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Delivering on the Potential
of Personalization
Randy Woods | Amanda Shiga
non~linear creations

Amsterdam

Las Vegas

Melbourne
What We’ll Say
•
•
•
•
•

Personalization capabilities in context
Knowing your visitor
Building your rules
Real world implementation considerations
Questions and answers
Amsterdam

Las Vegas

Melbourne
Amanda Shiga

Director, Websites and
Digital Marketing
Sitecore MVP
@amandashiga
ashiga@nonlinearcreations
.com
+16477762658

Amsterdam

Las Vegas

Melbourne
Randy Woods

President of NLC
@randywoods
rwoods@nonlinecreations.
com
+16136910978

Amsterdam

Las Vegas

Melbourne
And You?

Amsterdam

Las Vegas

Melbourne
Section one

PERSONALIZATION IS EVIL
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Melbourne
Amsterdam

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Much of the Web’s future will come from
delivering individualized experiences
Josh Bernhoff, Forrester Analyst
May, 1996

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Melbourne
Amsterdam

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Melbourne
Amsterdam

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Melbourne
At its best, personalization is motivated by
a desire to make human connections on a
non-human scale
Randy Woods
Just now

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Melbourne
•
•
•
•
•

KPIs should be viewed as
positive byproducts of this
intent

Increased conversion rate
Increased subscriptions
Improved click-throughs
Higher average revenue per basket
Shortened sales cycle
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Melbourne
Why Should We Care?

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Melbourne
Here’s Why: A Cautionary
Tale

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Melbourne
Six lawsuits; state
investigations
In 3 days DoubleClick's
stock experienced a 20point loss

A $1.2 billion loss

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Melbourne
But that can’t happen now,
right?

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Melbourne
But We’re Not Facebook

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Melbourne
You need to derive personalization rules in
the same way that we interact in the real
world – from insight into the needs of your
visitor

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Melbourne
KNOWING YOUR CUSTOMERS
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Melbourne
You are NOT your visitor

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You are not your visitors
• Personas:
– Archetypes who
represent a group

• Useful for building
personalization
rules but have
specific limitations
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Melbourne
Amsterdam

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Melbourne
Personas and Types of
Personalization
Implicit Personalization
• The visitor has not selfidentified
• Rules are based on what
you can observe about
the visitor

Explicit Personalization
• Visitor has made contact
and provided information
• Rules are based on what
visitor has told you:

– “Digital finger print”
– “Digital body language”

– Title
– Gender
– Previous purchases

Buying Cycle
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Las Vegas

Melbourne
For implicit personalization, personas
matter only in so far as they can be
discriminated from each other based on
the content the visitor views

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Melbourne
Developing and Validating
Personas
1
Identify Ad Hoc
Personas

2
Collect User
Data

Amsterdam

3
Analysis

4
Review and
Prioritization

Las Vegas

5
Flesh our
Personas

6
Communicate
to Organization

Melbourne

2
Analytic
Data

Conceived
Personas

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Melbourne
BUILDING AND EVALUATING
YOUR RULES
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Melbourne
72 Dimensions

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Melbourne
Amsterdam

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Melbourne
The “Buying” Cycle –
Personas in Time
Basic
Information
Gathering

Narrowing
Scope

Validating
Understanding

Close

Amsterdam

Detailed
Information
Gathering

Negotiating

Selecting a
Contender

Las Vegas

Melbourne
Map the Buying Cycle
How do these software- as- aservice (Saas) products
compare to the on- premises
solutions?

Our HR management system
is down again. There must be
something better out there.

Basic
Information
Gathering

Wow. That took longer than
pected. I’m glad we’re finally
live

Detailed
Information
Gathering

Narrowing
Scope

Validating
Understanding

Close

Negotiating

Selecting a
Contender

Now I just need to get finance
involved. Oh, and IT to
decommission the old system.

Amsterdam

Can these three SaaS HR
solutions meet our needs?
What do they cost? How stable
are they?

Las Vegas

What do the
analysts think
of HRXonline? What
do current
users think?

