Automated Amazon Stock Level Tracker with Bright Data MCP and OpenAI

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Built by Yaron Been Yaron Been
Created on June 05, 2026

Description

This workflow automatically tracks inventory stock levels across multiple products and suppliers to prevent stockouts and optimize inventory management. It saves you time by eliminating the need to manually check stock levels and provides automated alerts when inventory reaches critical thresholds.

Overview

This workflow automatically scrapes supplier websites, e-commerce platforms, and inventory systems to monitor real-time stock levels and availability. It uses Bright Data to access inventory data and AI to intelligently parse stock information, detect low inventory alerts, and track supply chain trends.

Tools Used

n8n**: The automation platform that orchestrates the workflow
Bright Data**: For scraping inventory and supplier websites without being blocked
OpenAI**: AI agent for intelligent stock level analysis and trend detection
Google Sheets**: For storing inventory data and tracking stock movements

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 and set up your inventory tracking spreadsheet
Customize: Define product URLs and inventory monitoring parameters

Use Cases

E-commerce**: Monitor product availability across multiple suppliers
Retail Management**: Track inventory levels to prevent stockouts
Supply Chain**: Monitor supplier stock levels and lead times
Procurement**: Identify restocking needs and optimize purchasing decisions

Connect with Me

Website**: https://www.nofluff.online
YouTube**: https://www.youtube.com/@YaronBeen/videos
LinkedIn**: https://www.linkedin.com/in/yaronbeen/
Get Bright Data**: https://get.brightdata.com/1tndi4600b25 (Using this link supports my free workflows with a small commission)

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Nodes Used (5)

AI Agent
@n8n/n8n-nodes-langchain.agent
Auto-fixing Output Parser
@n8n/n8n-nodes-langchain.outputParserAutofixing
Gmail
n8n-nodes-base.gmail
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured