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Scrape competitor reviews & generate ad creatives with Bright Data & OpenAI

n8nn8n12 modulesv1.0
GmailGoogle SheetsOpenAILinkedInFacebook

Scrape Competitor Reviews & Generate Ad Creatives with Bright data and OpenAI How the Flow Runs 1. Fill the Form - Enter the Amazon product URL to analyze competitor reviews. 2. Trigger Bright Data Scraper - Bright Data scrapes Amazon reviews based on the provided URL. 3. Wait for Snapshot Completion - Periodically checks Bright Data until the scraping is complete. 4. Retrieve JSON Data - Collects the scraped review data in JSON format. 5. Save Reviews to Google Sheets - Automatically appen

At a glance

Scrape competitor reviews & generate ad creatives with Bright Data & OpenAI is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Gmail, Google Sheets, OpenAI, LinkedIn. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Gmail, Google Sheets, OpenAI, LinkedIn, Facebook
Modules
12
Price
Free
Version
v1.0
Scrape competitor reviews & generate ad creatives with Bright Data & OpenAI workflow diagram

About this workflow

Scrape Competitor Reviews & Generate Ad Creatives with Bright data and OpenAI How the Flow Runs 1. Fill the Form - Enter the Amazon product URL to analyze competitor reviews. 2. Trigger Bright Data Scraper - Bright Data scrapes Amazon reviews based on the provided URL. 3. Wait for Snapshot Completion - Periodically checks Bright Data until the scraping is complete. 4. Retrieve JSON Data - Collects the scraped review data in JSON format. 5. Save Reviews to Google Sheets - Automatically appends the scraped reviews to your Google Sheets. 6. Aggregate Reviews - Consolidates all reviews into a single summary for simpler analysis. 7. Analyze Reviews with OpenAI LLM - Sends the aggregated reviews to OpenAI (GPT-4o mini) to summarize competitors’ main weaknesses clearly. 8. Generate Creative Ad Image - OpenAI generates a visually appealing 1080x1080 ad image addressing these identified pain points. 9. Send Ad Creative via Gmail - Automatically emails the creative and review summary to your media buying team for immediate use in Meta ads. --- What You Need - Google Sheets: Template - Bright Data: Dataset and API key: www.brightdata.com - OpenAI API Key: For GPT-4o mini or your preferred LLM - Automation Tool: Ensure it supports HTTP Requests, Wait, Conditional (If), Google Sheets integration, Form Trigger, OpenAI integration, and Gmail integration. --- Form Fields to Fill - Amazon Product URL: Enter the competitor’s product URL from Amazon. --- Setup Steps 1. Copy the provided Google Sheet template. 2. Import the JSON workflow into your automation tool. 3. Update credentials for Bright Data, Google Sheets, Gmail, and OpenAI. 4. Test manually by submitting the form and verifying functionality. 5. Optional: Set a schedule for regular workflow execution. --- Bright Data Trigger Example `json [ { "url": " } ] Tips Frequently update URLs to ensure fresh insights. Allow more wait time for extensive data scrapes. Focus on targeted products to optimize cost-efficiency. Need Help? Email: Yaron@nofluff.online Resources: YouTube: LinkedIn: Bright Data Documentation:

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

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  • JSON blueprint — instant download
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