I set reasonable delays between requests, even if allowed, to minimize server load and maintain a good relationship with the website.

Using BeautifulSoup for simple product pages with static HTML works well for grabbing titles, prices, and descriptions.

Many financial sites offer RSS feeds with headline summaries. Parsing these feeds reduces the need to scrape individual pages directly.

Using dynamic IPs from different locations is another way to vary patterns and reduce detection based on access frequency.

Use requests and BeautifulSoup for static content like product titles, prices, and descriptions, as Zalando’s HTML structure is relatively consistent.