what turning off an ad fraud bot net looks like

2
marketing.science consulting group, inc. February 2016 / Page 1 marketing.science consulting group, inc. Dr. Augustine Fou Recognizing human vs bot traffic patterns Bot traffic is “programmed” so usually the amount of traffic is the same from hour to hour or day to day (red line, flat across) Human visit websites during waking hours

Upload: dr-augustine-fou-independent-ad-fraud-researcher

Post on 08-Jan-2017

1.437 views

Category:

Data & Analytics


1 download

TRANSCRIPT

Page 1: What Turning Off an Ad Fraud Bot Net Looks Like

marketing.scienceconsulting group, inc.

February 2016 / Page 1marketing.scienceconsulting group, inc.

Dr. Augustine Fou

Recognizing human vs bot traffic patterns

Bot traffic is “programmed” so usually the amount of traffic is the same from hour to hour or day to day (red line, flat across)

Human visit websites during waking hours

Page 2: What Turning Off an Ad Fraud Bot Net Looks Like

marketing.scienceconsulting group, inc.

February 2016 / Page 2marketing.scienceconsulting group, inc.

Dr. Augustine Fou

Normal 5+2 Daily Traffic Patterns

• Notice the normal 5+2 pattern of weekday versus weekend traffic• Human traffic is lowest between 2a – 5a , because humans sleep• Bot volumes are now seen to be roughly tuned to human pattern