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Mobile Behavioural Analytics
Kulpreet Singh, SVP, AbsolutData
Bob Burgoyne, Development Director, TNS
A new window on the soul…….. Mobile Behavioural Analytics
1. The Data Challenge
2. The Insight Challenge – (Two of) Four Lessons
3. The Marketing Challenge – (Two of ) Five Rules
4. Wrap up
The Data Challenge
Over 20 Millions hours of unstructured data analyzed to identify
Consumer Behavior
(Two of) Four Lessons
The Insight Challenge
Lesson One:
Back to the Data
00:31 07:00 13:02 20:05
Bid Weather Glance Travel
Restaur
ant
Online -
Won the
Bid
Social
Network
INACTIVITY
INACTIVITY
INACTIVITY
Reserves Restaurant on Food site – Date confirmed
Updates Social Network
Auction
Session 1 Session 2
Alarm
Clock
Session 3
Dating
Session 4
Travel
Lesson Two:
Find the Key
Mapping day wise Activity/Inactivity to identify sessions of activity in a
day, that are made up of different chapters of behavior.
TimeTypical Mobile Session
Inactivity > 20
Min
Session 1 Session 2 Inactivity > 20
Min
Low Duration
Low Density
Low Chapter Count
High Duration
High Density
High Chapter Count
Activity
Inactivity
End of Session
Start of Session
A typical session includes 7-8 distinct chapters/phases of behaviour
Chapters of behaviour are classified
into one of 5 high level typologies
(Two of) Five Rules
The Marketing Challenge
Purpose is king
The 5 high level chapter types are actually nets of 41 distinct
types of behaviour
5 Big Macs – distributing into 41 chapters
DISCOVERY &
KNOWLEDGE
SOCIALISING
CASUAL BROWSING
COMMUNICATION
ENTERTAINMENT
Purpose is king
RULE THREE: ADAPT TO THE HUMAN PURPOSE
The
BIG 5
New
possibilities
around the
‘who’ and ‘when’
Granular basis for segmenting both ‘who’ and ‘when’
New
possibilities
around the
‘who’ and ‘when’
RULE FOUR: USE RICH TARGETING OPPORTUNITIES
Both people
and their day
parts…
Wrap up
Lesson One:
Back to the Data
Lesson Two:
Find the key
Lesson Three:
Prototype
Lesson Four:
Always Agile
As research experts…
As marketing professionals
RULE 1:
Cut through and
engagement
RULE 2:
Find the right
rhythm
RULE 3:
Adapt to the
human purpose
RULE 4:
Use rich targeting
opportunities
RULE 5:
Breadth supports
stickiness
Thanks

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Brighton SEO | April 2024 | Data Storytelling
 

Mobile Behavioral Analytics - A new window on the soul

  • 1. Mobile Behavioural Analytics Kulpreet Singh, SVP, AbsolutData Bob Burgoyne, Development Director, TNS
  • 2. A new window on the soul…….. Mobile Behavioural Analytics 1. The Data Challenge 2. The Insight Challenge – (Two of) Four Lessons 3. The Marketing Challenge – (Two of ) Five Rules 4. Wrap up
  • 4. Over 20 Millions hours of unstructured data analyzed to identify Consumer Behavior
  • 5. (Two of) Four Lessons The Insight Challenge
  • 7. 00:31 07:00 13:02 20:05 Bid Weather Glance Travel Restaur ant Online - Won the Bid Social Network INACTIVITY INACTIVITY INACTIVITY Reserves Restaurant on Food site – Date confirmed Updates Social Network Auction Session 1 Session 2 Alarm Clock Session 3 Dating Session 4 Travel
  • 9. Mapping day wise Activity/Inactivity to identify sessions of activity in a day, that are made up of different chapters of behavior. TimeTypical Mobile Session Inactivity > 20 Min Session 1 Session 2 Inactivity > 20 Min Low Duration Low Density Low Chapter Count High Duration High Density High Chapter Count Activity Inactivity End of Session Start of Session
  • 10. A typical session includes 7-8 distinct chapters/phases of behaviour Chapters of behaviour are classified into one of 5 high level typologies
  • 11. (Two of) Five Rules The Marketing Challenge
  • 13. The 5 high level chapter types are actually nets of 41 distinct types of behaviour 5 Big Macs – distributing into 41 chapters DISCOVERY & KNOWLEDGE SOCIALISING CASUAL BROWSING COMMUNICATION ENTERTAINMENT
  • 14. Purpose is king RULE THREE: ADAPT TO THE HUMAN PURPOSE The BIG 5
  • 16. Granular basis for segmenting both ‘who’ and ‘when’
  • 17. New possibilities around the ‘who’ and ‘when’ RULE FOUR: USE RICH TARGETING OPPORTUNITIES Both people and their day parts…
  • 19. Lesson One: Back to the Data Lesson Two: Find the key Lesson Three: Prototype Lesson Four: Always Agile As research experts…
  • 20. As marketing professionals RULE 1: Cut through and engagement RULE 2: Find the right rhythm RULE 3: Adapt to the human purpose RULE 4: Use rich targeting opportunities RULE 5: Breadth supports stickiness