The pricing the sales person
gave me seems okay. And the
special only runs until end of
quarter
Melbourne

3
The “Buying” Cycle:
The Implicit > Explicit
Transition
Basic
Information
Gathering

Narrowing
Scope

Validating
Understanding

Close

Amsterdam

Detailed
Information
Gathering

Negotiating

Selecting a
Contender

Las Vegas

Melbourne
The Handoff

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Melbourne
Personalization Paradox
Social
interactions
Etc.
Gender
Previous
purchases

Accuracy of
Content Persona match
Geography Viewed
Search Term Clickstream
Company
Amsterdam

Las Vegas

Melbourne
Building Personalization
Rules
Analytics
Persona +
Buying
Cycle Stage
= Interest

Amsterdam

Las Vegas

Content
you
believe will
move cycle
forward
Melbourne
Evaluating Success of
Personalization Rules
6.00%
5.00%
4.00%
3.00%
2.00%
1.00%
0.00%

Month 1 Month 2 Month 3 Month 4 Month 5 Month 6 Month 7 Month 8
Persona A Control

Amsterdam

Persona A Rule 1

Las Vegas

Persona A Rule 2

Melbourne
Evaluating Success of
Personalization Rules
• Key question – does a given personalization rule
increase or decrease business outcomes for a
specific persona?
• You need to establish a baseline for each persona
• Custom queries can help you answer this
question; the upcoming release of OLAP
capabilities will make this simpler
Amsterdam

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Melbourne
Personalization is not always the answer

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Melbourne
Three Times You Don’t Need
Personalization
You are generating lots of names for sales – but few
qualified leads:
• Engagement Plan and Lead Scoring
Conversion rates are very low and you don’t know why:
• A|B or Multivariate Testing
You don’t understand your visitors or you can’t measure
the success of the personalization rules you make:
• Engagement Analytics
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Melbourne
REAL WORLD IMPLEMENTATION
CONSIDERATIONS
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2 key implementation
considerations
• Start simple, and stay tightly focused on
highest value campaigns
• Be strategic as your users evolve from
strangers to real people

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Melbourne
Keep it simple
Strategic planning

Rules management

Content variations

Content profiling

Measurement
mechanisms

Quality assurance

Impact on build

Analyze & optimize

Strategic planning Rules management Content variations
Content profiling
Strategic planning Rules management Content variations
Content profiling
Strategic planning Rules management Content variations
Content profiling
Strategic planning Rules management Content variations
Content profiling
Measurement
Quality assurance
Impact on build
Analyze & optimize
Measurement
mechanisms
Quality assurance
Impact on build
Analyze & optimize
Measurement
mechanisms
Quality assurance
Impact on build
Analyze & optimize
Measurement
mechanisms
Quality assurance
Impact on build
Analyze & optimize
mechanisms
Amsterdam

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Melbourne
What’s manageable?
• Personalization is complex
– Needs marketing attention, time, energy and
dollars

• You have a good chance at early success
if you:
– Begin simply and target an important
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Melbourne
objective
A simple example
• Establish a baseline so you can measure
success
• Select a discrete, important goal and
segment
– Corporate priority is increased membership.
– “We would like more beginner kite-flyers in
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Melbourne
A simple example
• Identify where in the buying cycle
personalization will be most effective
– Inspect profiled content and your buying cycle
– Start with just a few components
– Document your personalization plan
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Melbourne
A simple example
• Beginner kite flyers in Nevada:
– Geo-IP lookup
– Browsing behaviour focused on content
targeted to beginners.
• “How to fly a kite”
• “Different types of kites”
Amsterdam

Las Vegas

Melbourne
Best positioned to
influence…
Basic
Information
Gathering

Narrowing
Scope

Validating
Understanding

Close

Amsterdam

Detailed
Information
Gathering

Negotiating

Selecting a
Contender

Las Vegas

Melbourne
A couple of good ideas…
• “Interested in learning more about kiteflying?” message in the right-hand rail,
promoting membership benefits

• A personalized “Join Now” call to action
displayed in the header, promoting local
Nevada chapters
Amsterdam

Las Vegas

Melbourne
Analyze and optimize
• Evaluate membership conversions against
baseline
• Use DMS goals to determine success of a
rule
• Eliminate rules that are not effective
• Examine behaviours and clickstream of
visits resulting in conversion
Amsterdam

