Why scrapers see 451
Scrapers usually hit 451 because of geo-restriction — the content simply isn't allowed in the country your IP address belongs to. News sites blocking visitors from the EU over GDPR, region-locked catalogues, and blocks on sanctioned countries all show up as 451. It's a deliberate legal or geographic gate, not a bot-detection score, so it has nothing to do with how convincing your scraper looks.
How to fix a 451 error
Make the request from a region where the content is allowed. Route through residential proxies or a mobile proxy located where the content is legally available — these give you an IP address that looks like it's in that country. Test the same URL from several countries to map which regions are blocked. Keep the legal context in mind: a 451 is the site asserting a real legal restriction. Technically, though, the fix is almost always geo-targeted proxying, which Web Access API can handle automatically.
