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Meet the Synthient team

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Consumer-network attribution

Find proxy traffic hiding behind residential trust.

Residential proxies route a customer’s traffic through an address assigned to a household or consumer device. The ASN can look ordinary, so a hosting-provider check alone will not identify the connection. Synthient uses direct observations and provider research to recognize the proxy relationship without treating every residential subscriber as suspicious.

The detection gap

Why address-only rules fall short.

Consumer IPs are shared, reassigned, and frequently hidden behind carrier or household NAT. A durable denylist goes stale quickly and can block the person who receives an address after the proxy session ends. Detection must include observation time and the specific provider evidence behind the classification.

Observed provider

Connect an exit address to the residential proxy network seen using it.

Last observed

Apply a recency window that matches the sensitivity of the action being protected.

Supply context

Review verified SDK, reseller, application, and operator relationships where Synthient research supports them.

Network history

Keep ASN, ISP, country, and prior classifications beside the proxy observation.

Implementation

Use evidence where the decision happens.

Use a recent residential-proxy match to step up verification for high-value signups, promotion claims, account recovery, and payment changes. Keep lower-risk browsing available, and record the provider and observation time in the event so analysts can reproduce the decision later.

Operational outcomes

  • Detect account farming on consumer-looking IPs
  • Protect promotions without blocking whole ISPs
  • Explain challenges with provider and recency evidence
  • Investigate shared proxy supply across brands

Questions

What teams ask before integrating.

Why are residential proxies difficult to detect?

They use addresses assigned to consumer networks, so ASN or hosting classifications often resemble legitimate household traffic. Fresh behavioral and provider observations are needed.

How long should a residential proxy match remain actionable?

The appropriate window depends on the action and evidence. Use the returned last-seen time and shorten the window for dynamic consumer addresses or irreversible enforcement.