Blog

Insights on click fraud and PPC waste

Research, teardowns and practical guides from the team analysing millions of ad clicks every month.

01

How bot farms mimic real buyers

A breakdown of the behavioural signals that separate a scripted click from a genuine visitor.

02

The true cost of competitor clicking

What repeated clicks from a rival actually do to your CPA and impression share.

03

Reading your gclid data properly

How to use click IDs to connect ad spend with real conversions and offline uploads.

04

Geo targeting leaks to fix today

The five targeting mistakes that quietly send budget to markets you never chose.

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