Sizing and estimating the amount of digital ad fraud, compared with digital ad spend.

1. Augustine Fou- 1 -
Dr. Augustine Fou
http://linkd.in/augustinefou
July 2014
Benchmarking
Digital Ad Fraud

2. Augustine Fou- 2 -
Main Types of Digital Ads
Impressions
(CPM/CPV)
Clicks
(CPC)
Leads
(CPL)
Sales
(CPA)
• Display ads
• Video ads
• Social display
• Mobile display
• Search ads
• Mobile search
• Affiliate
revenue share
• Completed
lead forms
sold on cost-
per-lead basis

3. Augustine Fou- 3 -
Digital Ad Spend (IAB FY 2013)
Impressions
(CPM/CPV)
Clicks
(CPC)
Leads
(CPL)
Sales
(CPA)
Search 43%
$18.5B
Video 7%
$3.0B
Lead Gen 4%
$1.7B
11% Other
$4.8B
Source: IAB, FY 2013 Internet Advertising Report, April 2014
$36.2B
Display 19%
$8.2B
Mobile 15%
$3.7B$2.8B
NOTE: figures from IAB FY 2013
($43B annual ad spend)
CPM Performance
• classifieds
• sponsorship
• rich media
• email
$6.5B

4. Augustine Fou- 4 -
Digital Ad Fraud Estimates
Impressions
(CPM/CPV)
Clicks
(CPC)
Search
$18.5B
$36.2B Ad Spend
Display
$8.2B
Video
$3.0B
Mobile
$3.7B$2.8B
(U.S. digital ad spend only)
DollarsAvg Fraud Rate
$4B50%Display
$2B60%Video
$6B30%Search
$2B40%Mobile
$14BTOTALS 39%
Multiple sources

5. Augustine Fou- 5 -
Dr. Augustine Fou – Digital Consigliere
“I advise clients on optimizing
advertising across all channels. One
main area of focus is reducing ad waste
due to fraud – fake impressions, clicks,
leads, and sales.”
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
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LinkedIn: http://linkd.in/augustinefou