August 23, 2019

Programmatic Display Ad Fraud Rates Worldwide, by Device, Q2 2019 (among impressions analyzed by Pixalate)

Description

Almost all display ad impression types had increases of IVT between Q3 and Q4 2018 - with the exception of tablet web which decreased its IVT rate.
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Chart Title

Programmatic Display Ad Fraud Rates Worldwide, by Device, Q2 2019 (among impressions analyzed by Pixalate)

Publication Date

August 23, 2019

Sources

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