Extract and Analyze Customer Reviews from Trustpilot to Qdrant

• Automate the collection of customer reviews from Trustpilot.
• Analyze customer sentiment and feedback trends.
• Generate actionable insights for business improvement.
• Store and manage customer feedback in a vector database.
• Export summarized insights to Google Sheets for reporting.

Trigger the workflow to start data extraction from Trustpilot. Scrape reviews and relevant metadata using HTTP requests. Process the extracted data to clean and format it. Store the processed reviews in Qdrant for vectorization. Apply clustering algorithms to identify patterns in customer feedback. Generate insights using AI models based on clustered reviews. Export the insights to Google Sheets for easy access and analysis.

1. 1
   Import the workflow template into your n8n instance.
2. 2
   Configure the Google Sheets and Qdrant credentials.
3. 3
   Set the company ID for Trustpilot reviews in the workflow.
4. 4
   Run the workflow to extract and analyze customer reviews.