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Trustpilot Review Sentiment Analysis with OpenAI & Bright Data to Google Sheets

by Yaron Beenadapted from n8n official workflow galleryUpdated Aug 2026
RequiresAAI AgentAuto-fixing Output ParserAuto-fixing Output ParserCCodeGoogle SheetsGoogle SheetsOpenAI Chat ModelOpenAI Chat ModelStructured Output ParserStructured Output Parser
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SeSet Trustpilot company URLSet Trustpilot …MaManual StartAgAgent : Fetch and analyze reviewsAgent : Fetch a…Chat ModelMCBright Data MCP ScrapperBright Data MCP…CoSplits Reviews into separate ObjectsSplits Reviews …Save Reviews to Google SheetsSave Reviews to…OPAuto-fixing Output ParserAuto-fixing Out…OpenAI Chat ModelOpenAI Chat Mod…OPStructured Output ParserStructured Outp…123456789
1/5
STEPS · 9
Run manually by an operator

This workflow automatically scrapes customer reviews from Trustpilot and performs sentiment analysis to extract valuable customer insights. It saves you time by eliminating the need to manually read through reviews and provides structured data on customer feedback, sentiment, and pain points. Overview This workflow automatically scrapes the latest customer reviews from any Trustpilot company page and uses AI to analyze each review for sentiment, extract key complaints or praise, and identify recurring customer pain points. It stores all structured review data in Google Sheets for easy analysis and reporting. Tools Used n8n**: The automation platform that orchestrates the workflow Bright Data**: For scraping Trustpilot review pages without being blocked OpenAI**: AI agent for intelligent review analysis and sentiment extraction Google Sheets**: For storing structured review data and analysis results How to Install Import the Workflow: Download the .json file and import it into your n8n instance Configure Bright Data: Add your Bright Data credentials to the MCP Client node Set Up OpenAI: Configure your OpenAI API credentials Configure Google Sheets: Connect your Google Sheets account

Tags

n8nreference-onlyagentgoogle-sheetslm-chat-open-aioutput-parser-autofixingoutput-parser-structured
Connects
AAI AgentautofixingoutputparserAuto-fixing Output ParserCCodesheetsGoogle SheetsopenaichatmodelOpenAI Chat ModelstructuredoutputparserStructured Output Parser
CategoryAI Automation
Triggermanual
Complexitycomplex
Nodes10
AddedJul 13, 2025

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