An improvement would be to add support for pagination to scrape reviews across multiple pages. Many products on Zalando have multiple review pages, and the script could be extended to iterate through them dynamically.

Adding error handling for missing or malformed category links would make the script more robust. For example, logging any categories without valid URLs ensures that incomplete data can be reviewed and addressed.