Automate Etsy Data Mining with Bright Data & Google Gemini

This n8n workflow automates the extraction and analysis of Etsy product data at scale. It starts by receiving an Etsy URL input, then leverages Bright Data's Web Unlocker to bypass JavaScript protections and scrape paginated listings reliably. The scraped content is cleaned and preprocessed for optimal readability before being fed into Google Gemini for structured extraction of key metrics like pricing, reviews, seller details, and trends.

Benefits include time savings on manual research, consistent data structuring via AI, and scalability for thousands of listings. It enables eCommerce entrepreneurs to spot demand gaps, market analysts to track competition, and product managers to gather design inspirations without custom coding.

Use cases span product research for new launches, competitive pricing strategies, niche opportunity identification, and automated intelligence pipelines. Data is persisted to disk for further analysis and results are pushed via webhook to your preferred systems, streamlining decision-making in fast-paced markets.