Use Cases
- Automate the analysis of survey responses for actionable insights.
- Generate sentiment analysis reports from participant feedback.
- Identify trends and patterns in customer responses.
- Streamline data management by exporting insights directly to Google Sheets.
How It Works
Import survey responses from Google Sheets. Convert responses into structured question-answer pairs. Vectorize responses using Qdrant for clustering. Apply K-means clustering to identify groups of similar answers. Generate insights and sentiment summaries using OpenAI. Export the final insights back to Google Sheets.
Setup Steps
- 1Import the workflow template into n8n.
- 2Connect your Google Sheets account to retrieve survey data.
- 3Set up OpenAI and Qdrant credentials for AI processing.
- 4Configure the workflow parameters as needed.
- 5Run the workflow to analyze survey responses and generate insights.
Apps Used
Google Sheets
OpenAI
Qdrant
Categories
Target Roles
Tags
#sentiment analysis
#ai content generation
#process automation