Automate Your Survey Insights with AI-Powered Analysis
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Unlock deeper insights from your survey data by automating analysis with AI. This workflow transforms raw survey responses into actionable, AI-analyzed insights, saving you valuable time and effort.
About This Workflow
This n8n workflow is designed to revolutionize how you extract and analyze information from your surveys. It seamlessly integrates with Google Sheets to pull your survey data, then leverages OpenAI's powerful language models to understand and categorize responses. The workflow intelligently identifies key questions, converts answers into AI-ready formats, and even retrieves relevant data points from a Qdrant vector database. The result is a highly efficient system for turning qualitative survey feedback into structured, AI-interpretable data, perfect for advanced analytics and decision-making.
Key Features
- Automated Data Ingestion: Connects directly to Google Sheets to pull survey responses.
- AI-Powered Question Identification: Automatically detects and extracts questions from survey headers.
- Intelligent Data Structuring: Transforms raw answers into question-answer pairs suitable for AI processing.
- Vector Database Integration: Leverages Qdrant to efficiently query and retrieve relevant answer embeddings.
- Scalable AI Analysis: Utilizes OpenAI embeddings for robust natural language understanding.
How To Use
- Connect Google Sheets: Configure the 'Get Survey Results' node with your Google Sheets credentials and specify the spreadsheet and sheet containing your survey data.
- Identify Survey Headers: Ensure the 'Get Survey Headers' node is correctly set up to read the first two rows of your sheet to extract question headers.
- Configure OpenAI Embeddings: Set up your OpenAI credentials and choose the appropriate model ('text-embedding-3-small' is a good starting point) in the 'Embeddings OpenAI' node.
- Define Data Structure: The 'Convert to Question Answer Pairs' node automatically structures your data. Review the 'assignments' to ensure it matches your expected output.
- Integrate Qdrant (Optional but Recommended): If you are using Qdrant for vector storage, configure the 'Find All Answers' and 'Get Payload of Points' nodes with your Qdrant API credentials and collection details.
- Trigger Workflow: Initiate the workflow to begin processing your survey data.
Apps Used
Workflow JSON
{
"id": "812055d2-3b20-430f-93ba-f1afe5be23e2",
"name": "Automate Your Survey Insights with AI-Powered Analysis",
"nodes": 27,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 812055d2-3b20...
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