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INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Experimentation is a reality not a culture,
are you ready for it?
Andrew Furlong, Managing Director RedEye Optimisation
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
• A little bit about me & RedEye
• Why AB testing isn’t enough these days
• The displace model & Culture
• Change curve
• Key Takeaways
Agenda
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Proprietary and Intellectual property · Version 1.0
An introduction…
Andrew Furlong
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
CRO UX Design
Customer
Experience
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
AB Testing isn’t enough these days…
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
uplift in
total revenue
37%
uplift in
revenues
12% increase in
bookings
27%
uplift in submitted
applications
26% uplift in users
process
starting registration
69%
uplift in
81%
sign ups
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Proprietary and Intellectual property · Version 1.0
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
2017 Today
Inconclusive Tests
Winners & losers
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Proprietary and Intellectual property · Version 1.0
The basics
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Data InsightsAnalysis
UX Research
Ideation &
Prioritisation
Development
Data Insights
Identify trends and areas of opportunity
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Data InsightsAnalysis
UX Research
Ideation &
Prioritisation
Development
UX Research
Understanding user behaviour through
insight
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Data InsightsAnalysis
UX Research
Ideation &
Prioritisation
Development
Ideation & Prioritisation
Translating research into actions
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Proprietary and Intellectual property · Version 1.0
Data InsightsAnalysis
UX Research
Ideation &
Prioritisation
Development
Development
Implement within Optimizely
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Data InsightsAnalysis
UX Research
Ideation &
Prioritisation
Development
Analysis
What did we learn and how do we
iterate?
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Proprietary and Intellectual property · Version 1.0
User Behaviour
User Testing Groups
Testing
Remote
Testing
Reporting Only Expert Review Competitor
Review
Competitor
Benchmarking
1st Click Tree Testing Card SortingSurveys In-store testing Persona
Development
Wireframing &
prototyping
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Proprietary and Intellectual property · Version 1.0
SALESCONVERSION
OVERALL SALES CONTRIBUTION
LOW CONVERSION
LOW CONTRIBUTION
HIGH CONVERSION
LOW CONTRIBUTION
HIGH CONVERSION
HIGH CONTRIBUTION
LOW CONVERSION
HIGH CONTRIBUTION
Performs well but doesn’t get a lot of traffic Already performing well so less room for growth
Biggest room for improvement, highest site-wide
impact
Harder to get results from,
requires more complex changes
Ordersofuserswho
haveseenXpageVisitstoXpage/
Orders of users who
have seen X page
Total website
orders/
Conversion vs. Contribution
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Proprietary and Intellectual property · Version 1.0
60%
Site wide
estimated uplift
25%
Monthly visitors
7.5%
Technical ease
7.5%
Internal ease
Expected site wide result
from test. We take into
account overall revenue
return
Test implementation
complexity given by
the person responsible
for building the test in
the testing tool
How easy would it be
to hardcode the
variation, ideally need
to get a developer
involved if it’s a more
complex build
3 High = ≥ 8%
2 Moderate = 2% to 7.99%
1 Little = ≤ 2%
SITE WIDE ESTIMATED UPLIFT
Consider amount of
traffic to the area of the
website
3 High = ≥ 50,000
2 Moderate = 5,001 to 10,000
1 Little = ≤ 5000
MONTHLY UNIQUE VISITORS
3 Easy = ≤ 10 hrs
2 Moderate = 11 to 19 hrs
1 Difficult = ≥ 20 hrs
TECHNICAL EASE
3 Easy = CMS change
2 Moderate = Change request
1 Difficult = Template amendment
INTERNAL EASE
Example
15%
Prioritisation Calculator
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Proprietary and Intellectual property · Version 1.0
uplift in
total revenue
37%
uplift in
revenues
12% increase in
bookings
27%
uplift in
excess weight take-up
60%
uplift in submitted
applications
26% uplift in users
process
starting registration
69%
uplift in
81% uplift in add-ons
purchased
12%
sign ups
Results!
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Proprietary and Intellectual property · Version 1.0
Displace Model
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Proprietary and Intellectual property · Version 1.0
Quick wins
Experimentation methodology for optimising what already exists
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Proprietary and Intellectual property · Version 1.0
Culture of Experimentation
Culture not really that important
Culture needs to change
Quick wins
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Proprietary and Intellectual property · Version 1.0
Challenge
Challenging & creative alternatives to transform the experience
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Proprietary and Intellectual property · Version 1.0
- The UK’s no.1 cashback site
They have shared over
£400 million
in cashback
Over seven million
People in the UK have become
Quidco members since 2005
to offer consumers cashback
4,500+
Partnerships with top brands
every time they shop
INSERT INFORMATION CLASSIFICATION HERE Insert Version NumberUNCLASSIFIED PUBLIC
Data and Insight helps to
provide context around
the issue and the scale of
the opportunity captured
in the form of a DIBB
The management team
then asses all of the
submissions and
categorises them ‘Now’,
‘Next’ and ‘Future’
RedEye Optimisation
helps investigate the
‘Next’ and ‘Future’ Bets to
better qualify what is
needed to maximise the
opportunity
Any employee at Quidco
is able to submit an
opportunity to improve
the experience aligned to
their key focuses
The Bets Process
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25
UNCLASSIFIED PUBLIC
483% increase in click throughs
Redesigning the Retailer Pages
Control Variation
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Culture of Experimentation
Culture not really that important
Culture needs to change
Challenge
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Innovate
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Culture of Experimentation
Culture not really that important
Culture needs to change
Innovate
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Change curve
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Change curve
Realise AB Testing not enough
Denial
Fear
Frustration/stressWhat’s the point in this change!
