Article Archive
Browse our complete collection of 66 articles on click fraud protection, advertising security, and campaign optimization.
Mobile App-Install Fraud: Injection & SDK Spoofing
How mobile app-install fraud works, including click injection, click flooding, SDK spoofing, and install hijacking, and how advertisers detect and stop it in their attribution data.
Google AI Overviews: The Impact on Your PPC Budget
Google AI Overviews push ads down, generate more automated traffic, and corrupt Smart Bidding signals in ways most accounts haven't adjusted for. Here is what the data shows and what to do.
Why IP Blocklists Miss Half Your Click Fraud
Residential proxies route click fraud through real home IPs, so blocklists miss it. Here's why IP blocking only catches half — and what behavioral detection adds.
Google Ads Invalid-Click Credits: Recover Wasted Ad Spend
Google issues invalid-activity credits, not cash refunds. The 2026 step-by-step guide to the Click Quality Form, the 60-day window, and the Invalid Activity Credit Report.
Pixel vs CAPI: Fraud-Filtered Conversions for Meta Ads
Pixel vs CAPI for Meta Ads: how server-side, fraud-filtered conversions clean the signal that trains Advantage+ — with deduplication, EMQ, and setup paths explained.
Meta Ads Click Fraud: How Bots Drain FB & IG Budgets
Click fraud and invalid traffic hit Meta Ads too — bots, click farms, Audience Network placements, and fake leads. Here's how it works, why Meta's filters miss it, and how to stop it.
How Click Fraud Protection Works: A Complete Guide
Click fraud protection blocks fake and invalid clicks before they drain your ad budget. Learn how it works, what Google's filter misses, and how to choose the right tool.
How to Reduce Click Fraud Without Hurting Conversions
Reduce click fraud without blocking real customers. Use layered scoring, lead validation, and staged enforcement to protect conversions.
Bot Farms in Google Ads: Human-Like Click Fraud
Learn how bot farms create human-like Google Ads click fraud, why IP blocking fails, and how behavior analysis protects ad spend.
Google Ads Limited by Budget: Add Spend or Fix Waste?
Learn what Limited by budget means in Google Ads, when to raise spend, and when to fix wasted clicks, bad search terms, weak placements, or fake leads first.