what can be measured can be improved: sitecore edition...#sitecoresym 6 2-3 years ago…. “we have...
TRANSCRIPT
#SitecoreSYM#SitecoreSYM
What can be measured can be improved: Sitecore Edition
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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Presented by:Amanda Shiga
#SitecoreSYM
Speaker: Amanda Shiga
• VP Marketing Science @ Valtech (Toronto)
• Measuring, optimizing and personalizing the digital experience
• Sitecore Technology MVP since 2012
http://www.sitecoremachinelearning.com
http://www.personalizationprofessionals.org
http://www.amandashiga.com
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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#SitecoreSYM
MARKETING SCIENCE
Optimize, measure, track and improve the digital
experience on Sitecore
Designed dozens of Sitecore Optimization Roadmaps
What have we learned?
#SitecoreSYM 4
“What gets measured gets improved”
- Peter Drucker
“A problem well stated is a problem half solved”
- Charles Kettering
“Measure what matters and make better decisions”
- Douglas W. Hubbard
A philosophy of measurement
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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How many have a live website running on Sitecore?
How many are running a personalization and testing program?
Anyone brand new to Sitecore’s marketing features?
Where are you at?
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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2-3 years ago…. “we have very limited budget / time / mindspace”
More recently…. “we have personalization ideas coming from all directions, but we don’t know how to harness the enthusiasm into an effective program”
“…and we still have very limited budget / time / mindspace”
Where are you at?
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1. Sitecore XP offers digital marketers a broad palette of tactics
2. Tactics vary dramatically in their time to value
3. Tactics vary in which business problems they solve
4. Your current analytics are valuable for an effective roadmap
5. Setting up a campaign is simple; knowing if you’re winning or losing is hard
A few truths
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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The Sitecore XP Palette
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Assess Visitor EngagementNot all visitors are equal – score them differently
Visitor ProfilesPut visitors in their place
A|B and Multivariate TestingFind out what works
Rules-based Implicit PersonalizationTarget content based on geography, organization…
Persona- or Profile-based Implicit PersonalizationTarget specific content to specific personas
Explicit PersonalizationTarget content based based on data in your CRM
Engagement PlansAutomate marketing post initial contact
Lead ScoringRate a lead based on behaviour
Sales EnablementProvide sales with insight
Visit Level AnalyticsInsight into individual prospects
#SitecoreSYM 9
Optimization Roadmap
SEO Experiment
Personalization Experiment
AB Test Experiment
Optimization roadmap
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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- Could be driven by content strategy
- Could seek to improve the performance of one campaign
- Could focus on lifting one audience segment
- Could focus on improving landing page performance
- Could be limited to just one area of the website where traffic is sufficient
How do I optimize thee? Let me count the ways…
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 11
A simple three steps
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Business objective Data Enrichment Experiment Roadmap
Align to
established goals
Capture a full
behavioral
footprint
Every tactic as
a structured
experiment
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Step One
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Business objective Data Enrichment Experiment Roadmap
Align to
established goals
Capture a full
behavioral
footprint
Every tactic as
a structured
experiment
#SitecoreSYM 13
A bit too vague: “We should personalize the homepage depending on what country someone is coming from.”
Better: “Our business objective this quarter is to drive more applications to our part-time programs. What characterizes the audience segments to which we must target and where do they live?”
Step One Makeover
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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- A travel & tourism organization:- We must lift website-generated revenue by $[x] in the next calendar year
- We must reduce operational costs by [x] hours for these [y] marketing tasks
- An insurance provider: - We’re spending $[x]/month on this AdWords campaign and we need to see an
increase in landing page conversion
- A professional membership organization: - We must increase student enrollment for a specific designation
- A university: - We have a business mandate to increase enrollment for our part-time programs
This type of framing makes your life easier
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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- A university:
- Increase applications from qualified prospective students to both graduate and undergraduate programs
- Drive traffic to top areas of strategic importance (ie the graduate school)
- A non-profit organization:
- We’ve selected one specific revenue stream (ecommerce product) to redesign and optimize by a certain date
- A professional membership organization:
- Build on the influence of [organization] as a thought leader and voice of the profession
This type of framing makes your life easier
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 16
Step Two
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Business objective Data Enrichment Experiment Roadmap
Align to
established goals
Capture a full
behavioral
footprint
Every tactic as
a structured
experiment
#SitecoreSYM 17
The Business Value of Sitecore Analytics
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
xDB Data
Enrichment
#SitecoreSYM
1.
research
3.
browse
4.
find
An intelligence & personalization engine
2.
discover
5.
convert
The Behavioral System of Record
6.
