Web Apps and Platforms Teams. Detect Masked Sessions without Slowing Performance.
1 "client": {2 "city": "Weldon Springs"3 "behaviors": ["TOR_PROXY_USER"],4 "concentration": {5 "country": "US",6 "density": 0.202,7 "geohash": "9yz",8 "skew": 45,9 "state": "Missouri",
Web platforms must handle high volumes of legitimate traffic while preventing account takeovers and automated abuse that degrade user experience. Spur detects sessions originating from anonymized infrastructure without adding latency or friction to critical application flows.
Anonymized Sessions Undermine Trust and Performance.
Modern web platforms operate at scale, serving users across signups, logins, APIs, and transactions. Attackers exploit this openness by routing account takeover attempts and automated traffic through VPNs and residential proxies that appear legitimate at the session level.
When detection adds latency or complexity, teams risk harming user experience. Spur delivers reliable, infrastructure-aware IP intelligence that integrates easily into platform workflows and scales to handle traffic spikes without disrupting performance.
Protect Users at Scale.
Spur delivers infrastructure-aware session intelligence that helps web application and platform teams detect masked abuse, protect user experience, and scale defenses without sacrificing performance.
Social Media Platform Stops Account Farming and Spam at Scale
A social media platform stopped large-scale account farming and spam campaigns by identifying anonymized sessions routed through VPNs and residential proxy networks.
By enriching live sessions with infrastructure-aware IP intelligence, the platform team disrupted automated abuse, protected platform integrity, and maintained performance and user experience at scale.
Evidence You Can Act On.
Spur’s verified IP intelligence helps teams move faster, detect more, and protect what matters – without adding friction for real users.
230M+
Unique anonymized IPs detected every 90 days, distilled into 60M suspect IPs daily
1000+
VPN and proxy services detected
20+
Enrichment attributes for full context (geo, ASN, proxy type, device, tunnel entry/exit, etc.)
Strengthen Every Team’s Visibility with Verified IP Intelligence.
Protect Platform Integrity at Scale.
Detect anonymized sessions, stop account takeovers and automated abuse, and protect user experience with infrastructure-aware session intelligence built for high-traffic platforms.
