AI & Bot Detection.
Expose automated and agentic activity hiding behind legitimate-looking traffic.
Spur AI & Bot Detection reveals the network and session signals that distinguish real users from automated activity, even when bots appear human.
Spur AI & Bot Detection focuses on the network and infrastructure signals that cannot be faked. By correlating IP intelligence, anonymization infrastructure, and behavioral context, Spur exposes automated activity even when it appears human.
As automation becomes more adaptive and agentic, traditional bot detection tools struggle to distinguish between desirable and undesirable automation. The Spur platform provides security, fraud, and threat hunting teams with a continuous signal that complements application-level detection without adding friction for legitimate users or agents.
Key Benefits
- Detect automated and agentic activity hidden behind VPNs, proxies, and rotating infrastructure.
- Separate real users from AI driven automation using explainable network signals.
- Reduce reliance on stagnant fingerprints and client-side heuristics.
- Strengthen bot and abuse detection without degrading user experience.
- Define and enforce requirements for legitimate agentic interactions
How Spur Detects AI & Bot Traffic
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Identify:
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Correlate:
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Enrich:
Why Teams Choose Spur AI & Bot Proxy Detection
Where Spur AI & Bot Detection Delivers Value
The API responses are easy to integrate into your workflows, and we had no issues implementing a system for 100k+ lookups-per-day.
Trusted by Teams Who Need to See What’s Real.
Read Case StudyGoPuff:
Mitigated bot-driven ecommerce abuse by detecting automated traffic hidden behind residential proxies.
Read Case StudyOnline Retailer:
Stopped scalper bots during major launches by exposing coordinated automation behind anonymized traffic.
Read Case StudySocial Media Platform:
Disrupted account farming and spam by identifying automated activity operating through proxy networks.
Identify VPN services used in authentication and fraud workflows.
Detect automation and abuse hidden behind residential IPs.
Map connections with verified geographic accuracy.
Review Spur’s 20+ enrichment attributes for transparency and precision.
Real-time enrichment for authentication and fraud detection.
Full dataset for large-scale analysis or compliance workflows.
Correlate proxy detection with live user sessions for deeper visibility.
Connect Spur data directly into your security and analytics tools.
FAQs About Spur AI & Bot Detection
Spur focuses on infrastructure and network signals rather than client-side identifiers, allowing detection even when bots mimic human behavior.
Yes. Residential proxy detection is a core strength, enabling identification of bots operating from consumer IP space.
Traditional tools rely on behavioral heuristics or client instrumentation. Spur reveals the network-level reality behind each session.
Through Spur's API, session enrichment, or on-prem data feeds depending on latency, scale, and integration needs.
Further Reading & Insights
See What Automation Is Hiding.
Detect AI-driven bots and agentic abuse using verified network intelligence.
