Types of click fraud
- Bot / data-center traffic — automated scripts from server farms. The bulk of invalid traffic.
- Click farms — low-wage humans or racks of devices clicking ads, often concentrated in specific regions.
- Competitor click-bombing — rivals clicking your search ads to drain budget and worsen your metrics.
- Publisher / affiliate fraud — a dishonest traffic source sending incentivized, bot, or co-reg clicks to earn payouts.
- Click injection / spoofing — mobile attribution fraud that hijacks install or conversion credit.
How it hurts affiliates
On paid traffic you pay per click, so fraud is a direct budget drain with zero conversions — it drags ROAS down and corrupts the data you optimize on. On the network side, fraud you unknowingly send gets your conversions scrubbed or your account flagged, and persistent bad traffic gets you banned. Either way, the numbers you're steering by stop being real.
How platforms detect invalid traffic
Google and Meta run automated IVT filtering — known bot signatures, data-center IP ranges, impossible click patterns, and behavioral anomalies. Networks layer their own fraud scoring, device fingerprinting, and conversion-rate thresholds on top. Detected IVT is either filtered (you're not charged) or scrubbed (conversions removed) — but detection is imperfect and always lags the fraud.
How to detect it yourself
- A spike in clicks with near-zero conversions.
- CTR far above benchmark with no sales.
- Traffic from data-center IPs or unexpected geos.
- Impossibly short time-on-page and zero scroll depth.
- Identical user-agents or device fingerprints repeating.
- Conversion rate that craters when a new placement turns on.
Defending against it
Exclude known-bad placements and data-center IP ranges; add IP and geo blocks; run a click-fraud protection tool (ClickCease, Fraud Blocker, TrafficGuard) on paid search; and request credits for documented IVT from the ad platform. On the network side, cut traffic sources whose conversions consistently scrub. One distinction to keep straight: click fraud is bad traffic coming in; conversion shaving is a network under-reporting the real conversions you drove — a separate dispute covered in the compliance playbook.