Click Fraud
Click fraud is fake clicks burning ad budgets and mis-teaching the algorithms spending them.
What click fraud is
Click fraud is fake clicks on paid ads: bots and click farms burning advertisers’ budgets, competitors draining daily caps, and publishers inflating their own ad revenue with traffic that was never a customer.
Why click fraud matters
Every fraudulent click is budget spent on nobody, and worse, it teaches: campaign algorithms optimizing toward fake engagement chase more of it. Invalid traffic filtered by platforms catches part; what slips through skews both spend and the data steering it.
Where click fraud concentrates
- Display and audience networks with long tails of junk placements
- Competitive keywords where rivals click to drain caps
- Incentivized and farmed mobile traffic
- Publisher self-clicking on revenue-share inventory
Frequently asked questions
How do advertisers spot click fraud?
Divergence: clicks without sessions, placements with high clicks and zero conversions, geographic and hourly spikes that match no customer pattern. The store’s analytics is the cross-check on the platform’s invoice.
What can stores do about it?
Exclude junk placements and suspect geos, use platform invalid-traffic reporting and refunds where offered, add third-party filtering at meaningful spend, and weight optimization toward down-funnel events bots don’t fake well, like purchases.