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Scrape Competitor Reviews & Generate Ad Creatives with Bright Data & OpenAI

by Yaron Beenadapted from n8n official workflow galleryUpdated Aug 2026
RequiresBBasic LLM ChainGmailGmailGoogle SheetsGoogle SheetsHTTP RequestHTTP RequestOpenAIOpenAI Chat ModelOpenAI Chat Model
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HRSnapshot ProgressSnapshot Progre…HRHTTP Request- Post API call to Bright DataHTTP Request- P…WaWait - Polling Bright DataWait - Polling …IfIf - Checking status of Snapshot - if data is ready or notIf - Checking s…HRHTTP Request - Getting data from Bright DataHTTP Request - …OpenAI Chat ModelOpenAI Chat Mod…Google Sheets - Adding All ReviewsGoogle Sheets -…FoOn form submission - Amazon ReviewsOn form submiss…AgAggregating all reviewsAggregating all…CLBasic LLM Chain - Summary of Recent reviewsBasic LLM Chain…OpenAI- Generating imageOpenAI- Generat…Gmail - Sending creative to Media BuyersGmail - Sending…123456789101112
1/5
STEPS · 12
Starts on an incoming request

Scrape Competitor Reviews & Generate Ad Creatives with Bright data and OpenAI How the Flow Runs Fill the Form Enter the Amazon product URL to analyze competitor reviews. Trigger Bright Data Scraper Bright Data scrapes Amazon reviews based on the provided URL. Wait for Snapshot Completion Periodically checks Bright Data until the scraping is complete. Retrieve JSON Data Collects the scraped review data in JSON format. Save Reviews to Google Sheets Automatically appends the scraped reviews to your Google Sheets. Aggregate Reviews Consolidates all reviews into a single summary for simpler analysis. Analyze Reviews with OpenAI LLM Sends the aggregated reviews to OpenAI (GPT-4o mini) to summarize competitors’ main weaknesses clearly. Generate Creative Ad Image OpenAI generates a visually appealing 1080x1080 ad image addressing these identified pain points. Send Ad Creative via Gmail Automatically emails the creative and review summary to your media buying team for immediate use in Meta ads.

Tags

n8nreference-onlychain-llmgmailgoogle-sheetslm-chat-open-aiopen-ai
Connects
BBasic LLM ChaingmailGmailsheetsGoogle SheetsWHTTP RequestOpenAIopenaichatmodelOpenAI Chat Model
CategoryAI Automation
Triggermanual
Complexitycomplex
Nodes12
AddedApr 21, 2025

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