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presents 
Andy Miller - @andyjm101
Understanding Users with 
Behavioural Sequencing 
Andy Miller - @andyjm101
The Role of Online Content 
Purpose How do we measure 
Target keywords Organic Rank & Traffic 
Build links Placements, link quality & rank 
Build and engage with 
an audience 
Social engagements & Interactions 
To communicate brand 
& product value 
????? 
These are not customer centric KPIs
Which is bad because: 
“Marketing is the process of communicating the value of a 
product or services to customers, for the purpose of selling that 
product or service”
How do we know whether we’re good marketers if we’re 
not measuring our core function??!
@therustybea 
What’s the problem? r 
Clicks Users
@therustybea 
Too much time watching numbers go upr
@therustybea 
Without understanding the impact r
@therustybea 
r 
Customers are 
constantly 
influenced by 
content
The Customer Consideration Funnel 
Post-Sales Pre-Sales 
Macro 
Goal 
Acquisition Driving high quality traffic to the 
right content 
CTR, CPC, Impressions, Visits... 
Behavior Creating an optimal user journey 
Bounce Rate, Content Category 
Engagement, Micro-Transactions... 
Conversion Improve call to actions and an 
intuitive purchase path 
ARPB, CPA, Revenue... 
Satisfaction 
Driving customer happiness and 
improving continuous 
engagement 
Single Login / remembering 
preferences / Single Customer View 
Loyalty Increasing LTV, give a reason for 
for customers to be loyal 
Repeat Purchase Rate, Multi-channel 
Behavior, LTV 
Advocacy Creating an environment where 
advocates are naturally created 
Social Sharing, MGM Conversion, 
Referring %
The Customer Consideration Funnel 
Awareness 
100 80 100 40 0 
Propensity 
to Convert 
60 100 50 
Life Time 
Value 60 
70 
Recommends 
to friends 
The focus 
of most of 
analysis 
3 2 1 4 5
The Customer Consideration Funnel 
Awareness 
100 80 100 40 0 
Propensity 
to Convert 
60 100 50 
Life Time 
Value 60 
70 
Recommends 
to friends 
How 
analysis 
should work 
5 4 3 1 2
Website Analytics: Understanding The Prospect/Customer 
What the data says How we spend our time 
Converting Users 
Engaging Users 
Bouncing Users 
Converting Users 
Engaging Users 
Bouncing Users
Breaking down the conversion function 
Macro Conversions 
Micro Conversions 
Marketing Analytics
@therustybea 
Analyse the Users, not the Sessions r 
Page 
Visit 
Page 
Visit 
Page 
Visit 
Session Session 
User 
Page 
Visit 
Page 
Visit 
Page 
Visit 
Session 
Page 
Visit 
Page 
Visit 
Session
@therustybea 
Segmentation is the key! r 
“All data in aggregate is crap!” 
- Avinash Kaushik
@therustybea 
Let’s look at an example r
@therustybea 
First exposed to the blog & content conversrion 
Users
@therustybea 
First exposed to main site then viewed blorg
@therustybea 
No exposure to blog r
@therustybea 
Exposed to Content r 
● Blog not a good customer acquisition source 
● Users who viewed the blog at some point converted 50% higher 
● Users who viewed the blog at some point had a 20% higher average order 
value 
● If an additional 1,000 users were exposed to the blog then that would equate 
to an additional revenue of £4,709 /mo (£56,508 /yr)
What behaviours can we actually use to 
segment users
TrueCVR
TrueCVR 
Visits CVR Visits TrueCVR 
We have removed bounced sessions from the analysis. 
THIS IS NOT A TIME TO PULL OUT THE CHAMPAGNE AS CVR HAS 
INCREASED
What did we just do - TrueCVR 
This Year 
Converting Users 
Engaging Users 
Bouncing Users 
5% 
51% 
44% 
Last Year 
Converting Users 
Engaging Users 
Bouncing Users 
6% 
72% 
22% 
Converting Users 9% 
Engaging Users 
91% 
Converting Users 8% 
Engaging Users 
92% 
This Year Last Year
TrueCVR 
TrueCVR is not anything new 
Its a way of framing an issue. Its like any other calculated metric - the 
ability to view two trends opposing each other in a single view. 
Remember Bounce Rate is an external quality indicator as well as a 
website quality metric.
Content Groupings
@therustybea 
Group types of Content or Campaigns r 
Organise your pages & 
content into groups
Channel Groupings
@therustybea 
Group Mediums & Sources according to campairgns 
Organise your channels into 
groups
ScrollDepth
Why ScrollDepth? 
