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1 von 4
AugustineFou- 1 -
Bot Activity by Hour
Peak bot
activity hours humans awake;
visiting websites
AugustineFou- 2 -
Typical Hour-of-Day Pattern
humans sleeping
humans awake;
visiting websites
AugustineFou- 3 -
Dr. Augustine Fou – Digital Consigliere
“I research ad fraud so I can advise
clients on how to detect and mitigate it.
This has the most direct mpact on the
ROI of their digital marketing programs
(i.e. Reducing ad waste due to fraud).”
FORMER CHIEF DIGITAL OFFICER, HCG (OMNICOM)
MCKINSEY CONSULTANT
CLIENT SIDE / AGENCY SIDE EXPERIENCE
PROFESSOR AND COLUMNIST
ENTREPRENEUR / SMALL BUSINESS OWNER
PHD MATERIALS SCIENCE (MIT '95) AT AGE 23
@acfou
ClickZ Articles: http://bit.ly/augustine-fou-clickz
Slideshares: http://bit.ly/augustine-fou-slideshares
LinkedIn: https://www.linkedin.com/today/author/84444-augustinefou
AugustineFou- 4 -
Related Articles
Augustine Fou- 4 -
http://www.slideshare.net/augustinefou/how-click-fraud-search-ad-fraud-
works-analysis-by-augustine-fou
http://www.slideshare.net/augustinefou/proof-positive-click-fraud-
impacting-retailers-by-augustine-fou
http://www.slideshare.net/augustinefou/proof-positive-click-fraud-sites-
investigation-by-augustine-fou
http://www.slideshare.net/augustinefou/ad-fraud-estimates-by-augustine-fou-
technical-forensics-32293935
http://www.slideshare.net/augustinefou/fake-traffic-site-examples-2014-
augustine-fou

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Bot Activity by Hour of Day Research by Augustine Fou

  • 1. AugustineFou- 1 - Bot Activity by Hour Peak bot activity hours humans awake; visiting websites
  • 2. AugustineFou- 2 - Typical Hour-of-Day Pattern humans sleeping humans awake; visiting websites
  • 3. AugustineFou- 3 - Dr. Augustine Fou – Digital Consigliere “I research ad fraud so I can advise clients on how to detect and mitigate it. This has the most direct mpact on the ROI of their digital marketing programs (i.e. Reducing ad waste due to fraud).” FORMER CHIEF DIGITAL OFFICER, HCG (OMNICOM) MCKINSEY CONSULTANT CLIENT SIDE / AGENCY SIDE EXPERIENCE PROFESSOR AND COLUMNIST ENTREPRENEUR / SMALL BUSINESS OWNER PHD MATERIALS SCIENCE (MIT '95) AT AGE 23 @acfou ClickZ Articles: http://bit.ly/augustine-fou-clickz Slideshares: http://bit.ly/augustine-fou-slideshares LinkedIn: https://www.linkedin.com/today/author/84444-augustinefou
  • 4. AugustineFou- 4 - Related Articles Augustine Fou- 4 - http://www.slideshare.net/augustinefou/how-click-fraud-search-ad-fraud- works-analysis-by-augustine-fou http://www.slideshare.net/augustinefou/proof-positive-click-fraud- impacting-retailers-by-augustine-fou http://www.slideshare.net/augustinefou/proof-positive-click-fraud-sites- investigation-by-augustine-fou http://www.slideshare.net/augustinefou/ad-fraud-estimates-by-augustine-fou- technical-forensics-32293935 http://www.slideshare.net/augustinefou/fake-traffic-site-examples-2014- augustine-fou