Las Vegas

Melbourne
Content architecture matters
Be strategic
• Plan for growth and multiple campaigns
• Understand how components will be re-used across the
site
• Plan for WHO will create and maintain both the rules and
variations
• Consider where and how the variations will be stored

• Multiple ways to approach this - do not underestimate.
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Melbourne
Be strategic as your users evolve
from strangers to real people

Amsterdam

Las Vegas

Melbourne
We were all strangers,
once…
Anonymous
visitor

Amsterdam

Building a
profile

Conversion to
known user

Las Vegas

Melbourne
One view of the customer
• Implicit: beginner kite flyer from Nevada
who searched for “kite flying lessons”
• Explicit: association member
Name

Age

member

Gende
r
Amsterdam

Skill
level
Las Vegas

Groups

Interests
Melbourne
The opportunity
• Leverage known user characteristics (by extending the
user profile) and…

• Actions that continue to be taken on the site
– increase of engagement value or specific conversions
– pattern matching to multiple personas
Where user profile “skill level” field is equal to “intermediate”
And where the Engagement Value Points is greater than 200
And where the current visit matches the “Mike” pattern card in the “Personas” profile

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Melbourne
The challenge
• One user profile
• (Potentially) multiple browsing sessions
• Achieving “one view of the customer” can
be difficult
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Melbourne
The challenge

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Melbourne
Some suggestions
• Do your visitors spend significant time
logged in?
– Place a value on browsing behavior that
occurs anonymously vs. not

• Consider limiting your personalization
rules to what is known within one session
• Consider updating the user profile
explicitly with behavioural characteristics
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Melbourne
Don’t be creepy

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Las Vegas

Melbourne
Don’t be “that guy”
•
•
•
•

Play it cool
Don’t move too fast
Nobody likes a stalker
A two-way conversation

Amsterdam

Las Vegas

Melbourne
Be careful of assumptions

Amsterdam

Las Vegas

Melbourne
•
•
•
•
•

~40 Sitecore deployments
150+ CMS deployments
2 Sitecore MVPs
Multiple Sitecore site of the year winners
80+ team members in offices across the US, Canada
and Brazil

• Our strategic services team has been helping clients
execute DMS-type campaigns since 1999
Amsterdam

Las Vegas

Melbourne
QUESTIONS AND (IDEALLY)
ANSWERS
Amsterdam

Las Vegas

Melbourne
Feedback Appreciated!
Please take a moment to provide
session feedback via the mobile site.
http://www.sitecore.net/SymNA
Amsterdam

Las Vegas

Melbourne

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Sitecore: Understanding your visitors and user personas

