Automate Google Analytics Report Delivery via Email
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This n8n workflow leverages the power of webhooks and LangChain to automate the generation and delivery of Google Analytics reports via email. It processes incoming GA data, stores it in a vector database, and uses a RAG agent to generate a concise report.
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About This Workflow
Overview
This workflow is designed to automate the process of generating and distributing Google Analytics (GA) reports. It utilizes a webhook trigger to receive GA data, a Text Splitter and Embeddings node to process and vectorize this data, and a Pinecone vector store to index and query it. A RAG Agent, powered by an OpenAI Chat Model and Window Memory, then uses this vectorized data to generate a summary report. Finally, the processed output is appended to a Google Sheet for logging, with a Slack alert in place for error handling.
This workflow is particularly useful for teams that need regular, automated GA reports without manual intervention, ensuring consistent data insights and reporting.
Key Features
- Webhook Trigger: Enables receiving GA data from external sources automatically.
- LangChain Integration: Utilizes Text Splitter, Embeddings, Vector Stores (Pinecone), Chat Models, and RAG Agents for intelligent data processing and report generation.
- Vector Database: Stores and retrieves GA data efficiently using Pinecone for context-aware report creation.
- Automated Logging: Appends report status and details to a Google Sheet for easy tracking and historical analysis.
- Error Alerting: Notifies relevant channels via Slack in case of workflow failures.
How To Use
- Configure the 'Webhook Trigger' node with your desired path (e.g.,
ga-report-email). - Set up your OpenAI API credentials for the 'Embeddings' and 'Chat Model' nodes.
- Configure your Pinecone index and API credentials for the 'Pinecone Insert' and 'Pinecone Query' nodes. Ensure your index name matches the
pineconeIndexparameter. - Set up your Google Sheets credentials and specify the
SHEET_IDandLogsheet name for the 'Append Sheet' node. - Configure your Slack API credentials for the 'Slack Alert' node.
- Ensure the 'RAG Agent' system message and prompt are tailored to your specific reporting needs.
- Test the workflow by sending data to the webhook URL.
Apps Used
Workflow JSON
{
"id": "89e43cab-0499-4e66-a09e-14aac49dc195",
"name": "Automate Google Analytics Report Delivery via Email",
"nodes": 0,
"category": "Misc",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 89e43cab-0499...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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