflow Identification: Ranks and highlights the top 10 creators and top 50 workflows based on weekly insertions and visitors.
- Multi-Channel Distribution: Automatically shares reports via email, Google Drive, and Telegram for broad accessibility to stakeholders.
- Configurable Scheduling: Runs on a daily schedule to ensure timely and consistent reporting, providing always-up-to-date insights.
- Extensible as an AI Tool: Can be called by other n8n workflows as an AI tool to retrieve specific creator statistics on demand.
How It Works
This workflow is designed to run automatically on a daily schedule, or it can be triggered manually or via an external call. It begins by fetching raw n8n creator and workflow statistics from a GitHub repository, parsing and transforming this data into a structured format. The data is then sorted to identify top performers, specifically the top 10 creators and top 50 workflows based on weekly engagement metrics. An AI agent, powered by OpenAI GPT-4o-mini and Google Gemini, processes this curated data to generate a comprehensive Markdown report, adhering to detailed prompt instructions. This report provides a thorough summary, a formatted table of workflows, and a community analysis. Finally, the generated report is converted to HTML for broader compatibility and distributed via email (Gmail), uploaded to Google Drive, and a list of the top 10 workflows is sent to Telegram, ensuring timely insights reach the relevant audience.