SlideShare a Scribd company logo
Bot-Free
Traffic Origination
Super-Networks
December 2017
Augustine Fou, PhD.
acfou [at] mktsci.com
212. 203 .7239
December 2017 / Page 1marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
“Page redirects are a well-known blackhat
technique to disguise the real origins of traffic.
Now page redirects are observed to be creating,
originating traffic out of thin air, fully laundered.
This form of fake traffic is undetectable by fraud
detection tech because no bots are required.”
December 2017 / Page 2marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Big redirect traffic sellers …
How much does it cost?How much is available?
December 2017 / Page 3marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
How-To Guides from 2011-2017
a.k.a. “zero-click” “pop-under” “forced-view” “auto-nav”
“pop-under and redirect traffic is well known in porn; what’s
proven in porn is now used mainstream to make ad revenue.”
December 2017 / Page 4marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Sites buy traffic, sell ad inventory
Ads sold throughBuy traffic for
$1.70 CPM
Sell ads for
$5 - $10 CPMs
Marketers duped
Source: SimilarWeb
Source: SimilarWeb
REMOVED
December 2017 / Page 5marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Observed example – dingit.tv
Source: SimilarWeb
purchased traffic
Pages with redir JS
dingit.tv
fake sites
ORIGINATING
traffic
Pages with redir JS
Carried ads for …
December 2017 / Page 6marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Family of fake “highlight” sites
Same traffic, same shape, same pages/visit, same bounce
dotahighlight.net sc2spotlight.com
starcrafthighlights.com hotsspotlights.com csspotlights.com
hotsspotlight.com hotshighlight.com csplayback.com
sc2highlight.org
Source: SimilarWeb
December 2017 / Page 7marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Audience overlap is abnormal
The audience overlap (same users going to all these
sites) among the “highlight” sites appear abnormally
high.
This is consistent with botnets and redirect networks.
Source: Alexa
December 2017 / Page 8marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Fake site – pipeschannels.com
Redirects to
Google.com
when visited
Large volumes
Source: SimilarWeb
December 2017 / Page 9marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Non-existent site, 100% redirects
adware/malware
(redirect virus)
No pages,
100% redirects
December 2017 / Page 10marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Previously exposed fraud
December 2017 / Page 11marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Screenrush generating fake traffic
Gets traffic from Sends traffic to
screenrush.io
Source: SimilarWeb
https://www.buzzfeed.com/craigsilverman/remember-tom
December 2017 / Page 12marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Family of fake “arcade” sites
Same traffic, same shape, same pages/visit, same bounce
arcadetsunami.com antarcade.com airarcade.com arcadewow.com
arcadefancy.com arcadecore.com arcadeamazing.com arcadeearth.com
arcadesync.com arcadebreak.com
Source: SimilarWeb
Source: Alexa
December 2017 / Page 13marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Audience overlap is abnormal
The audience overlap among
the “arcade” sites also show
abnormal overlap or clustering.
Source: Alexa
December 2017 / Page 14marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
“grand daddy” of ad fraud - Blinkx
Gets traffic from same “arcade, redirect, games” families
REFERENCE:
http://www.benedelman.org/news/012814-1.html
Source: SimilarWeb
December 2017 / Page 15marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Mobile apps also load ads w/o bots
May 26 Forbes “Judy Malware”
• 40 bad apps to load ads
• 36 million fake devices to load
bad apps
• e.g. 30 ads per device /minute
• 30 ads per minute = 1 billion
fraud impressions per minute
June 1 Checkpoint “Fireball”
• 250 million infected computers
• primary use = traffic for ad
fraud
• 4 ads /pageview (2s load time)
• fraudulent impressions at the
rate of 30 billion per minute
December 2017 / Page 16marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Redirect traffic origination
observed in the wild
December 2017 / Page 17marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Not human traffic from redirects
