Prioritize Amazon competitor gaps using Bright Data and Google Sheets

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

Description

Amazon Competitive Gap & Assortment Intelligence Workflow

Description
This workflow automatically scrapes competitor product data from Amazon and identifies gaps in your assortment, pricing, and positioning.
It helps merchandising and product teams spot opportunities they are missing before competitors fill them.

Overview
This workflow uses Bright Data to scrape Amazon product pages, then normalizes the data and feeds it to AI for competitive gap analysis.

It identifies:
Missing product variants
Bundle expansion ideas
Positioning gaps
Pricing weaknesses

Each opportunity is scored and prioritized — high-impact gaps are routed to dedicated sheets, while standard opportunities are logged separately.

All results are sent to Google Sheets dashboards for structured decision-making.

Tools Used
n8n**: Automation platform that orchestrates the workflow
Bright Data**: Scrapes Amazon product data at scale without getting blocked
OpenRouter**: AI-powered competitive clustering, gap detection, and opportunity scoring
Google Sheets**: Logs missing variants, bundle opportunities, pricing gaps, and errors

How to Install

1. Import the Workflow
Download the .json file and import it into your n8n instance.

2. Configure Bright Data
Add your Bright Data API credentials to the Bright Data node.

3. Configure OpenRouter
Add your OpenRouter API key for AI competitive analysis.

4. Set Up Google Sheets
Create a spreadsheet following the "Google Sheets Setup" sticky note inside the workflow.
Connect each Google Sheets node to your document.

5. Customize
Edit the configuration node to define:
Target Amazon product URL
Category scope
Competitive depth
Opportunity scoring thresholds

Use Cases

Merchandising Teams
Discover product variants competitors carry that are missing from your catalog.

Pricing Analysts
Detect pricing gaps and positioning weaknesses relative to competitors in your category.

Product Managers
Find bundle and cross-sell opportunities based on real competitive data.

Category Managers
Track assortment gaps across an entire product category to prioritize expansion.

Ecommerce Strategy
Build a data-driven competitive intelligence layer for smarter assortment and pricing 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)

Tags
#n8n #automation #brightdata #webscraping #competitiveanalysis #pricingintelligence
#assortmentplanning #ecommerce #amazondata #productgaps #pricingstrategy
#competitortracking #merchandising #bundleopportunities #n8nworkflow #workflow
#nocode #businessintelligence #marketresearch #pricingoptimization
#categorymanagement #retailintelligence #competitivelandscape
#productexpansion #ecommerceautomation

Nodes Used (5)

AI Agent
@n8n/n8n-nodes-langchain.agent
Code
n8n-nodes-base.code
Google Sheets
n8n-nodes-base.googleSheets
OpenRouter Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenRouter
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured