Why are residential proxies commonly used by bots and automation frameworks?
Residential proxies help automation traffic blend into legitimate consumer traffic by routing requests through real ISP-assigned IP addresses. This makes automated activity more difficult to identify using traditional bot detection techniques that rely heavily on datacenter identification or IP reputation.
Similar questions
How can organizations use Spur IP intelligence within a fraud decisioning workflow?
Many organizations incorporate Spur IP intelligence into risk-scoring models, adaptive authentication systems, transaction reviews, account creation workflows, and trust-and-safety investigations. Spur IP intelligence is most effective when combined with behavioral, device, and identity signals.
Can Spur IP intelligence help identify coordinated fraud rings?
Fraud rings frequently share infrastructure, anonymization services, proxy providers, or geographic patterns. Spur's Infrastructure-level intelligence can help uncover relationships that may not be visible when reviewing accounts individually.
How can organizations reduce false positives when using Spur IP intelligence?
Organizations should avoid making decisions based on a single signal. VPN usage, proxy detection, geographic anomalies, and infrastructure classifications are most effective when evaluated together with customer history, transaction context, and other risk indicators.
How do fraudsters use VPNs and residential proxies when creating fake accounts?
Fraudsters use anonymization services to make account creation activity appear to originate from many different users and locations. VPNs, residential proxies, and mobile proxies enable attackers to distribute activity across large IP pools, making automated signups more difficult to detect using traditional controls.
Why isn't traditional IP geolocation enough to enforce geographic restrictions?
Traditional geolocation only identifies where an IP address appears to be located. It does not reveal whether traffic is being routed through a VPN, residential proxy, mobile proxy, or other anonymization service. As a result, users can appear to originate from approved locations while actually operating elsewhere.