Time on Page 
Time on Site 
These are not indicators of 
content performance. 
We can understand better 
how people engage with the 
content is by looking at the 
% scroll depth of a page 
We then segment users on 
how engaged they are
On Page Engagements
On Page Engagements 
Track Everything!
PerVisitValue
Per Session Goal 
Value 
● Once you have setup multiple goals you 
need to assign value 
● How to assign value 
○ 1: Understand the value of a user and 
apportion average session 
transactions value to each type of goal 
○ 2: The Banana Scale
What is Banana Scale 
“If we can’t calculate an accurate value to compare apples and oranges on the website we might as 
well use bananas” 
Signed up for 
Newsletter 
Scrolled past 
40% in the blog 
section 
Viewed 2 or more 
blog posts 
Entered the 
booking process 
20 
Filled in the 
contact us form 
7 10 
12 50
Apportion back to user segments 
“If we can’t calculate an accurate value to compare apples and oranges on the website we might as 
well use bananas” 
Content 
Campaign 1 
327 573 433 
Content 
Campaign 2 
Social Traffic 
629 864 
Viewed blog Paid Search
How do we make all of this actionable?!
Understand the right content for campaigns & channels 
Email PPC Offline 
Content! 
Social Display
Content Prioritisation & Mapping! 
Keyword Data 
Keyword 1 
Keyword 2 
Keyword 3 
Landing Pages User Behaviour 
Landing Page 1 
Keyword 4 
Keyword 5 
Keyword 6 
Keyword 7 
Keyword 8 
Keyword 9 
Landing Page 2 
Landing Page 3 
User 
Intent
The Customer Consideration Funnel 
Post-Sales Pre-Sales 
Macro 
Goal 
Acquisition Driving high quality traffic to the 
right content 
CTR, CPC, Impressions, Visits... 
Behavior Creating an optimal user journey 
Bounce Rate, Content Category 
Engagement, Micro-Transactions... 
Conversion Improve call to actions and an 
intuitive purchase path 
ARPB, CPA, Revenue... 
Satisfaction 
Driving customer happiness and 
improving continuous 
engagement 
Single Login / remembering 
preferences / Single Customer View 
Loyalty Increasing LTV, give a reason for 
for customers to be loyal 
Repeat Purchase Rate, Multi-channel 
Behavior, LTV 
Advocacy Creating an environment where 
advocates are naturally created 
Social Sharing, MGM Conversion, 
Referring %
Thanks for Listening 
Andy Miller 
Digital Consultant 
@andyjm101

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Understanding Your Users with Behavioural Analytics #PMILDN

  • 1. presents Andy Miller - @andyjm101
  • 2. Understanding Users with Behavioural Sequencing Andy Miller - @andyjm101
  • 3. The Role of Online Content Purpose How do we measure Target keywords Organic Rank & Traffic Build links Placements, link quality & rank Build and engage with an audience Social engagements & Interactions To communicate brand & product value ????? These are not customer centric KPIs
  • 4. Which is bad because: “Marketing is the process of communicating the value of a product or services to customers, for the purpose of selling that product or service”
  • 5. How do we know whether we’re good marketers if we’re not measuring our core function??!