redirect network
starting to send traffic
monitored website
December 2017 / Page 18marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Top 4 Referrers – same exact pattern
December 2017 / Page 19marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Sample of auto-redirects - NSFW
https://higheurest.com/afu.php?zoneid=1407888&var=340505
http://pebadu.com/afu.php?zoneid=1346827&var=1366409
http://moradu.com/afu.php?zoneid=1000394&var=622903
http://newstarads.com/afu.php?zoneid=1407888&var=1328435
http://bestadbid.com/afu.php?zoneid=1407888&var=1409806
http://wonderlandads.com/afu.php?zoneid=1376718&var=881673
http://vebadu.com/afu.php?zoneid=1130319&var=1431813
http://jebadu.com/afu.php?zoneid=1352060&var=1175344
http://yoredi.com/afu.php?zoneid=1428558&var=1428506
NSFW
NSFW
NSFW
(also leads
to porn and
malware)
NSFW
NSFW
NSFW
http://fedsit.com/afu.php?zoneid=1208001&var=1220218
http://deloton.com/afu.php?zoneid=1365143&var=1241630
http://pipeschannels.com/afu.php?zoneid=1365143&var=471151
December 2017 / Page 20marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Example fake site - fedsit.com
Source: SimilarWeb
December 2017 / Page 21marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Non-existent site – fedsit.com
December 2017 / Page 22marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Gets traffic from other fake sources
100% from
Unknown, fake,
Porn/Adult
Source: SimilarWeb
December 2017 / Page 23marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Even larger traffic
origination super-networks
December 2017 / Page 24marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Less than 6 mo old; huge volumes
Source: SimilarWeb
December 2017 / Page 25marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Fake sites feeding traffic to others
Source: SimilarWeb
Source: SimilarWeb
December 2017 / Page 26marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Details of fake site – exosrv.com
Source: SimilarWeb
December 2017 / Page 27marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Details of fake site – cpm10.com
Source: SimilarWeb
December 2017 / Page 28marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Details of fake site - redirect2719.ws
Source: SimilarWeb
December 2017 / Page 29marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Details of fake site - 20a840a14a0ef7d6.com
Source: SimilarWeb
December 2017 / Page 30marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Countless more fake sites/apps
1221e236c3f8703.com
62b70ac32d4614b.com
a6f845e6c37b2833148.com
da60995df247712.com
d869381a42af33b.com
a1b1ea8f418ca02ad4e.com
1de10ecf04779.com
2c0dad36bdb9eb859f0.com
a6be07586bc4a7.com
fe95a992e6afb.com
42eed1a0d9c129.com
da6fda11b2b0ba.com
afa9bdfa63bf7.com
739c49a8c68917.com
baa2e174884c9c0460e.com
d602196786e42d.com
153105c2f9564.com
8761f9f83613.com
20a840a14a0ef7d6.com
31a5610ce3a8a2.com
5726303d87522d05.com
3ac901bf5793b0fccff.com
b014381c95cb.com
2137dc12f9d8.com
06f09b1008ae993a5a.com
fbfd396918c60838.com
97ff623306ff4c26996.com
b1f6fe5e3f0c3c8ba6.com
23205523023daea6.com
6068a17eed25.com
b1fe8a95ae27823.com
f4906b7c15ba.com
eac0823ca94e3c07.com
1f7de8569ea97f0614.com
21c9a53484951.com
24ad89fc2690ed9369.com
efd3b86a5fbddda.com
34c2f22e9503ace.com
0926a687679d337e9d.com
6a40194bef976cc.com
33ae985c0ea917.com
02aa19117f396e9.com
f8260adbf8558d6.com
9376ec23d50b1.com
pushedwebnews.com
a0675c1160de6c6.com
0f461325bf56c3e1b9.com
850a54dbd2398a2.com
com.dxnxbgj.mkridqxviiqaogw
com.obugniljhe.fptvznqwhmcjm
com.bpo.ksuhpsdkgvbtlsw
com.rlcznwgouw.vvtexstbfttngc
com.kasbgf.sbzwtgpcbjexi
com.bprlgbl.vbze
com.zka.lzhsoueilo
com.alxsavx.mizzucnlb
com.jxknvk.lrwfdfirdzpsw
com.tvwvqbt.wbshaguqy
com.iwnxtpahcu.leyuehdwdbb
com.okf.rhvemtykfibzpxj
com.obpmirzste.ldsjpv
com.zmm.shmxvjxnsagndui
com.nqzwr.leusrmpmsq
com.rced.zcdsglptpdlwpu
com.kerms.ehlsgnc
com.cmia.iabhheltm
com.skggynmtx.tyyjnwpefvqtll
com.kgdtltnuv.hayvfhob
com.ztzsiqg.dyojlxdscxws
com.xlwuqe.ddrdhsuosbn
com.rkrhmzee.wjcoznxu
com.ebhzb.hbzvomzpcctovj
Fake sites Fake sites Fake apps
December 2017 / Page 31marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Examples of big
advertisers being defrauded
December 2017 / Page 32marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