post purchase
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• Content profiling
• Campaign tracking
• Page events
• Engagement value• A|B testing – helps us understand the impact
• Personalization – ditto
• Path Analyzer – helps us segment to deeper insight
• Sitecore Analytics – drives value per visit reporting
Data Enrichment in Sitecore
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM
100
75
50
20
10
5
Legend:
Page View
Non-PV, Click Action
Read Blog Post
Visit Product Page
Read Testimonials
View Event Details
Submit Contact Us Form
Read FAQs
#SitecoreSYM
100
75
60
50
35
20
15
10
5
Read Blog Post
Visit Product Page
Read Testimonials
View Event Details
Read FAQs
Watch Video
Scroll to article end
Open Event Lightbox
Legend:
Page View
Non-PV, Click Action
Submit Contact Us Form
#SitecoreSYM
2 - Discover
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
1 - Research
#SitecoreSYM
2 - Discover (con’t)
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
DemandBase/Kickfire
○ IP Address: 100.100.100.100
○ Company Name: Acme Engineering
○ Industry: Widgets
1 - Research 2 - Discover
#SitecoreSYM
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
○ Engagement Value: 50
○ Pattern Match: Plant Manager
○ Interest Profile Key: Widget Safety
○ Goal: Watched Virtual Tour
3 - Browse & Search
1 - Research1 - Research 2 - Discover 2 – Discover
(con’t)
#SitecoreSYM
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
○ Engagement Value: 175
○ Pattern Match: Plant Manager
○ Interest Profile Key: Widget Safety
○ Goal: Watched Virtual Tour
○ Goal: Download specification sheet
○ Name: Angela Smith
○ Email: [email protected]
○ Goal: Clickthrough from automated email
○ Search term: “BPA free”
○ Products viewed: [ProductA, ProductB]
4 - Find
1 - Research1 - Research 2 - Discover 2 – Discover
(con’t)
3 – Browse
and Search
#SitecoreSYM
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
○ Engagement Value: 275
○ Pattern Match: Plant Manager
○ Interest Profile Key: Widget Safety
○ Goal: Watched Virtual Tour
○ Goal: Download specification sheet
○ Name: Angela Smith
○ Email: [email protected]
○ Goal: Clickthrough from automated email
○ Search term: “BPA free”
○ Products viewed: [ProductA, ProductB]
○ Goal: Request a Quote
○ Product Taxonomy: “[x], [y], [z]”
5 - Convert
1 - Research1 - Research 2 - Discover 2 – Discover
(con’t)
3 – Browse
and Search
4 – Find
#SitecoreSYM
○ Channel: AdWords
○ Campaign: Widget Safety
○ City: Toronto
○ Country: CA
○ Engagement Value: 400
○ Pattern Match: Plant Manager
○ Interest Profile Key: Widget Safety
○ Goal: Watched Virtual Tour
○ Goal: Download specification sheet
○ Name: Angela Smith
○ Email: [email protected]
○ Goal: Clickthrough from automated email
○ Search term: “BPA free”
○ Products viewed: [ProductA, ProductB]
○ Goal: Request a Quote
○ Product Taxonomy: “[x], [y], [z]”
○ Purchase: AAABBB-C88
6 - Post Purchase
1 - Research1 - Research 2 - Discover 2 – Discover
(con’t)
3 – Browse
and Search
4 – Find 5 – Content
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Rotman School of Management (University of Toronto)
The Business Value of Sitecore Analytics
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Early personalization
(2013)
Sitecore Data Enrichment
Machine learning pilot
part 1
(2016)
Machine learning pilot
part 2
(2017)
GeoIP/ Visit
Number
Engagement
value/
Profiling
Predictive
modelSegment
discovery
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Personas 2016
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 31
Personas 2016
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 32
Personas 2017
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 33
Personas 2017
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 34
Step Three
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Business objective Data Enrichment Experiment Roadmap
Align to
established goals
Capture a full
behavioral
footprint
Every tactic as
a structured
experiment
#SitecoreSYM 35
The discipline of the scientific method
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Experimental
thinking
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How do you measure whether an A|B test is making a difference?
Good questions
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 37
How do you measure whether personalization is making a difference?
Good questions
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 38
Anatomy of an experiment
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Business Context
This organization wants to
increase tour purchases on
their website and improve
their mobile experience
Benchmark Values
When reviewing their
analytics, it was revealed that
mobile users had a 68%
bounce rate, and a low page
value score (0.06) compared
to desktop users
Hypothesis
Over 70% of traffic to the
[Landing Page] comes from
organic searches like “top
things to see in [region]”.
When a user lands on this
page, the list of attractions is
hidden under lengthy text.
This does not align with the
user expectations.
When a user visits from their
mobile device, swap the
location of the copy with the
list of attractions to implore
users to stay on page and
complete transactions.
Prerequisites
Move copy to bottom of attractions list
No creative requiredNo copywriting requiredNo development required
Metrics
Bounce rate(Google Analytics)
Trailing Engagement Value (Sitecore Analytics)
#SitecoreSYM 39
Building a backlog
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM © 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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#SitecoreSYM © 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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#SitecoreSYM © 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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#SitecoreSYM 43
Forcing alignment to a business goal ensures that you are choosing valuable experiments that impact the business
A living backlog and trace of ongoing team discussion
Instilling ownership is the key to success
An easily trackable process that embeds into development methodology
Ensures transparency and easy-to-understand next steps
Over time, patterns will emerge as to which experiments were most effective
The benefits we’ve found
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM 44
Personalization experiment sub-types
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Network21%
Visit #10%
Persona14%
Date7%
Geo IP21%
Device7%
Campaign10%
Goal-Based10%
Network
Visit #
Persona
Date
Geo IP
Device
Campaign
Goal-Based
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Bonus points: Measuring an entire program
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
Predicted
engagement
lift
Predicted
revenue lift
(Sitecore
Outcomes)
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If you’re feeling overwhelmed by getting started with an optimization program on Sitecore: Clarify your business objective
Collect great data
Insist on a structured experiment roadmap
Embrace an operational rhythm of continuous optimization
This discipline will help you harness chaos into a disciplined program and the ability to see immediate changes to measurements
Points to remember
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
#SitecoreSYM
Let’s chat!
@amandashiga
www.amandashiga.com
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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#SitecoreSYM
FOR DISCUSSION PURPOSES ONLY. Sitecore Confidential and Proprietary. © 2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
© 2001-2017 Sitecore Corporation A/S. All rights reserved. Sitecore® and Own the Experience® are registered trademarks of Sitecore Corporation A/S. All other brand and product names are the property of their respective owners.
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