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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.Featured In
Digital Ad Fraud 2020Chart 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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