Efficient Amazon Data Scraper: Automate Product Insights CollectionEfficient Amazon Data Scraper: Automate Product Insights Collection
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This is another clean n8n automation workflow — an Amazon Product Data Scraper. Here's what it does:
What it does, end to end:
Watches a Google Sheet — polls every minute for new rows added to a sheet called "Amazon Product." Each row is expected to contain an ASIN number (Amazon's unique product identifier).
Filters unprocessed rows — only picks up rows where the STATUS column is empty, so it never re-processes products that have already been fetched.
Loops through items one by one — uses a batch loop to process each new ASIN individually, avoiding bulk failures.
Scrapes Amazon via Apify — sends the ASIN to the Axesso Amazon Product Details Scraper on Apify, which fetches live product data including the title, URL, and product images.
Updates the sheet — writes the scraped data back into the same row: product name, product URL, the first product image (as a Google Sheets =IMAGE() formula so it renders inline), and sets STATUS to "done" to prevent reprocessing.
Tech stack: n8n + Google Sheets + Apify (Axesso scraper) + HTTP Request.
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