healthyway.com - big advertisers
Ads sold through
Source: SimilarWeb
December 2017 / Page 33marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
healthyway.com IS suspicious
323 million daily impressions
= 9.9 billion monthly impressions
7.5 million visits /mo
= 1322 ads/visit
9.2 million pageviews /mo
= 1075 ads/pageview
December 2017 / Page 34marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
therichest.com - big advertisers
Ads sold through
REMOVED
December 2017 / Page 35marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
therichest.com IS suspicious
308 million daily impressions
= 9.4 billion monthly impressions
17.4 million visits /mo
= 540 ads/visit
9.2 million pageviews /mo
= 159 ads/pageview
REMOVED
December 2017 / Page 36marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
What “normal” looks like
December 2017 / Page 37marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
cnn.com appears normal – ads/pg
381 million daily impressions
= 11.6 billion monthly impressions
553 million visits /mo
= 21 ads/visit
1.3 billion pageviews /mo
= 9 ads/pageview
December 2017 / Page 38marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
weather.com appears normal
318 million daily impressions
= 9.7 billion monthly impressions
262 million visits /mo
= 37 ads/visit
597 million pgviews /mo
= 16 ads/pageview
December 2017 / Page 39marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
Facilitator Ad Exchange:
Propeller Ads Media
December 2017 / Page 40marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
PropellerAds.com
http://www.bloggersideas.com/propeller-ads-review/
December 2017 / Page 41marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
fedsit.com
Gets traffic FROM Sends traffic TO
Source: SimilarWeb
December 2017 / Page 42marketing.scienceconsulting group, inc.
linkedin.com/in/augustinefou
pipeschannels.com
Gets traffic FROM Sends traffic TO
Source: SimilarWeb

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Traffic origination super networks v redacted

  • 1. Bot-Free Traffic Origination Super-Networks December 2017 Augustine Fou, PhD. acfou [at] mktsci.com 212. 203 .7239
  • 2. December 2017 / Page 1marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou “Page redirects are a well-known blackhat technique to disguise the real origins of traffic. Now page redirects are observed to be creating, originating traffic out of thin air, fully laundered. This form of fake traffic is undetectable by fraud detection tech because no bots are required.”
  • 3. December 2017 / Page 2marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Big redirect traffic sellers … How much does it cost?How much is available?
  • 4. December 2017 / Page 3marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou How-To Guides from 2011-2017 a.k.a. “zero-click” “pop-under” “forced-view” “auto-nav” “pop-under and redirect traffic is well known in porn; what’s proven in porn is now used mainstream to make ad revenue.”
  • 5. December 2017 / Page 4marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Sites buy traffic, sell ad inventory Ads sold throughBuy traffic for $1.70 CPM Sell ads for $5 - $10 CPMs Marketers duped Source: SimilarWeb Source: SimilarWeb REMOVED
  • 6. December 2017 / Page 5marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Observed example – dingit.tv Source: SimilarWeb purchased traffic Pages with redir JS dingit.tv fake sites ORIGINATING traffic Pages with redir JS Carried ads for …
  • 7. December 2017 / Page 6marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Family of fake “highlight” sites Same traffic, same shape, same pages/visit, same bounce dotahighlight.net sc2spotlight.com starcrafthighlights.com hotsspotlights.com csspotlights.com hotsspotlight.com hotshighlight.com csplayback.com sc2highlight.org Source: SimilarWeb
  • 8. December 2017 / Page 7marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Audience overlap is abnormal The audience overlap (same users going to all these sites) among the “highlight” sites appear abnormally high. This is consistent with botnets and redirect networks. Source: Alexa
  • 9. December 2017 / Page 8marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Fake site – pipeschannels.com Redirects to Google.com when visited Large volumes Source: SimilarWeb
