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CI/CD of online experiences using
digital analytics
6 Jun 2019
Panagiotis Tzamtzis
#DigitalAnalyticsGR
# DigitalAnalyticsGR
Speakers
Why CI/CD?
# DigitalAnalyticsGR
CI/CD
Continuous Integration / Continuous Delivery
Let’s rephrase for the scope of digital analytics
Continuous Improvement / Continuous Delivery
# DigitalAnalyticsGR
Kaizen = Continuous improvement
1. No assumptions 
2. Be proactive about solving problems
3. Don't accept the status quo
4. Let go of perfectionism and take an attitude of iterative change 
5. Look for solutions, as you find mistakes 
6. Help everyone feel empowered to contribute
7. Don't accept the obvious issue; ask "why" 5 times to get to the root cause
8. Cull information and opinions from multiple people 
9. Use creativity to find low-cost, small improvements 
10. Never stop improving 
# DigitalAnalyticsGR
Typical roadmap
Go
live
Familiarize
yourself with
website
Audit current
implementation
Collect data
requirements
Implement
datalayer & TMS
Deploy tracking &
marketing tools
QA & sign off
Continuous
updates & QA
Day
1
Goes on until next major release
What is an experience?
# DigitalAnalyticsGR
Online experience (UX)
The quality index of a visitor’s interaction,
when browsing an online website
Factors affecting online experiences:
▪ Performance (Slow website, 404 errors)
▪ Architecture (Navigation menu, page setup)
▪ Content (Images, text, videos)
▪ Functionality (Internal search, SEO)
▪ UI design (Page setup, checkout process)
# DigitalAnalyticsGR
Sample questions
1. Which part of the website contributes most to sales?
2. Why do people get stuck at checkout?
3. What is causing a certain browser to underperform?
4. Does my average experience a smooth journey?
5. Are visitors able to find what they are looking for?
6. Is the website’s UX causing campaign bounces?
How do you measure UX?
# DigitalAnalyticsGR
Website measurement ecosystem
>7,000 web marketing tools
50% of websites use more than 20 tracking tools
list becomes 30% longer every 1 year
# DigitalAnalyticsGR
Tracking
tool
category
Sample tools
Common use cases
Smart applications
# DigitalAnalyticsGR
Web
analytics
Google analytics, Adobe analytics,
Snowplow, Matomo
Data warehousing, Customizable
data collection, Aggregate data,
Content & tech stats, Reporting
• Attribute conversions to journey
• Combine with offline data
• Find common journey patterns
# DigitalAnalyticsGR
Session
recording
Crazy egg, Hotjar, Foresee,
Matomo
Track mouse movement, Granular
analysis without customization,
Visual reporting, Form tracking
• Integrate with analytics
• Data to segment recordings
• QA rare browsers
# DigitalAnalyticsGR
Heatmaps
Crazy egg, Hotjar, Foresee,
ClickTale
Scroll tracking, Visual reporting,
Data aggregation, Visual clicks
• Combine with A/B testing
• Evaluate page structure
# DigitalAnalyticsGR
Online
Surveys
(VoC – Voice of
Customer)
