Shopify Review and Negative Feedback Alert
For independent store operators. The flow reads new feedback, classifies sentiment and urgency, drafts a reply suggestion, and logs the case.
Last checked
2026-06-10
Compatibility
Validation recorded
Running cost
About CNY 30-180, depending on review volume and model strategy
Setup time
60-90 minutes
What the workflow does
- 1Listen for new reviews or fetch on schedule
- 2Classify sentiment and issue type
- 3Push high-risk cases to a team channel
- 4Write suggested replies to a handling table
Required credentials
- - Shopify Admin API
- - LLM API Key
- - 团队通知 Webhook
Key nodes
Shopify TriggerLLM SentimentSwitchWebhookSpreadsheet Log
Import and testing steps
- Import the n8n workflow JSON.
- Replace Shopify and notification credentials.
- Replay 10 historical reviews to tune thresholds.
Users must confirm Shopify API permissions; FlowHub does not store shop secrets.
Sources and maintenance scope
FlowHub cites official documentation and public platform pages for import formats, capability boundaries, and maintenance notes. Template files still need separate test records before launch.