I've set up scrapers for around 30 different product pages, but I keep running into issues. Every week, at least 3 or 4 of them stop working because the HTML changes, which has become really frustrating to manage. Is there a more efficient way to automate fixing these problems?
4 Answers
To make your scrapers more resilient, try using more generic selectors or regex options as backups. Are you manually checking everything, or do you have any systems in place for tracking errors and retrying? By the way, there's a tool called Oxylabs that has a self-healing feature which automatically updates any selectors when they detect a drop in success rate.
Yeah, but not every website has an API! If they do, definitely consider using it since it saves a lot of headaches. Otherwise, you're just going to have to keep fixing those selectors as the HTML evolves.
It's just part of the scraping game. If the HTML changes, you adapt your selectors. Some libraries can auto-update selectors based on changes, or you might want to look into a scraping API that manages some of that for you.
The best solution is to use the official API of these websites instead of scraping. When you scrape, you're always going to be fighting against changes in the HTML, and remember, this might even go against the site's terms of service.

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