  • 1. Delivering on the Potential of Personalization Randy Woods | Amanda Shiga non~linear creations Amsterdam Las Vegas Melbourne
  • 2. What We’ll Say • • • • • Personalization capabilities in context Knowing your visitor Building your rules Real world implementation considerations Questions and answers Amsterdam Las Vegas Melbourne
  • 3. Amanda Shiga Director, Websites and Digital Marketing Sitecore MVP @amandashiga ashiga@nonlinearcreations .com +16477762658 Amsterdam Las Vegas Melbourne
  • 4. Randy Woods President of NLC @randywoods rwoods@nonlinecreations. com +16136910978 Amsterdam Las Vegas Melbourne
  • 6. Section one PERSONALIZATION IS EVIL Amsterdam Las Vegas Melbourne
  • 8. Much of the Web’s future will come from delivering individualized experiences Josh Bernhoff, Forrester Analyst May, 1996 Amsterdam Las Vegas Melbourne
  • 11. At its best, personalization is motivated by a desire to make human connections on a non-human scale Randy Woods Just now Amsterdam Las Vegas Melbourne
  • 12. • • • • • KPIs should be viewed as positive byproducts of this intent Increased conversion rate Increased subscriptions Improved click-throughs Higher average revenue per basket Shortened sales cycle Amsterdam Las Vegas Melbourne
  • 13. Why Should We Care? Amsterdam Las Vegas Melbourne
  • 14. Here’s Why: A Cautionary Tale Amsterdam Las Vegas Melbourne
  • 15. Six lawsuits; state investigations In 3 days DoubleClick's stock experienced a 20point loss A $1.2 billion loss Amsterdam Las Vegas Melbourne
  • 16. But that can’t happen now, right? Amsterdam Las Vegas Melbourne
  • 17. But We’re Not Facebook Amsterdam Las Vegas Melbourne
  • 18. You need to derive personalization rules in the same way that we interact in the real world – from insight into the needs of your visitor Amsterdam Las Vegas Melbourne
  • 20. You are NOT your visitor Amsterdam Las Vegas Melbourne
  • 21. You are not your visitors • Personas: – Archetypes who represent a group • Useful for building personalization rules but have specific limitations Amsterdam Las Vegas Melbourne
  • 23. Personas and Types of Personalization Implicit Personalization • The visitor has not selfidentified • Rules are based on what you can observe about the visitor Explicit Personalization • Visitor has made contact and provided information • Rules are based on what visitor has told you: – “Digital finger print” – “Digital body language” – Title – Gender – Previous purchases Buying Cycle Amsterdam Las Vegas Melbourne
  • 24. For implicit personalization, personas matter only in so far as they can be discriminated from each other based on the content the visitor views Amsterdam Las Vegas Melbourne
  • 25. Developing and Validating Personas 1 Identify Ad Hoc Personas 2 Collect User Data Amsterdam 3 Analysis 4 Review and Prioritization Las Vegas 5 Flesh our Personas 6 Communicate to Organization Melbourne 2
  • 27. BUILDING AND EVALUATING YOUR RULES Amsterdam Las Vegas Melbourne
  • 30. The “Buying” Cycle – Personas in Time Basic Information Gathering Narrowing Scope Validating Understanding Close Amsterdam Detailed Information Gathering Negotiating Selecting a Contender Las Vegas Melbourne
  • 31. Map the Buying Cycle How do these software- as- aservice (Saas) products compare to the on- premises solutions? Our HR management system is down again. There must be something better out there. Basic Information Gathering Wow. That took longer than pected. I’m glad we’re finally live Detailed Information Gathering Narrowing Scope Validating Understanding Close Negotiating Selecting a Contender Now I just need to get finance involved. Oh, and IT to decommission the old system. Amsterdam Can these three SaaS HR solutions meet our needs? What do they cost? How stable are they? Las Vegas What do the analysts think of HRXonline? What do current users think? The pricing the sales person gave me seems okay. And the special only runs until end of quarter Melbourne 3
  • 32. The “Buying” Cycle: The Implicit > Explicit Transition Basic Information Gathering Narrowing Scope Validating Understanding Close Amsterdam Detailed Information Gathering Negotiating Selecting a Contender Las Vegas Melbourne
  • 34. Personalization Paradox Social interactions Etc. Gender Previous purchases Accuracy of Content Persona match Geography Viewed Search Term Clickstream Company Amsterdam Las Vegas Melbourne
  • 35. Building Personalization Rules Analytics Persona + Buying Cycle Stage = Interest Amsterdam Las Vegas Content you believe will move cycle forward Melbourne
  • 36. Evaluating Success of Personalization Rules 6.00% 5.00% 4.00% 3.00% 2.00% 1.00% 0.00% Month 1 Month 2 Month 3 Month 4 Month 5 Month 6 Month 7 Month 8 Persona A Control Amsterdam Persona A Rule 1 Las Vegas Persona A Rule 2 Melbourne
  • 37. Evaluating Success of Personalization Rules • Key question – does a given personalization rule increase or decrease business outcomes for a specific persona? • You need to establish a baseline for each persona • Custom queries can help you answer this question; the upcoming release of OLAP capabilities will make this simpler Amsterdam Las Vegas Melbourne
  • 38. Personalization is not always the answer Amsterdam Las Vegas Melbourne
