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How to give your Optimisation Program Wings




Frans Poldervaart                           Tom Waterfall
Web Analytics Manager   Director of Optimisation Solutions
- 75 country websites
                            - 23 different languages
                                - 1100 pages per country
                                     -  Largest travel site in
    175.000	
                           Netherlands (Twinkle
                                        T100)
transac-ons	
  per	
  
   24%	
  online	
  
     month	
  
                     KLM.com:
                     By the numbers

                                                          3
4
1. How to get started

 PEOPLE DRIVE
   SUCCESS
1. How to get started:
       Identify Your Goals Upfront

•  Increase share in online sales
•  Use the most effective acquisition channel
•  Increase flying blue members
•  Make it easier for customers to navigate and purchase
•  Increase ancillary revenue
•  One stop shop
•  Ensure customers’ experiences are more positive



                                                              6
           Name of presentation - Version 1.01   dd-mm-2008
1. How to get started




                                                         7
      Name of presentation - Version 1.01   dd-mm-2008
1. How to get started
1. EXAMPLE: How we took off
1                  Control        Functional
                              2




                Inspiration           Trust
3                             4




                                               9
1. EXAMPLE: How we took off
                 Inspiration




+14.11%           +5,400       +€3.8
 Conv.           Bookings      Million




                                         10
1. How to get started: Following Take Off
•  Begin Brainstorming test ideas   •  Use all the tools at your disposal




                                                                        11
12
Name of presentation - Version 1.01   dd-mm-2008
2. Getting buy-in: Start an illegal gambling ring




                                                    13
1. EXAMPLE: Starting an illegal gambling ring




                                                14
2. Getting buy-in: Infiltrate & Cultivate




                                            15
2. Getting buy-in: Shout about results & learning




                                                    16
2. EXAMPLE: Shout about results & learning




                                             17
2. EXAMPLE: Shout about results & learning
                                             +23%
                                              Lift




                                               18
© 2011 Webtrends, All Rights Reserved.   | 19
3. Planning & Prioritization: Companies struggle




                                                   20
3. Planning: Focus on quick wins
This chart is based on tentative information
presented, and elements might move around
based on new data available. Starbursts indicate                                    Booking Details page tests         HIGH
revenue lift potential.



                                                                                   HIGH
                                                                                             Booking Details page tests




                                                                                                                                    Simple Complex
                                                                                             Changes to structure, arrangement or
                                                           MID                               functionality


                                                   Search results page functionality
                                                   Tests with filters, modifying search




          MID
                     Strikethrough pricing
                     Affecting display, but only doable during sales



           Exceptions testing                                          Search results page display
  ?        No results pages etc.
                                                            MID        Promo codes, supplier logos,
                                                                       messaging

                      Across the site
             ?        Inclusions, messaging of any kind
                                                                                                                Homepage tests
                                                                                                                Any display/messaging
                                                                                                      HIGH
                                                                                                                Related tests


                                            Revenue Potential

                                                                                                                                                     21
3. EXAMPLE: ROI Potential vs. Complexity




                                           22
3. Planning: Prioritise a mix of simple & complex




                                                    23
3. EXAMPLE: Mixing Simple and Complex




                        +2.6%
                         Lift
3. EXAMPLE: Mixing Simple and Complex




                                        +39%
                                         Lift
3. EXAMPLE: Mix & Match




 Control

                          27
3. EXAMPLE: Mixing Simple and Complex


            Level 1                  Level 2                  Level 3               Level 4
             (Control)

                                            Lift /              Booking
                    ‘Next step’                                                       Lift /
    Level                           Chance to Beat Control    Confirmation
                  conversion rate                                             Chance to Beat Control
                                                                 Rate


     1                   33.23%                ---               3.41%                     ---
All alternate button copies drove significantly more visitors to the next
                                  +5.05%
       2   step 34.91%also had a chance to beat impact on Bookings.
                and         (99.43% positive        3.21%         -5.84%
                                                                                    (Not Significant)
                                            control)


                                           +5.48%                                      +8.64%
     3                   35.05%      (99.64% chance to beat      3.71%
                                                                             (85%% chance to beat control)
                                            control)


                                           +8.69%                                      +6.04%
     4                   36.12%      (99.79% chance to beat      3.62%       (Not Significant chance to beat
                                            control)                                      control)


                                                                                                        28
3. EXAMPLE: Mixing Simple and Complex

  Level 1
   (Control)



  Level 2




Underlining City and Price and making the whole row clickable
                                      Lift /
is driving significantly more visitors to theConfirmation
       Level
                    ‘Next step’   Chance to Beat next step,Chance tois
                                                 Booking
                                                            and / Beat
                                                               Lift
                  conversion rate    Control
showing promise with Bookings                     Rate        Control


            1      33.76%             ---             3.37%           ---

                                    6.47%                         +6.69%
            2      35.95%    (99.99% chance to beat   3.60%   (87% chance to beat
                                    control)                        control)




                                                                                    29
3. EXAMPLE: Mixing Simple and Complex
                                               +150
                                             Bookings
                                              +6.69%
                                                Lift