  • 6. @therustybea What’s the problem? r Clicks Users
  • 7. @therustybea Too much time watching numbers go upr
  • 9. @therustybea r Customers are constantly influenced by content
  • 10. The Customer Consideration Funnel Post-Sales Pre-Sales Macro Goal Acquisition Driving high quality traffic to the right content CTR, CPC, Impressions, Visits... Behavior Creating an optimal user journey Bounce Rate, Content Category Engagement, Micro-Transactions... Conversion Improve call to actions and an intuitive purchase path ARPB, CPA, Revenue... Satisfaction Driving customer happiness and improving continuous engagement Single Login / remembering preferences / Single Customer View Loyalty Increasing LTV, give a reason for for customers to be loyal Repeat Purchase Rate, Multi-channel Behavior, LTV Advocacy Creating an environment where advocates are naturally created Social Sharing, MGM Conversion, Referring %
  • 11. The Customer Consideration Funnel Awareness 100 80 100 40 0 Propensity to Convert 60 100 50 Life Time Value 60 70 Recommends to friends The focus of most of analysis 3 2 1 4 5
  • 12. The Customer Consideration Funnel Awareness 100 80 100 40 0 Propensity to Convert 60 100 50 Life Time Value 60 70 Recommends to friends How analysis should work 5 4 3 1 2
  • 13. Website Analytics: Understanding The Prospect/Customer What the data says How we spend our time Converting Users Engaging Users Bouncing Users Converting Users Engaging Users Bouncing Users
  • 14. Breaking down the conversion function Macro Conversions Micro Conversions Marketing Analytics
  • 15. @therustybea Analyse the Users, not the Sessions r Page Visit Page Visit Page Visit Session Session User Page Visit Page Visit Page Visit Session Page Visit Page Visit Session
  • 16. @therustybea Segmentation is the key! r “All data in aggregate is crap!” - Avinash Kaushik
  • 17. @therustybea Let’s look at an example r
  • 18. @therustybea First exposed to the blog & content conversrion Users
  • 19. @therustybea First exposed to main site then viewed blorg
  • 21. @therustybea Exposed to Content r ● Blog not a good customer acquisition source ● Users who viewed the blog at some point converted 50% higher ● Users who viewed the blog at some point had a 20% higher average order value ● If an additional 1,000 users were exposed to the blog then that would equate to an additional revenue of £4,709 /mo (£56,508 /yr)
  • 22. What behaviours can we actually use to segment users
  • 24. TrueCVR Visits CVR Visits TrueCVR We have removed bounced sessions from the analysis. THIS IS NOT A TIME TO PULL OUT THE CHAMPAGNE AS CVR HAS INCREASED
  • 25. What did we just do - TrueCVR This Year Converting Users Engaging Users Bouncing Users 5% 51% 44% Last Year Converting Users Engaging Users Bouncing Users 6% 72% 22% Converting Users 9% Engaging Users 91% Converting Users 8% Engaging Users 92% This Year Last Year
  • 26. TrueCVR TrueCVR is not anything new Its a way of framing an issue. Its like any other calculated metric - the ability to view two trends opposing each other in a single view. Remember Bounce Rate is an external quality indicator as well as a website quality metric.
  • 28. @therustybea Group types of Content or Campaigns r Organise your pages & content into groups
  • 30. @therustybea Group Mediums & Sources according to campairgns Organise your channels into groups
  • 32. Why ScrollDepth? Time on Page Time on Site These are not indicators of content performance. We can understand better how people engage with the content is by looking at the % scroll depth of a page We then segment users on how engaged they are
  • 34. On Page Engagements Track Everything!
  • 36. Per Session Goal Value ● Once you have setup multiple goals you need to assign value ● How to assign value ○ 1: Understand the value of a user and apportion average session transactions value to each type of goal ○ 2: The Banana Scale
  • 37.
  • 38. What is Banana Scale “If we can’t calculate an accurate value to compare apples and oranges on the website we might as well use bananas” Signed up for Newsletter Scrolled past 40% in the blog section Viewed 2 or more blog posts Entered the booking process 20 Filled in the contact us form 7 10 12 50
  • 39. Apportion back to user segments “If we can’t calculate an accurate value to compare apples and oranges on the website we might as well use bananas” Content Campaign 1 327 573 433 Content Campaign 2 Social Traffic 629 864 Viewed blog Paid Search
  • 40. How do we make all of this actionable?!
  • 41. Understand the right content for campaigns & channels Email PPC Offline Content! Social Display
  • 42. Content Prioritisation & Mapping! Keyword Data Keyword 1 Keyword 2 Keyword 3 Landing Pages User Behaviour Landing Page 1 Keyword 4 Keyword 5 Keyword 6 Keyword 7 Keyword 8 Keyword 9 Landing Page 2 Landing Page 3 User Intent
  • 43. The Customer Consideration Funnel Post-Sales Pre-Sales Macro Goal Acquisition Driving high quality traffic to the right content CTR, CPC, Impressions, Visits... Behavior Creating an optimal user journey Bounce Rate, Content Category Engagement, Micro-Transactions... Conversion Improve call to actions and an intuitive purchase path ARPB, CPA, Revenue... Satisfaction Driving customer happiness and improving continuous engagement Single Login / remembering preferences / Single Customer View Loyalty Increasing LTV, give a reason for for customers to be loyal Repeat Purchase Rate, Multi-channel Behavior, LTV Advocacy Creating an environment where advocates are naturally created Social Sharing, MGM Conversion, Referring %
  • 44. Thanks for Listening Andy Miller Digital Consultant @andyjm101