SlideShare ist ein Scribd-Unternehmen logo
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

Weitere ähnliche Inhalte

Mehr von Dr. Augustine Fou - Independent Ad Fraud Researcher

Mehr von Dr. Augustine Fou - Independent Ad Fraud Researcher (20)

Impact of Loss of 3P Cookies on Publishers' Ad Revenue
Impact of Loss of 3P Cookies on Publishers' Ad RevenueImpact of Loss of 3P Cookies on Publishers' Ad Revenue
Impact of Loss of 3P Cookies on Publishers' Ad Revenue
 
Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018Entire ecosystem supporting ad fraud 2018
Entire ecosystem supporting ad fraud 2018
 
Digital Media Trust Collaborative
Digital Media Trust CollaborativeDigital Media Trust Collaborative
Digital Media Trust Collaborative
 
Programmatic reach analysis 2021
Programmatic reach analysis 2021Programmatic reach analysis 2021
Programmatic reach analysis 2021
 
2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy2021 update on ad fraud brand safety privacy
2021 update on ad fraud brand safety privacy
 
Browser and OS Share Jan 2021
Browser and OS Share Jan 2021Browser and OS Share Jan 2021
Browser and OS Share Jan 2021
 
Checking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analyticsChecking abnormal referrer traffic in google analytics
Checking abnormal referrer traffic in google analytics
 
History and Impact of Digital Ad Fraud
History and Impact of Digital Ad FraudHistory and Impact of Digital Ad Fraud
History and Impact of Digital Ad Fraud
 
Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020Digital Fraud Viewability Benchmarks Q4 2020
Digital Fraud Viewability Benchmarks Q4 2020
 
What CFEs can do about digital ad fraud
What CFEs can do about digital ad fraudWhat CFEs can do about digital ad fraud
What CFEs can do about digital ad fraud
 
Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020Four types of digital ad spend updated august 2020
Four types of digital ad spend updated august 2020
 
How to Use FouAnalytics For Marketers
How to Use FouAnalytics   For MarketersHow to Use FouAnalytics   For Marketers
How to Use FouAnalytics For Marketers
 
FouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked inFouAnalytics DIY site media analytics fraud detection baked in
FouAnalytics DIY site media analytics fraud detection baked in
 
Investigating digital ad fraud spi virtual meeting
Investigating digital ad fraud   spi virtual meetingInvestigating digital ad fraud   spi virtual meeting
Investigating digital ad fraud spi virtual meeting
 
Fraud by Browser Study
Fraud by Browser StudyFraud by Browser Study
Fraud by Browser Study
 
Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1Digital Ad Fraud FAQ Question 1
Digital Ad Fraud FAQ Question 1
 
Digital ad dollars trickle down chart
Digital ad dollars trickle down chartDigital ad dollars trickle down chart
Digital ad dollars trickle down chart
 
Botnets used for ad fraud spam ddos attacks
Botnets used for ad fraud spam ddos attacksBotnets used for ad fraud spam ddos attacks
Botnets used for ad fraud spam ddos attacks
 
Marketer Outcomes Study
Marketer Outcomes StudyMarketer Outcomes Study
Marketer Outcomes Study
 
Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020Ad fraud update for publishers Feb 2020
Ad fraud update for publishers Feb 2020
 

Kürzlich hochgeladen

Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRLLucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
imonikaupta
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
soniya singh
 
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
soniya singh
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
soniya singh
 
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
Chandigarh Call girls 9053900678 Call girls in Chandigarh
 

Kürzlich hochgeladen (20)

Trump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts SweatshirtTrump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts Sweatshirt
 
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRLLucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
Lucknow ❤CALL GIRL 88759*99948 ❤CALL GIRLS IN Lucknow ESCORT SERVICE❤CALL GIRL
 
VIP Model Call Girls Hadapsar ( Pune ) Call ON 9905417584 Starting High Prof...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 9905417584 Starting  High Prof...VIP Model Call Girls Hadapsar ( Pune ) Call ON 9905417584 Starting  High Prof...
VIP Model Call Girls Hadapsar ( Pune ) Call ON 9905417584 Starting High Prof...
 
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Prashant Vihar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
 
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark WebGDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
GDG Cloud Southlake 32: Kyle Hettinger: Demystifying the Dark Web
 
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort ServiceEnjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
Enjoy Night⚡Call Girls Dlf City Phase 3 Gurgaon >༒8448380779 Escort Service
 
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort ServiceBusty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
 
(INDIRA) Call Girl Pune Call Now 8250077686 Pune Escorts 24x7
(INDIRA) Call Girl Pune Call Now 8250077686 Pune Escorts 24x7(INDIRA) Call Girl Pune Call Now 8250077686 Pune Escorts 24x7
(INDIRA) Call Girl Pune Call Now 8250077686 Pune Escorts 24x7
 
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...Pune Airport ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready...
Pune Airport ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready...
 
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Sukhdev Vihar Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
 
Real Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirtReal Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirt
 
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night StandHot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
 
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
Call Now ☎ 8264348440 !! Call Girls in Shahpur Jat Escort Service Delhi N.C.R.
 
WhatsApp 📞 8448380779 ✅Call Girls In Mamura Sector 66 ( Noida)
WhatsApp 📞 8448380779 ✅Call Girls In Mamura Sector 66 ( Noida)WhatsApp 📞 8448380779 ✅Call Girls In Mamura Sector 66 ( Noida)
WhatsApp 📞 8448380779 ✅Call Girls In Mamura Sector 66 ( Noida)
 
Dubai=Desi Dubai Call Girls O525547819 Outdoor Call Girls Dubai
Dubai=Desi Dubai Call Girls O525547819 Outdoor Call Girls DubaiDubai=Desi Dubai Call Girls O525547819 Outdoor Call Girls Dubai
Dubai=Desi Dubai Call Girls O525547819 Outdoor Call Girls Dubai
 
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
Low Sexy Call Girls In Mohali 9053900678 🥵Have Save And Good Place 🥵
 

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