Over one-third of English web pages published since the launch of ChatGPT contain machine-written text. The Pew Research Center found commercial .com sites are ten times more likely to use AI than government or educational domains. This saturation complicates web scraping. Data scientists must now implement stricter filtering to avoid training models on synthetic loops.