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Download the 2018-2019 Bot Baseline Report and learn about how pervasive the bot-based ad fraud problem is.

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Get some additional context for this year's report

Take a look at our previous Bot Baseline Reports

The 2018-2019 Bot Baseline Report is our fourth paper on the pervasiveness of bots in ad fraud. Our previous three iterations of this study have explored similar questions and themes. Review earlier Bot Baseline reports below to gain some perspective on how the fight against bots has changed.

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2014 Bot Baseline Report 2015 Bot Baseline Report 2016-2017 Bot Baseline Report