  • 39. Three Times You Don’t Need Personalization You are generating lots of names for sales – but few qualified leads: • Engagement Plan and Lead Scoring Conversion rates are very low and you don’t know why: • A|B or Multivariate Testing You don’t understand your visitors or you can’t measure the success of the personalization rules you make: • Engagement Analytics Amsterdam Las Vegas Melbourne
  • 41. 2 key implementation considerations • Start simple, and stay tightly focused on highest value campaigns • Be strategic as your users evolve from strangers to real people Amsterdam Las Vegas Melbourne
  • 42. Keep it simple Strategic planning Rules management Content variations Content profiling Measurement mechanisms Quality assurance Impact on build Analyze & optimize Strategic planning Rules management Content variations Content profiling Strategic planning Rules management Content variations Content profiling Strategic planning Rules management Content variations Content profiling Strategic planning Rules management Content variations Content profiling Measurement Quality assurance Impact on build Analyze & optimize Measurement mechanisms Quality assurance Impact on build Analyze & optimize Measurement mechanisms Quality assurance Impact on build Analyze & optimize Measurement mechanisms Quality assurance Impact on build Analyze & optimize mechanisms Amsterdam Las Vegas Melbourne
  • 43. What’s manageable? • Personalization is complex – Needs marketing attention, time, energy and dollars • You have a good chance at early success if you: – Begin simply and target an important Amsterdam Las Vegas Melbourne objective
  • 44. A simple example • Establish a baseline so you can measure success • Select a discrete, important goal and segment – Corporate priority is increased membership. – “We would like more beginner kite-flyers in Amsterdam Las Vegas Melbourne
  • 45. A simple example • Identify where in the buying cycle personalization will be most effective – Inspect profiled content and your buying cycle – Start with just a few components – Document your personalization plan Amsterdam Las Vegas Melbourne
  • 46. A simple example • Beginner kite flyers in Nevada: – Geo-IP lookup – Browsing behaviour focused on content targeted to beginners. • “How to fly a kite” • “Different types of kites” Amsterdam Las Vegas Melbourne
  • 48. A couple of good ideas… • “Interested in learning more about kiteflying?” message in the right-hand rail, promoting membership benefits • A personalized “Join Now” call to action displayed in the header, promoting local Nevada chapters Amsterdam Las Vegas Melbourne
  • 49. Analyze and optimize • Evaluate membership conversions against baseline • Use DMS goals to determine success of a rule • Eliminate rules that are not effective • Examine behaviours and clickstream of visits resulting in conversion Amsterdam Las Vegas Melbourne
  • 50. Content architecture matters Be strategic • Plan for growth and multiple campaigns • Understand how components will be re-used across the site • Plan for WHO will create and maintain both the rules and variations • Consider where and how the variations will be stored • Multiple ways to approach this - do not underestimate. Amsterdam Las Vegas Melbourne
  • 51. Be strategic as your users evolve from strangers to real people Amsterdam Las Vegas Melbourne
  • 52. We were all strangers, once… Anonymous visitor Amsterdam Building a profile Conversion to known user Las Vegas Melbourne
  • 53. One view of the customer • Implicit: beginner kite flyer from Nevada who searched for “kite flying lessons” • Explicit: association member Name Age member Gende r Amsterdam Skill level Las Vegas Groups Interests Melbourne
  • 54. The opportunity • Leverage known user characteristics (by extending the user profile) and… • Actions that continue to be taken on the site – increase of engagement value or specific conversions – pattern matching to multiple personas Where user profile “skill level” field is equal to “intermediate” And where the Engagement Value Points is greater than 200 And where the current visit matches the “Mike” pattern card in the “Personas” profile Amsterdam Las Vegas Melbourne
  • 55. The challenge • One user profile • (Potentially) multiple browsing sessions • Achieving “one view of the customer” can be difficult Amsterdam Las Vegas Melbourne
  • 57. Some suggestions • Do your visitors spend significant time logged in? – Place a value on browsing behavior that occurs anonymously vs. not • Consider limiting your personalization rules to what is known within one session • Consider updating the user profile explicitly with behavioural characteristics Amsterdam Las Vegas Melbourne
  • 59. Don’t be “that guy” • • • • Play it cool Don’t move too fast Nobody likes a stalker A two-way conversation Amsterdam Las Vegas Melbourne
  • 60. Be careful of assumptions Amsterdam Las Vegas Melbourne
  • 61. • • • • • ~40 Sitecore deployments 150+ CMS deployments 2 Sitecore MVPs Multiple Sitecore site of the year winners 80+ team members in offices across the US, Canada and Brazil • Our strategic services team has been helping clients execute DMS-type campaigns since 1999 Amsterdam Las Vegas Melbourne
  • 63. Feedback Appreciated! Please take a moment to provide session feedback via the mobile site. http://www.sitecore.net/SymNA Amsterdam Las Vegas Melbourne