March 2017 / Page 0marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Better media leads to better outcomes
Measure
Ads
Measure
Arrivals
Measure
Conversions
346
1743
5
156
A
B
30X more human
conversion events
• More arrivals
• Better quality
more humans (blue)
good publishers
low-cost media,
ad exchanges
March 2017 / Page 1marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
“Humanness” of different sources
Organic sources
have more humans
(dark blue)
Conversion actions (calls)
are well correlated to
humans; bots don’t call
March 2017 / Page 2marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Higher quality means lower cost per human
Lower quality paid sources
mean higher cost per human
acquired – like 11X the cost.
Sources of different
quality send widely
different amounts of
humans to landing pages.
March 2017 / Page 3marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Bifurcate good publishers from others
100% bot traffic
“fake (cash out) sites”
• No content
• Stolen content
• Fake content
“sites with real content that
real humans want to read”
Source: DCN/ WhiteOps 2015
“sites you’ve heard of”
WSJ
ESPN
NYTimes
Economist
Reuters
Elle
Good Publishers
(good business practices)
“sites that carry ads”
March 2017 / Page 4marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Good publishers have good practices
“sites that source traffic”
vs
good business practices
result in good looking data
March 2017 / Page 5marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Dr. Augustine Fou – Independent Ad Fraud Researcher
2013
2014
Follow me on LinkedIn (click) and on Twitter
@acfou (click)
Further reading:
http://www.slideshare.net/augustinefou/presentations
https://www.linkedin.com/today/author/augustinefou
2016
2015
March 2017 / Page 6marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Harvard Business Review – October 2015
Excerpt:
Hunting the Bots
Fou, a prodigy who earned a Ph.D. from MIT at
23, belongs to the generation that witnessed
the rise of digital marketers, having crafted his
trade at American Express, one of the most
successful American consumer brands, and at
Omnicom, one of the largest global advertising
agencies. Eventually stepping away from
corporate life, Fou started his own practice,
focusing on digital marketing fraud
investigation.
Fou’s experiment proved that fake traffic is
unproductive traffic. The fake visitors inflated
the traffic statistics but contributed nothing to
conversions, which stayed steady even after the
traffic plummeted (bottom chart). Fake traffic is
generated by “bad-guy bots.” A bot is computer
code that runs automated tasks.

Better Media Means Better Outcomes and ROI Augustine Fou

  • 1.
    March 2017 /Page 0marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Better media leads to better outcomes Measure Ads Measure Arrivals Measure Conversions 346 1743 5 156 A B 30X more human conversion events • More arrivals • Better quality more humans (blue) good publishers low-cost media, ad exchanges
  • 2.
    March 2017 /Page 1marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou “Humanness” of different sources Organic sources have more humans (dark blue) Conversion actions (calls) are well correlated to humans; bots don’t call
  • 3.
    March 2017 /Page 2marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Higher quality means lower cost per human Lower quality paid sources mean higher cost per human acquired – like 11X the cost. Sources of different quality send widely different amounts of humans to landing pages.
  • 4.
    March 2017 /Page 3marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Bifurcate good publishers from others 100% bot traffic “fake (cash out) sites” • No content • Stolen content • Fake content “sites with real content that real humans want to read” Source: DCN/ WhiteOps 2015 “sites you’ve heard of” WSJ ESPN NYTimes Economist Reuters Elle Good Publishers (good business practices) “sites that carry ads”
  • 5.
    March 2017 /Page 4marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Good publishers have good practices “sites that source traffic” vs good business practices result in good looking data
  • 6.
    March 2017 /Page 5marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Dr. Augustine Fou – Independent Ad Fraud Researcher 2013 2014 Follow me on LinkedIn (click) and on Twitter @acfou (click) Further reading: http://www.slideshare.net/augustinefou/presentations https://www.linkedin.com/today/author/augustinefou 2016 2015
  • 7.
    March 2017 /Page 6marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Harvard Business Review – October 2015 Excerpt: Hunting the Bots Fou, a prodigy who earned a Ph.D. from MIT at 23, belongs to the generation that witnessed the rise of digital marketers, having crafted his trade at American Express, one of the most successful American consumer brands, and at Omnicom, one of the largest global advertising agencies. Eventually stepping away from corporate life, Fou started his own practice, focusing on digital marketing fraud investigation. Fou’s experiment proved that fake traffic is unproductive traffic. The fake visitors inflated the traffic statistics but contributed nothing to conversions, which stayed steady even after the traffic plummeted (bottom chart). Fake traffic is generated by “bad-guy bots.” A bot is computer code that runs automated tasks.