What are the main causes of wasted ad spend on Google Ads?

The main causes include automated web scrapers, click farms, and proxy networks clicking your ads. These bots fire conversion pixels, corrupting ad algorithms and causing the platform to target more non-human traffic. Additionally, low-quality Audience Network placements can generate fraudulent clicks, leading to budget exhaustion and inflated cost per acquisition.