Am I doing myself out of
a job if decentralised?
Inconclusive tests
Transition
Culture of Experimentation
ConfusionI have never ran an experiment
Enthusiasm
Enablement
Scepticism
Acceptance
Perceived Value
Adapted from William Bridges Managing transitions
Make it easy for people to learn
Late adopters vs Champions
Starting to become BAU
Positive impact on KPIs…
Champion!
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Proprietary and Intellectual property · Version 1.0
• Tech Stack
Predictive modelling
Project Management
Experimentation
User Analytics
Analytics
Data Management
How do we measure a programme of optimisation?
How do we manage experimentation at scale?
How do we constantly monitor the user experience?
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Proprietary and Intellectual property · Version 1.0
Interview with Project Sponsor(s) Stakeholder interviews
FindingsPre-interview questionnaire
Approach
Used to prep relevant questions for
stakeholder interviews & narrow down
interview pool
Understand goals, motivations, scope,
identification, definition and an internal
overview
5 to 10 face-to-face interviews with
individuals or small groups of people.
Uncover conflicts, good practice and pain
points
Analysis & presentation of findings to
Project Sponsor(s)
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
Stakeholder interview example
Are you a “Data Driven” business?
Data is at the heart of our prioritisation methodology.
We always learn from previous tests.
We understand our key customer journeys.
INSERT INFORMATION CLASSIFICATION HERE Insert Version Number
Proprietary and Intellectual property · Version 1.0
In conclusion…
35
Key takeaways
UNCLASSIFIED PUBLIC
• Run quick wins while simultaneously challenging & innovating within your optimisation programme.
• An increase in inconclusive results & UX issues on a specific site area, start challenging the status quo.
• Technical capabilities is more than tools and resource. It's about how the team approaches change.
• You need to be creative and think outside of the box when implementing challenges.
• Innovation requires cross-function teams working together.
• Try running regular hackathons with your team or come up with a format like the bets approach.
Thank you for your time
www.redeyeoptimisation.com
UNCLASSIFIED PUBLIC
@REOptimisation @redeyeoptimisation

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Experimentation is a reality not a culture, are you ready for it?

  • 1. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Experimentation is a reality not a culture, are you ready for it? Andrew Furlong, Managing Director RedEye Optimisation
  • 2. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 • A little bit about me & RedEye • Why AB testing isn’t enough these days • The displace model & Culture • Change curve • Key Takeaways Agenda
  • 3. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 An introduction… Andrew Furlong
  • 4. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 CRO UX Design Customer Experience
  • 5. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 AB Testing isn’t enough these days…
  • 6. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 uplift in total revenue 37% uplift in revenues 12% increase in bookings 27% uplift in submitted applications 26% uplift in users process starting registration 69% uplift in 81% sign ups
  • 7. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0
  • 8. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 2017 Today Inconclusive Tests Winners & losers
  • 9. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 The basics
  • 10. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Data InsightsAnalysis UX Research Ideation & Prioritisation Development Data Insights Identify trends and areas of opportunity
  • 11. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Data InsightsAnalysis UX Research Ideation & Prioritisation Development UX Research Understanding user behaviour through insight
  • 12. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Data InsightsAnalysis UX Research Ideation & Prioritisation Development Ideation & Prioritisation Translating research into actions
  • 13. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Data InsightsAnalysis UX Research Ideation & Prioritisation Development Development Implement within Optimizely
  • 14. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Data InsightsAnalysis UX Research Ideation & Prioritisation Development Analysis What did we learn and how do we iterate?
