I'm currently working on a project where I need to scrape product images using data from Excel files. Each file contains products from a single brand, but the identifiers vary some have UPC or EAN codes, others have SKUs, and some only include article codes or product names that are still searchable on Google. For UPC/EAN, I know there are several free and paid barcode lookup APIs available, but I was wondering if you might have any suggestions or workarounds for scraping product images using SKUs or product names instead; and also workaround for the UPC method without needing to pay?

If you’ve worked on something similar or can recommend reliable sources or strategies, I’d really appreciate your input. Thanks in advance!