• Use micro-surveys
• Display personalized messages
• Full-text analysis on free text
Foresee, Pulse Insights, Maru-edr,
Hotjar
Qualitative & Quantitative data,
Free text collection, Experience
rating, Subjective data
# DigitalAnalyticsGR
A/B/N
Testing
Adobe Target, Optimizely, Crazy
egg, Maxymiser, Google optimize
Content evaluation,
Personalization, QA, Statistical
analysis
• Website personalization
• QA implementation
• Evaluate using macro conversions
# DigitalAnalyticsGR
Pop quiz
1. Which part of the website contributes most to sales?
2. Why do people get stuck at checkout?
3. What is causing a certain browser to underperform?
4. Does my average experience a smooth journey?
5. Are visitors able to find what they are looking for?
6. Is the website’s UX causing campaign bounces?
A. Web analytics
B. Session recording
C. Heatmaps
D. Online surveys
E. A/B testing
1–A,E
2–A,B,C,E
3–A,B
4–A,D
5–C,D
6–A,B,C,E

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CI/CD of online experiences using digital analytics

  • 1. CI/CD of online experiences using digital analytics 6 Jun 2019 Panagiotis Tzamtzis #DigitalAnalyticsGR
  • 4. # DigitalAnalyticsGR CI/CD Continuous Integration / Continuous Delivery Let’s rephrase for the scope of digital analytics Continuous Improvement / Continuous Delivery
  • 5. # DigitalAnalyticsGR Kaizen = Continuous improvement 1. No assumptions  2. Be proactive about solving problems 3. Don't accept the status quo 4. Let go of perfectionism and take an attitude of iterative change  5. Look for solutions, as you find mistakes  6. Help everyone feel empowered to contribute 7. Don't accept the obvious issue; ask "why" 5 times to get to the root cause 8. Cull information and opinions from multiple people  9. Use creativity to find low-cost, small improvements  10. Never stop improving 
  • 6. # DigitalAnalyticsGR Typical roadmap Go live Familiarize yourself with website Audit current implementation Collect data requirements Implement datalayer & TMS Deploy tracking & marketing tools QA & sign off Continuous updates & QA Day 1 Goes on until next major release
  • 7. What is an experience?
  • 8. # DigitalAnalyticsGR Online experience (UX) The quality index of a visitor’s interaction, when browsing an online website Factors affecting online experiences: ▪ Performance (Slow website, 404 errors) ▪ Architecture (Navigation menu, page setup) ▪ Content (Images, text, videos) ▪ Functionality (Internal search, SEO) ▪ UI design (Page setup, checkout process)
  • 9. # DigitalAnalyticsGR Sample questions 1. Which part of the website contributes most to sales? 2. Why do people get stuck at checkout? 3. What is causing a certain browser to underperform? 4. Does my average experience a smooth journey? 5. Are visitors able to find what they are looking for? 6. Is the website’s UX causing campaign bounces?
  • 10. How do you measure UX?
  • 11. # DigitalAnalyticsGR Website measurement ecosystem >7,000 web marketing tools 50% of websites use more than 20 tracking tools list becomes 30% longer every 1 year
  • 13. # DigitalAnalyticsGR Web analytics Google analytics, Adobe analytics, Snowplow, Matomo Data warehousing, Customizable data collection, Aggregate data, Content & tech stats, Reporting • Attribute conversions to journey • Combine with offline data • Find common journey patterns
  • 14. # DigitalAnalyticsGR Session recording Crazy egg, Hotjar, Foresee, Matomo Track mouse movement, Granular analysis without customization, Visual reporting, Form tracking • Integrate with analytics • Data to segment recordings • QA rare browsers
  • 15. # DigitalAnalyticsGR Heatmaps Crazy egg, Hotjar, Foresee, ClickTale Scroll tracking, Visual reporting, Data aggregation, Visual clicks • Combine with A/B testing • Evaluate page structure
  • 16. # DigitalAnalyticsGR Online Surveys (VoC – Voice of Customer) • Use micro-surveys • Display personalized messages • Full-text analysis on free text Foresee, Pulse Insights, Maru-edr, Hotjar Qualitative & Quantitative data, Free text collection, Experience rating, Subjective data
  • 17. # DigitalAnalyticsGR A/B/N Testing Adobe Target, Optimizely, Crazy egg, Maxymiser, Google optimize Content evaluation, Personalization, QA, Statistical analysis • Website personalization • QA implementation • Evaluate using macro conversions
  • 18. # DigitalAnalyticsGR Pop quiz 1. Which part of the website contributes most to sales? 2. Why do people get stuck at checkout? 3. What is causing a certain browser to underperform? 4. Does my average experience a smooth journey? 5. Are visitors able to find what they are looking for? 6. Is the website’s UX causing campaign bounces? A. Web analytics B. Session recording C. Heatmaps D. Online surveys E. A/B testing 1–A,E 2–A,B,C,E 3–A,B 4–A,D 5–C,D 6–A,B,C,E