Fraudsters were still up to no good in Q4, relying on everything from old standards to newer malicious horizons as their assault on publishers, platforms, consumers, and stakeholders continued full throttle.

2020 was historic, and I don’t mean that in a good way. But there’s always a silver lining, even in the most trying of times.

Check out our our 2021 Guide to Blocking Bad Ads and Ensuring Ad Quality – a comprehensive roadmap that platforms and publishers can utilize to successfully navigate the frontlines in the battle of ad quality.

We recently published our 2022 Q1 Ad Quality Report, so take a look at the key trends we’ve identified and how publisher’s are fighting back.

Several key takeaways from presentations related to California regulations.