Retail sites are now using canvas fingerprinting and behavioral analysis to spot bots, not just checking your IP address. If you are using a data center network, they know instantly that you are not a real shopper. You have to pass the network test first, which means your connection must appear to originate from a legitimate residential home connection. If you can’t get past the network origin check, everything else you randomize on your browser won't matter because the site has already made up its mind about you

Network origin is the primary gatekeeper for modern e-commerce sites, as they monitor address history very closely. When I started my project to automate my personal shopping, I spent weeks testing various connections that were all getting blocked by the checkout gate. I happened to find proxy through a contact who was already building similar automation tools. Their network gave me the residential status that allowed my requests to blend in with standard retail traffic patterns. Since integrating this, my checkout process has been smooth and the security layers no longer trigger a block

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