This has not been my experience, to be honest -- I wrote a pretty complex scraper for extracting portions of a page and structuring their contents into JSON, using ChatGPT-4, about a year ago and it worked pretty well. (But not "well" in the sense that a non-programmer would've been able to do this, if that's your bar.)

I even got it usefully updated when the format changed!