14 min read
How to Identify & Stop Instagram Spam Bots
TL;DR: Engagement is crucial for performance marketers, but Instagram bots inflate metrics, waste ad spend, and damage...
The approach of the white paper was to examine extensive data collected by Anura detailing traffic to their clients’ global web assets during the months leading up to the invasion and the days immediately following the conflict. The research uncovered a counterintuitive phenomenon of reduced fraudulent activity in the days following the invasion. The paper examines the possible explanations for the decline by analyzing the exchange between the global online advertising industry and the political and economic instability of Ukraine and surrounding areas.
Feb 6, 2026
TL;DR: Engagement is crucial for performance marketers, but Instagram bots inflate metrics, waste ad spend, and damage...
Feb 4, 2026
TL;DR:
Jan 29, 2026
TL;DR:Device spoofing manipulates device data to conduct ad fraud by generating fake traffic and skewing analytics,...
Jan 28, 2026
TL;DR:
Jan 23, 2026
TL;DR: PPC affiliate marketing can boost reach and revenue, but not all programs are equal—and fraud is a major risk....
Jan 21, 2026
TL;DR:Botnets are networks of infected devices controlled by cybercriminals to carry out large-scale malicious...