  • 10. December 2017 / Page 9marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Non-existent site, 100% redirects adware/malware (redirect virus) No pages, 100% redirects
  • 11. December 2017 / Page 10marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Previously exposed fraud
  • 12. December 2017 / Page 11marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Screenrush generating fake traffic Gets traffic from Sends traffic to screenrush.io Source: SimilarWeb https://www.buzzfeed.com/craigsilverman/remember-tom
  • 13. December 2017 / Page 12marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Family of fake “arcade” sites Same traffic, same shape, same pages/visit, same bounce arcadetsunami.com antarcade.com airarcade.com arcadewow.com arcadefancy.com arcadecore.com arcadeamazing.com arcadeearth.com arcadesync.com arcadebreak.com Source: SimilarWeb Source: Alexa
  • 14. December 2017 / Page 13marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Audience overlap is abnormal The audience overlap among the “arcade” sites also show abnormal overlap or clustering. Source: Alexa
  • 15. December 2017 / Page 14marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou “grand daddy” of ad fraud - Blinkx Gets traffic from same “arcade, redirect, games” families REFERENCE: http://www.benedelman.org/news/012814-1.html Source: SimilarWeb
  • 16. December 2017 / Page 15marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Mobile apps also load ads w/o bots May 26 Forbes “Judy Malware” • 40 bad apps to load ads • 36 million fake devices to load bad apps • e.g. 30 ads per device /minute • 30 ads per minute = 1 billion fraud impressions per minute June 1 Checkpoint “Fireball” • 250 million infected computers • primary use = traffic for ad fraud • 4 ads /pageview (2s load time) • fraudulent impressions at the rate of 30 billion per minute
  • 17. December 2017 / Page 16marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Redirect traffic origination observed in the wild
  • 18. December 2017 / Page 17marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Not human traffic from redirects redirect network starting to send traffic monitored website
  • 19. December 2017 / Page 18marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Top 4 Referrers – same exact pattern
  • 20. December 2017 / Page 19marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Sample of auto-redirects - NSFW https://higheurest.com/afu.php?zoneid=1407888&var=340505 http://pebadu.com/afu.php?zoneid=1346827&var=1366409 http://moradu.com/afu.php?zoneid=1000394&var=622903 http://newstarads.com/afu.php?zoneid=1407888&var=1328435 http://bestadbid.com/afu.php?zoneid=1407888&var=1409806 http://wonderlandads.com/afu.php?zoneid=1376718&var=881673 http://vebadu.com/afu.php?zoneid=1130319&var=1431813 http://jebadu.com/afu.php?zoneid=1352060&var=1175344 http://yoredi.com/afu.php?zoneid=1428558&var=1428506 NSFW NSFW NSFW (also leads to porn and malware) NSFW NSFW NSFW http://fedsit.com/afu.php?zoneid=1208001&var=1220218 http://deloton.com/afu.php?zoneid=1365143&var=1241630 http://pipeschannels.com/afu.php?zoneid=1365143&var=471151
  • 21. December 2017 / Page 20marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Example fake site - fedsit.com Source: SimilarWeb
  • 22. December 2017 / Page 21marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Non-existent site – fedsit.com
  • 23. December 2017 / Page 22marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Gets traffic from other fake sources 100% from Unknown, fake, Porn/Adult Source: SimilarWeb
  • 24. December 2017 / Page 23marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Even larger traffic origination super-networks
  • 25. December 2017 / Page 24marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Less than 6 mo old; huge volumes Source: SimilarWeb
  • 26. December 2017 / Page 25marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Fake sites feeding traffic to others Source: SimilarWeb Source: SimilarWeb
  • 27. December 2017 / Page 26marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Details of fake site – exosrv.com Source: SimilarWeb
  • 28. December 2017 / Page 27marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Details of fake site – cpm10.com Source: SimilarWeb
