Detect smarter.Analyze deeper.Protect automatically.
AI-powered fraud intelligence and traffic-quality protection for programmatic DSPs. AI Defender identifies invalid traffic, protects advertiser budgets, and automatically restricts fraudulent sources — in real time.
Ad fraud drains advertiser budgets — quietly and continuously.
Bots, proxies, VPN and Tor traffic, datacenter traffic, click farms and fake conversions erode campaign performance. Manual fraud investigation doesn't scale across billions of events in a DSP. AI Defender centralizes every fraud signal into one automated protection layer for DSPs.
Bots & automation
Proxy, VPN & Tor
Click farms
Fake conversions
Four systems. One protection layer.
The backbone of AI Defender — deterministic detection, external intelligence and AI reasoning working together for DSPs.
Claude AI Fraud Intelligence
AI-assisted analysis of traffic and performance data received by the DSP: detects anomalies, identifies suspicious behavior, summarizes findings and gives administrators actionable recommendations.
AI Defender Engine
The primary traffic-intelligence engine: continuous traffic analysis, source monitoring, historical analysis, risk assessment and automated protection workflows.
Advanced Ad Fraud Protection
Rule-based and signal-based detection across traffic, behavioral, device, network and source-quality indicators.
IP Quality & Reputation Intelligence
IP reputation and fraud-risk scoring: proxy, VPN, Tor, residential proxy, bot and datacenter/hosting detection, malicious IP history, ASN/ISP/network and geo intelligence (integrates providers such as IPQualityScore).
Measurable protection across the whole DSP platform
Protect your DSP. Protect your advertisers.
See how AI Defender analyses your live traffic, surfaces fraud signals and enforces protection policies automatically inside your DSP.