Automated Reputation Management & Market Intelligence System - n8n Workflow

E-commerce managers needing real-time alerts for critical reviews.
Operations teams looking for automated market intelligence from customer feedback.
Developers seeking robust n8n templates for integrating AI with business systems.
Businesses requiring reliable logging and auditing of customer feedback in Google Sheets.

This powerful n8n workflow establishes a complete, automated reputation management system for Shopify stores. The core problem solved is the time-consuming manual effort required to read, categorize, and act upon customer feedback. By leveraging a specialized Shopify n8n trigger, this automation instantly feeds new reviews into an AI model (GPT-4) for sentiment analysis and categorization. Critical reviews automatically trigger alerts via Slack and generate follow-up tasks in Trello, ensuring swift response times. Simultaneously, every analyzed review is logged to Google Sheets, building a valuable market intelligence database. This complex business process is streamlined entirely by this single n8n workflow, making it an essential addition to your list of ready-to-use n8n templates.

The entire process initiates with the Shopify Product Review n8n Trigger. This specific n8n trigger listens for new product reviews published on your Shopify store using a webhook connection. Once a review is received, the data is immediately passed to the AI Analysis with GPT-4 n8n node. This specialized n8n node uses GPT-4 to analyze the review text for sentiment (e.g., positive, negative, mixed) and determines if an immediate action (like a customer response) is required.

The raw JSON output from the AI is then processed by the Parse AI Output Code n8n node, which structures the data into usable fields. Next, the Conditional Logic n8n node evaluates if the review warrants immediate intervention (e.g., if the sentiment is negative or 'Action Required' is true).

If the condition is met, a high-priority Slack Alert is dispatched, followed by the creation of a remediation task via the Trello Task Creation n8n node. Regardless of the conditional outcome, all parsed data is logged automatically using the Google Sheets Logger n8n node, ensuring a complete audit trail of every review processed by this robust n8n workflow.

1. Import: Copy the provided n8n workflow JSON and import it into your self-hosted or cloud n8n instance.


2. Shopify Credential Setup: Configure the Shopify Product Review Trigger n8n trigger with your Shopify credentials and set up the webhook URL to listen for product review events.


3. AI Credential Setup: Update the AI Analysis with GPT-4 n8n node with your OpenAI API Key credentials. Ensure the prompt is fine-tuned for structured output.


4. Integration Setup: Configure credentials for the Slack Alert n8n node (or use a webhook URL), the Trello Task Creation n8n node (API Key and token), and the Google Sheets Logger n8n node (Service Account or OAuth).


5. Sheet Configuration: In the Google Sheets Logger n8n node, specify the Spreadsheet ID and Sheet Name where the review data should be written.


6. Activate: Enable the n8n workflow. The n8n trigger will now be live, automating your reputation management instantly.

Shopify Product Review Trigger: Function: Serves as the starting n8n trigger. It uses a webhook connection to instantly capture new product review events from Shopify, initiating the n8n workflow. Key Configuration: Requires valid Shopify API credentials and successful webhook registration.
AI Analysis with GPT-4 (OpenAI n8n node): Function: Analyzes the raw review text using a large language model (GPT-4) to determine sentiment, category, and required action. This crucial n8n node provides the intelligence for the entire process. Key Configuration: Specific system and user prompts are used to encourage structured output.
Parse AI Output (Code n8n node): Function: Essential for converting the raw, unstructured AI text response into a structured JSON object, making the data readable by subsequent n8n nodes. Key Configuration: Custom JavaScript logic for reliable JSON parsing.
Conditional Logic (If n8n node): Function: Routes the n8n workflow based on the AI analysis outcome, filtering for negative or high-priority reviews that require immediate staff attention. Key Configuration: Expression evaluating AI-derived fields like sentiment or actionRequired.
Slack Alert (Slack n8n node): Function: Sends immediate, critical notifications to a designated channel when a review meets the negative criteria defined by the Conditional Logic n8n node.
Trello Task Creation (Trello n8n node): Function: Automatically creates a remediation card on a specific Trello board/list for urgent reviews, ensuring a follow-up action is logged.

• Google Sheets Logger (Google Sheets n8n node): Function: Logs all analyzed review data—including the original review text and the AI-generated sentiment—into a centralized spreadsheet for archiving, reporting, and market analysis. This n8n node ensures data persistence.