  • 29. December 2017 / Page 28marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Details of fake site - redirect2719.ws Source: SimilarWeb
  • 30. December 2017 / Page 29marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Details of fake site - 20a840a14a0ef7d6.com Source: SimilarWeb
  • 31. December 2017 / Page 30marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Countless more fake sites/apps 1221e236c3f8703.com 62b70ac32d4614b.com a6f845e6c37b2833148.com da60995df247712.com d869381a42af33b.com a1b1ea8f418ca02ad4e.com 1de10ecf04779.com 2c0dad36bdb9eb859f0.com a6be07586bc4a7.com fe95a992e6afb.com 42eed1a0d9c129.com da6fda11b2b0ba.com afa9bdfa63bf7.com 739c49a8c68917.com baa2e174884c9c0460e.com d602196786e42d.com 153105c2f9564.com 8761f9f83613.com 20a840a14a0ef7d6.com 31a5610ce3a8a2.com 5726303d87522d05.com 3ac901bf5793b0fccff.com b014381c95cb.com 2137dc12f9d8.com 06f09b1008ae993a5a.com fbfd396918c60838.com 97ff623306ff4c26996.com b1f6fe5e3f0c3c8ba6.com 23205523023daea6.com 6068a17eed25.com b1fe8a95ae27823.com f4906b7c15ba.com eac0823ca94e3c07.com 1f7de8569ea97f0614.com 21c9a53484951.com 24ad89fc2690ed9369.com efd3b86a5fbddda.com 34c2f22e9503ace.com 0926a687679d337e9d.com 6a40194bef976cc.com 33ae985c0ea917.com 02aa19117f396e9.com f8260adbf8558d6.com 9376ec23d50b1.com pushedwebnews.com a0675c1160de6c6.com 0f461325bf56c3e1b9.com 850a54dbd2398a2.com com.dxnxbgj.mkridqxviiqaogw com.obugniljhe.fptvznqwhmcjm com.bpo.ksuhpsdkgvbtlsw com.rlcznwgouw.vvtexstbfttngc com.kasbgf.sbzwtgpcbjexi com.bprlgbl.vbze com.zka.lzhsoueilo com.alxsavx.mizzucnlb com.jxknvk.lrwfdfirdzpsw com.tvwvqbt.wbshaguqy com.iwnxtpahcu.leyuehdwdbb com.okf.rhvemtykfibzpxj com.obpmirzste.ldsjpv com.zmm.shmxvjxnsagndui com.nqzwr.leusrmpmsq com.rced.zcdsglptpdlwpu com.kerms.ehlsgnc com.cmia.iabhheltm com.skggynmtx.tyyjnwpefvqtll com.kgdtltnuv.hayvfhob com.ztzsiqg.dyojlxdscxws com.xlwuqe.ddrdhsuosbn com.rkrhmzee.wjcoznxu com.ebhzb.hbzvomzpcctovj Fake sites Fake sites Fake apps
  • 32. December 2017 / Page 31marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Examples of big advertisers being defrauded
  • 33. December 2017 / Page 32marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou healthyway.com - big advertisers Ads sold through Source: SimilarWeb
  • 34. December 2017 / Page 33marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou healthyway.com IS suspicious 323 million daily impressions = 9.9 billion monthly impressions 7.5 million visits /mo = 1322 ads/visit 9.2 million pageviews /mo = 1075 ads/pageview
  • 35. December 2017 / Page 34marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou therichest.com - big advertisers Ads sold through REMOVED
  • 36. December 2017 / Page 35marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou therichest.com IS suspicious 308 million daily impressions = 9.4 billion monthly impressions 17.4 million visits /mo = 540 ads/visit 9.2 million pageviews /mo = 159 ads/pageview REMOVED
  • 37. December 2017 / Page 36marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou What “normal” looks like
  • 38. December 2017 / Page 37marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou cnn.com appears normal – ads/pg 381 million daily impressions = 11.6 billion monthly impressions 553 million visits /mo = 21 ads/visit 1.3 billion pageviews /mo = 9 ads/pageview
  • 39. December 2017 / Page 38marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou weather.com appears normal 318 million daily impressions = 9.7 billion monthly impressions 262 million visits /mo = 37 ads/visit 597 million pgviews /mo = 16 ads/pageview
  • 40. December 2017 / Page 39marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou Facilitator Ad Exchange: Propeller Ads Media
  • 41. December 2017 / Page 40marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou PropellerAds.com http://www.bloggersideas.com/propeller-ads-review/
  • 42. December 2017 / Page 41marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou fedsit.com Gets traffic FROM Sends traffic TO Source: SimilarWeb
  • 43. December 2017 / Page 42marketing.scienceconsulting group, inc. linkedin.com/in/augustinefou pipeschannels.com Gets traffic FROM Sends traffic TO Source: SimilarWeb