Intelligent Survey Analysis with AI-Powered Insights
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Unlock deep insights from your survey data with this automated workflow. It leverages AI to process responses, identify key themes, and extract meaningful answers to your questions.
About This Workflow
This powerful n8n workflow transforms raw survey data into actionable intelligence. It begins by fetching responses from Google Sheets, converting them into question-answer pairs, and then using OpenAI's advanced embeddings to create rich data representations. The workflow intelligently splits text for better analysis and queries a vector database to retrieve relevant answers. Finally, it consolidates and presents the extracted information, enabling you to understand customer sentiment, identify trends, and make data-driven decisions with unparalleled efficiency.
Key Features
- Automated Data Ingestion: Seamlessly pulls survey data from Google Sheets.
- AI-Powered Question & Answer Extraction: Utilizes OpenAI embeddings for nuanced understanding.
- Intelligent Text Splitting: Optimizes long responses for detailed analysis.
- Vector Database Integration: Efficiently retrieves relevant data points.
- Customizable Metadata Tagging: Enriches data with participant and survey context.
How To Use
- Connect Data Source: Configure the 'Get Survey Results' node with your Google Sheet credentials and the specific spreadsheet/sheet containing your survey data.
- Define Survey Structure: Ensure your survey data is structured so that columns represent questions and rows represent responses, with a 'Participant' column available.
- Configure AI Services: Set up your OpenAI API credentials for the 'Embeddings OpenAI' node and your Qdrant API credentials for the 'Find All Answers' and 'Get Payload of Points' nodes.
- Set Collection Name: In the 'Set Variables' node, define the
collectionNamethat corresponds to your Qdrant collection where embeddings will be stored or retrieved from. - Map Metadata: Adjust the 'Default Data Loader' node to correctly map survey metadata (e.g.,
question,participant,survey) to your desired fields. - Execute and Analyze: Run the workflow to process your survey data and retrieve AI-driven insights.
Apps Used
Workflow JSON
{
"id": "216eab76-f976-4216-83e2-1fd081ff009f",
"name": "Intelligent Survey Analysis with AI-Powered Insights",
"nodes": 12,
"category": "Marketing",
"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: 216eab76-f976...
About the Author
Free n8n Workflows Official
System Admin
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