Inside the Hugging Face Breach: Why Ad Fraud Experts Weren’t Surprised
"OpenAI's agents evaded detection the same way ad fraud bots do. See what the Hugging Face breach teaches advertisers about invalid traffic defense.
How Mouse Movement Detection Helps Identify Bots
Learn how fraud detection tools use mouse movement to identify bots and block click fraud.
7 Critical Lessons About Click Fraud After Analyzing 200M Ad Clicks
From AI bots to industrial click farms, see the 7 click fraud patterns we found based on our analysis of 200 million ad clicks.
How Much Does Google Ads Cost? (Hidden Costs for Advertisers)
Average Google Ads CPC is $5.26, but our research shows advertisers are actually paying $5.62 due to invalid activity. Here's where the difference goes.
Stop Facebook Ad Fraud: Proven Strategies and Tools
If you run Facebook ads, you might be paying for fake traffic. Learn about the most common Facebook ad fraud types and how to stop them.
LinkedIn Removed 200 Million Bots. Here’s What That Means for Advertisers
LinkedIn removed 200 million bot accounts in 2024, 16.7% of its user base. Learn how these fake profiles affect your advertising campaigns and what you can do about it.
AI Ad Fraud is Here: See Real Examples & Solutions
Discover how AI is supercharging ad fraud today, real-world examples, how to spot the signs, and the tools that can protect your campaigns.
The Top Legal Keywords in 2026 (And How to Protect Your Budget)
We analyzed 5,000 legal keywords to reveal the top terms to bid on and rank for in 2026. Learn what's driving these costs and how to protect your budget from…