Better questions. Better paid-traffic decisions.
Plain-English guides and sourced research on how click fraud works, what it costs, and how to stop it on Google Ads and Meta — written by the team that builds the detection engine.
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Click fraud on Facebook and Instagram ads
Meta protection uses audience exclusions, with matching and processing limits that differ from Google Ads IP exclusions.
The best Triple Whale alternative for non-Shopify stores
A practical checklist for choosing conversion tracking that fits your platform and reporting needs.
Why conversion totals differ across your platforms
Different totals do not automatically mean broken tracking. Separate attribution differences from missing or duplicated events.
IP blocking vs. person-based detection
IP exclusions provide an enforcement tool; identity and behavior signals add context when deciding what to block.
How to stop click fraud on Google Ads
A practical sequence for investigating suspicious traffic and putting appropriate automated protection to work.
Click fraud statistics in 2026: what the numbers actually tell you
Before applying an industry percentage to your budget, check its year, source, sample, channel and denominator.
What is click fraud? A complete guide for advertisers
A plain-English explanation of click fraud — what it is, the five types, who does it, what it costs, and how modern detection actually stops it.
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