Extract & Analyze Competitor Backlink Data with Bright Data MCP & GPT

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

Description

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

This workflow automatically analyzes competitor backlink profiles to understand their link building strategies and identify opportunities for your own SEO efforts. It saves you time by eliminating the need to manually research competitor links and provides detailed insights into their most valuable linking relationships.

Overview

This workflow automatically scrapes backlink analysis tools and competitor websites to extract comprehensive backlink data including referring domains, anchor text, link quality metrics, and link acquisition patterns. It uses Bright Data to access backlink databases and AI to intelligently analyze competitor link strategies.

Tools Used

n8n**: The automation platform that orchestrates the workflow
Bright Data**: For scraping backlink analysis platforms without being blocked
OpenAI**: AI agent for intelligent backlink strategy analysis
Google Sheets**: For storing competitor backlink data and insights

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 backlink analysis spreadsheet
Customize: Define competitor domains and backlink analysis parameters

Use Cases

SEO Strategy**: Learn from competitor link building success and replicate strategies
Link Prospecting**: Identify websites that link to competitors but not to you
Competitive Intelligence**: Understand competitor SEO strategies and authority sources
Link Building**: Find high-quality link opportunities in your industry

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 (6)

AI Agent
@n8n/n8n-nodes-langchain.agent
Auto-fixing Output Parser
@n8n/n8n-nodes-langchain.outputParserAutofixing
Code
n8n-nodes-base.code
Google Sheets
n8n-nodes-base.googleSheets
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured