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Anna
Anna

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Proxy choice is an architectural decision, not a configuration detail

In many scraping systems, proxy selection is treated as a late-stage optimization:
switch providers, tweak IP types, improve success rates.

In practice, it’s closer to an architectural decision.

If your pipeline relies on datacenter IPs only, you’re implicitly accepting a specific version of the web — one that’s often simplified, de-personalized, or geo-neutralized.

That’s usually fine for:

  • structural crawling
  • availability checks
  • metadata collection

But it breaks down when your task depends on how real users are treated.

In production systems I’ve seen, teams often introduce residential proxies not to increase access, but to reduce sampling bias at critical stages — for example, during price monitoring or localized content collection.

This is where products like Rapidproxy typically show up in the stack:
not as a magic fix, but as a way to make the collection environment closer to real-user conditions when accuracy matters more than speed.

The key lesson:
don’t decide on proxies based only on cost or success rate.

Decide based on which parts of your data need to reflect real user context — and design your pipeline accordingly.

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