TemplatesData & AnalyticsTrustpilot Reviews Insight Generator
QdrantGoogle SheetsOpenAI
Workflow template

Trustpilot Reviews Insight Generator

Automates extraction, clustering, and summarization of Trustpilot reviews using n8n workflow integrating OpenAI GPT-4, Qdrant vector store, and K-means clustering for actionable customer insights. Outputs results to Google Sheets for analysis.

Data & Analytics Starts with: New reviews Advanced 24 nodes Uses AI Free

Apps in this workflow

How it works

  1. Manual Trigger1
  2. Sub-workflow Trigger2
  3. Edit Fields3
  4. HTTP Request4
  5. Code5
  6. HTML6
  7. Split Out7
  8. Filter8
  9. QdrantQdrant Vector Store9
  10. Information Extractor10
  11. Run Sub-workflow11
  12. Google SheetsGoogle Sheets12
  13. +44 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 Qdrant account, connected in n8n as a credential.
  • A Google Sheets 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:

Also run it every morning at 8 am, not just when it is triggered.
Send me a short summary on Slack when it finishes.
Save each result to Airtable instead of Google Sheets.
Use Claude instead of the current AI model.

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