Ad Fraud Statistics & Research
Proprietary data from the largest ad fraud sensor network in the world. Updated quarterly across every device, country, browser, and network that matters to programmatic advertisers.
Global IVT Rate
Q1 2026
Devices Monitored
Per month
URLs Monitored
Active honeypot network
Internet Users
~25% of users online
Data Refresh
Real-time detection
Ad Fraud Data by Topic
Explore the full Fraudlogix research library. Each report is based on proprietary first-party data from our global sensor network.
State of Ad Fraud 2026
Full-year 2025 analysis across 105.7 billion impressions. The most comprehensive ad fraud dataset Fraudlogix has published to date.
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Ad Fraud Statistics: Q1 2026
Q1 2026 snapshot across 26.3 billion impressions and 246 countries and territories. Includes year-over-year comparisons and emerging fraud hotspot alerts.
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Ad Fraud by Device Type
IVT rates across mobile, desktop, and tablet. In Q1 2026, desktop and mobile converged to near-identical fraud rates for the first time in our data history.
Q1 2026
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Ad Fraud by Browser
IVT rates across all major browsers. Safari is cleanest at 15.04%. Chrome runs above average at 23.10%. Legacy browsers like IE exceed 38%.
Q1 2026
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Ad Fraud by Country
IVT rates across 246 countries and territories. Indonesia leads at 59.17% in Q1 2026. Western Europe dominates the cleanest markets, with the Netherlands at 1.02%.
Q1 2026
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Free IP Address Lookup
Check any IP address against the Fraudlogix database — get fraud risk score, network type, geolocation, and bot detection signals instantly.
How Fraudlogix Measures Ad Fraud
All statistics published in Fraudlogix reports are derived from proprietary first-party data — no third-party data vendors, no stale databases.
Bot Signatures
Cloud Infrastructure
Proxy & VPN
Tor Exit Nodes
Device Spoofing
Behavioral Anomalies
Datacenter Ranges
Valid Traffic
81.88%
Invalid Traffic (IVT)
18.12%
Turn This Data Into Protection
The same intelligence behind these reports powers Fraudlogix’s real-time fraud prevention products.
Pre-Bid IP Blocklist
Block fraudulent IPs before the impression is purchased. Updated hourly. Covers cloud infrastructure, bots, proxies, and Tor exit nodes.
Programmatic IVT Detection
Real-time invalid traffic scoring at the bid request level. Integrates directly with DSPs and ad servers.
IP Risk Score API
Granular risk scores for any IP address — fraud probability, network type classification, geo data, and historical signals.
Talk to Our Team
Not sure which product fits? Fraudlogix works with advertisers, DSPs, ad networks, and publishers worldwide.