Survey Response Insights Generator
Automates detailed insights generation from Google Sheets survey data by vectorizing responses with OpenAI embeddings, clustering with K-means in Qdrant vector store, and summarizing groups via GPT-4. Outputs enriched insights sheet with sentiment analysis.
Apps in this workflow
How it works
- Sub-workflow Trigger1
- Manual Trigger2
- HTTP Request3
- Google Sheets4
- Edit Fields5
- Split Out6
- Qdrant Vector Store7
- Run Sub-workflow8
- Loop Over Items9
- Code10
- If11
- Filter12
- +55 more step types
The building blocks this workflow uses, in the order data flows through them.
What you'll need
- An n8n instance (self-hosted or n8n Cloud).
- A Google Sheets account, connected in n8n as a credential.
- A Qdrant account, connected in n8n as a credential.
- An API key for OpenAI in n8n: the workflow calls the model each time it runs.
Gydmation shows step-by-step credential setup for each app, so your keys go straight into n8n and never to Gydmation.
Make it yours in plain English
Open the template in Gydmation and describe the change. It edits the workflow, checks it against real n8n node schemas, and deploys it to your n8n. For example:
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