  • 15. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 User Behaviour User Testing Groups Testing Remote Testing Reporting Only Expert Review Competitor Review Competitor Benchmarking 1st Click Tree Testing Card SortingSurveys In-store testing Persona Development Wireframing & prototyping
  • 16. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 SALESCONVERSION OVERALL SALES CONTRIBUTION LOW CONVERSION LOW CONTRIBUTION HIGH CONVERSION LOW CONTRIBUTION HIGH CONVERSION HIGH CONTRIBUTION LOW CONVERSION HIGH CONTRIBUTION Performs well but doesn’t get a lot of traffic Already performing well so less room for growth Biggest room for improvement, highest site-wide impact Harder to get results from, requires more complex changes Ordersofuserswho haveseenXpageVisitstoXpage/ Orders of users who have seen X page Total website orders/ Conversion vs. Contribution
  • 17. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 60% Site wide estimated uplift 25% Monthly visitors 7.5% Technical ease 7.5% Internal ease Expected site wide result from test. We take into account overall revenue return Test implementation complexity given by the person responsible for building the test in the testing tool How easy would it be to hardcode the variation, ideally need to get a developer involved if it’s a more complex build 3 High = ≥ 8% 2 Moderate = 2% to 7.99% 1 Little = ≤ 2% SITE WIDE ESTIMATED UPLIFT Consider amount of traffic to the area of the website 3 High = ≥ 50,000 2 Moderate = 5,001 to 10,000 1 Little = ≤ 5000 MONTHLY UNIQUE VISITORS 3 Easy = ≤ 10 hrs 2 Moderate = 11 to 19 hrs 1 Difficult = ≥ 20 hrs TECHNICAL EASE 3 Easy = CMS change 2 Moderate = Change request 1 Difficult = Template amendment INTERNAL EASE Example 15% Prioritisation Calculator
  • 18. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 uplift in total revenue 37% uplift in revenues 12% increase in bookings 27% uplift in excess weight take-up 60% uplift in submitted applications 26% uplift in users process starting registration 69% uplift in 81% uplift in add-ons purchased 12% sign ups Results!
  • 19. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Displace Model
  • 20. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Quick wins Experimentation methodology for optimising what already exists
  • 21. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Culture of Experimentation Culture not really that important Culture needs to change Quick wins
  • 22. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Challenge Challenging & creative alternatives to transform the experience
  • 23. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 - The UK’s no.1 cashback site They have shared over £400 million in cashback Over seven million People in the UK have become Quidco members since 2005 to offer consumers cashback 4,500+ Partnerships with top brands every time they shop
  • 24. INSERT INFORMATION CLASSIFICATION HERE Insert Version NumberUNCLASSIFIED PUBLIC Data and Insight helps to provide context around the issue and the scale of the opportunity captured in the form of a DIBB The management team then asses all of the submissions and categorises them ‘Now’, ‘Next’ and ‘Future’ RedEye Optimisation helps investigate the ‘Next’ and ‘Future’ Bets to better qualify what is needed to maximise the opportunity Any employee at Quidco is able to submit an opportunity to improve the experience aligned to their key focuses The Bets Process
  • 25. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number 25 UNCLASSIFIED PUBLIC 483% increase in click throughs Redesigning the Retailer Pages Control Variation
  • 26. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Culture of Experimentation Culture not really that important Culture needs to change Challenge
  • 27. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Innovate
  • 28. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Culture of Experimentation Culture not really that important Culture needs to change Innovate
  • 29. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Change curve
  • 30. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Change curve Realise AB Testing not enough Denial Fear Frustration/stressWhat’s the point in this change! Am I doing myself out of a job if decentralised? Inconclusive tests Transition Culture of Experimentation ConfusionI have never ran an experiment Enthusiasm Enablement Scepticism Acceptance Perceived Value Adapted from William Bridges Managing transitions Make it easy for people to learn Late adopters vs Champions Starting to become BAU Positive impact on KPIs… Champion!
  • 31. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 • Tech Stack Predictive modelling Project Management Experimentation User Analytics Analytics Data Management How do we measure a programme of optimisation? How do we manage experimentation at scale? How do we constantly monitor the user experience?
  • 32. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Interview with Project Sponsor(s) Stakeholder interviews FindingsPre-interview questionnaire Approach Used to prep relevant questions for stakeholder interviews & narrow down interview pool Understand goals, motivations, scope, identification, definition and an internal overview 5 to 10 face-to-face interviews with individuals or small groups of people. Uncover conflicts, good practice and pain points Analysis & presentation of findings to Project Sponsor(s)
  • 33. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 Stakeholder interview example Are you a “Data Driven” business? Data is at the heart of our prioritisation methodology. We always learn from previous tests. We understand our key customer journeys.
  • 34. INSERT INFORMATION CLASSIFICATION HERE Insert Version Number Proprietary and Intellectual property · Version 1.0 In conclusion…
  • 35. 35 Key takeaways UNCLASSIFIED PUBLIC • Run quick wins while simultaneously challenging & innovating within your optimisation programme. • An increase in inconclusive results & UX issues on a specific site area, start challenging the status quo. • Technical capabilities is more than tools and resource. It's about how the team approaches change. • You need to be creative and think outside of the box when implementing challenges. • Innovation requires cross-function teams working together. • Try running regular hackathons with your team or come up with a format like the bets approach.
  • 36. Thank you for your time www.redeyeoptimisation.com UNCLASSIFIED PUBLIC @REOptimisation @redeyeoptimisation