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WTF is Ad 
Fraud?
Breaking news… 
25-50% of money spent on 
digital advertising is 
wasted!
Advertiser 
Agency 
Publisher
Study Objectives 
• Determine level of bot fraud 
occurring across digital 
advertising of leading national 
advertisers 
• Provide actionable data which 
advertisers can use to assess and 
reduce/eliminate bot fraud in 
future
Bot fraud = 
“The World’s Most Sophisticated 
Cyber Crime” 
- Michael Tiffany, CEO and Co-Founder, 
White Ops
ANA Member Participants
ANA Member Participants
KEY FINDINGS
Video Fraud Higher 
than Display Fraud
Programmatic 
Higher than Non- 
Programmatic
Fraud Higher 
between Midnight 
and 8am
Sourced Traffic has 
Higher Fraud
Action Steps
Advertise During Waking 
Hours 
• Bot percentage varies by time. At night, bot 
fraud represents a much higher proportion 
of the traffic. 
• Advertisers can minimize bots by running 
advertising during waking hours in each 
time zone.
Sourced Traffic 
Transparency 
• Build language in RFPs and IOs that 
require publishers to identify all third party 
sources of traffic. 
• Further, advertisers should have the option 
of rejecting sourced traffic and running 
their advertising only via traffic direct from 
publishers.
Exclude Older Browsers 
• A high percentage of impressions coming 
from IE6 and IE7 browsers are bot traffic. 
• Ask key publishers if they are still active on 
IE6 (2001 original release date) or IE7 
(2007 original release date); if they are, 
consider excluding these impressions from 
your buys.
T&C Language on Non- 
Human 
• Media Company will establish, implement 
and use all commercially reasonable 
technology and methodologies to: (i) 
prevent Fraudulent Traffic; (ii) detect 
Fraudulent Traffic should it occur; and (iii) 
promptly take steps to prevent continuation 
and/or recurrence of occurrences thereof.
Incentivize Your Agency 
• Provide a performance incentive bonus to 
your media agency for fraud management.
4A’s and ANA Join IAB in 
Launching Cross-Industry 
Compliance Organization to 
Combat Ad Fraud, Malware, & 
Piracy 
New Collaborative Initiative To Build a 
Trustworthy Supply Chain, Encouraging 
Marketers and Media Buyers To Further Invest 
in Interactive Marketing
Trustworthy Accountability Group 
TAG
Randall Rothenberg, President and 
CEO, IAB: 
“Criminal activity threatens to erode 
trust in the digital ecosystem,” said. 
“Quality, original content is not 
sufficiently protected against the 
threats of fraudulent traffic, malware 
attacks, and IP piracy, and it is time 
that publishers, marketers and agencies
TAKEAWAY #1 
The industry must re-establish 
trust in the 
digital supply chain.
TAKEAWAY #2 
Advertisers must play an 
active role – more so 
than ever before.
WTF is Ad 
Fraud?

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WTF is Ad Fraud?

  • 1. WTF is Ad Fraud?
  • 2.
  • 3. Breaking news… 25-50% of money spent on digital advertising is wasted!
  • 5.
  • 6. Study Objectives • Determine level of bot fraud occurring across digital advertising of leading national advertisers • Provide actionable data which advertisers can use to assess and reduce/eliminate bot fraud in future
  • 7. Bot fraud = “The World’s Most Sophisticated Cyber Crime” - Michael Tiffany, CEO and Co-Founder, White Ops
  • 11. Video Fraud Higher than Display Fraud
  • 12. Programmatic Higher than Non- Programmatic
  • 13. Fraud Higher between Midnight and 8am
  • 14. Sourced Traffic has Higher Fraud
  • 16. Advertise During Waking Hours • Bot percentage varies by time. At night, bot fraud represents a much higher proportion of the traffic. • Advertisers can minimize bots by running advertising during waking hours in each time zone.
  • 17. Sourced Traffic Transparency • Build language in RFPs and IOs that require publishers to identify all third party sources of traffic. • Further, advertisers should have the option of rejecting sourced traffic and running their advertising only via traffic direct from publishers.
  • 18. Exclude Older Browsers • A high percentage of impressions coming from IE6 and IE7 browsers are bot traffic. • Ask key publishers if they are still active on IE6 (2001 original release date) or IE7 (2007 original release date); if they are, consider excluding these impressions from your buys.
  • 19. T&C Language on Non- Human • Media Company will establish, implement and use all commercially reasonable technology and methodologies to: (i) prevent Fraudulent Traffic; (ii) detect Fraudulent Traffic should it occur; and (iii) promptly take steps to prevent continuation and/or recurrence of occurrences thereof.
  • 20. Incentivize Your Agency • Provide a performance incentive bonus to your media agency for fraud management.
  • 21.
  • 22. 4A’s and ANA Join IAB in Launching Cross-Industry Compliance Organization to Combat Ad Fraud, Malware, & Piracy New Collaborative Initiative To Build a Trustworthy Supply Chain, Encouraging Marketers and Media Buyers To Further Invest in Interactive Marketing
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  • 28. Randall Rothenberg, President and CEO, IAB: “Criminal activity threatens to erode trust in the digital ecosystem,” said. “Quality, original content is not sufficiently protected against the threats of fraudulent traffic, malware attacks, and IP piracy, and it is time that publishers, marketers and agencies
  • 29. TAKEAWAY #1 The industry must re-establish trust in the digital supply chain.
  • 30. TAKEAWAY #2 Advertisers must play an active role – more so than ever before.
  • 31. WTF is Ad Fraud?