Whitepapers

Unmasking the shadows 2026
Welcome to the AI traffic era. Non-human traffic has more than doubled in just 1.5 years and now accounts for nearly half of all onsite traffic. Our latest report features seven quarters of first-party data on bots, ad quality, and how to recover wasted ad spend.

Unmasking the shadows 2025
See what’s hidden: from the quality of website traffic to the reality of ad placements. Insights drawn from billions of data points across our customer base in 2024.

Unmasking the shadows: Invalid traffic 2024
Learn everything you need to know about Invalid Traffic in 2024 based on our customers' data. Including a breakdown into marketing channels, industries and much more.