 The ‘Clickable Row’ had the highest impact at the
   booking confirmation rate, with a +6.69% lift

                                                        30
3. Planning: Mix & Match between markets/journeys
                             US Traffic                   Rest of
Bookings                                                  World




 Car Hire                                                   English




                                                           Spanish
    Loyalty
  Registration

                 Email Sign-Up            Mobile / Tablet Site

                                                                      31
3. Planning: Revisit priorities quarterly




                                            32
© 2011 Webtrends, All Rights Reserved.   | 33
4. EXAMPLE: EU Cookie Law Test  Background




                                              34
4. EXAMPLE: EU Cookie Law Test  Background
                      Control                                       Level 4




                                                                  Optimal




Experiment                                      Conversion    Confirmation page      Conversion
           Run Date             Click button
  Page                                             Lift      (confidence interval)      Lift


 Control                             -              ---       2.98% (+/- 0.21%)          ---
           12/11/2012 –
            26/11/2012
 Optimal                    2.43% (+/- 0.07%)        -        3.09% (+/- 0.21%)       +3.64%

                                                                                               35
4. EXAMPLE: Mobile & Tablet




“My unborn nephew owns a
smartphone,” says person on street.




                                      36
4. EXAMPLE: Mobile & Tablet – make a case
                                           +61.32%
“Despite the [rapid                         Search
growth of mobile] , 69
companies in the FTSE
100 had done nothing
to “optimise” their
websites for mobiles…”




                                               37
4. EXAMPLE: Mobile & Tablet – fix it




                                       38
4. Be Thoughtful: Track more, Learn more




                                           39
4. EXAMPLE: Track more, Learn More

                 When the “Filter by Location” option was
                 amended to a dropdown…

                 …visitors used the ‘Star Rating’, ‘Filter by
                 Board’, and Map tools significantly more.

                 Explanation: the dropdown takes up far
                 less real estate and therefore places
                 further emphasis on other filters.

                 Additional Insight: the increased usage of
                 star rating, by board and the map tool
                 correlated positively with an increase in
                 hotels booked.

                 Recommendation: continue to test filter
                 ordering, emphasis, and style to identify
                 the real drivers behind hotel bookings.


                                                                40
5. The Path Ahead for

•  From 0.5 FTE to 2 FTE dedicated to the conversion
   optimization program

•  Large and complex testing continuing with full
   support from experts

•  Small tests conceived and built by KLM

•  Increase communication within the organization

•  Proactive testing associated with site developments
    •  Responsive design
    •  New applications
                                                         41
Lessons Learned
•  Takeoff requires a central owner and initial testing that
   focuses on business value

•  Attain departmental buy-in through a healthy mix of sharing
   and gambling

•  Plan ahead, and revisit your plans regularly

•  Keep it simple and look at all your journeys, markets and
   goals

•  Keep your program fresh through innovation and relevance

•  Once you’ve taken off, don’t plan on ever landing!
© 2011 Webtrends, All Rights Reserved.   | 45

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Engage 2013 - Give Your Optimization Program Wings

  • 1. How to give your Optimisation Program Wings Frans Poldervaart Tom Waterfall Web Analytics Manager Director of Optimisation Solutions
  • 2.
  • 3. - 75 country websites - 23 different languages - 1100 pages per country -  Largest travel site in 175.000   Netherlands (Twinkle T100) transac-ons  per   24%  online   month   KLM.com: By the numbers 3
  • 4. 4
  • 5. 1. How to get started PEOPLE DRIVE SUCCESS
  • 6. 1. How to get started: Identify Your Goals Upfront •  Increase share in online sales •  Use the most effective acquisition channel •  Increase flying blue members •  Make it easier for customers to navigate and purchase •  Increase ancillary revenue •  One stop shop •  Ensure customers’ experiences are more positive 6 Name of presentation - Version 1.01 dd-mm-2008
  • 7. 1. How to get started 7 Name of presentation - Version 1.01 dd-mm-2008
  • 8. 1. How to get started
  • 9. 1. EXAMPLE: How we took off 1 Control Functional 2 Inspiration Trust 3 4 9
  • 10. 1. EXAMPLE: How we took off Inspiration +14.11% +5,400 +€3.8 Conv. Bookings Million 10
  • 11. 1. How to get started: Following Take Off •  Begin Brainstorming test ideas •  Use all the tools at your disposal 11
  • 12. 12 Name of presentation - Version 1.01 dd-mm-2008
  • 13. 2. Getting buy-in: Start an illegal gambling ring 13
  • 14. 1. EXAMPLE: Starting an illegal gambling ring 14
  • 15. 2. Getting buy-in: Infiltrate & Cultivate 15
  • 16. 2. Getting buy-in: Shout about results & learning 16
  • 17. 2. EXAMPLE: Shout about results & learning 17
  • 18. 2. EXAMPLE: Shout about results & learning +23% Lift 18
  • 19. © 2011 Webtrends, All Rights Reserved. | 19
  • 20. 3. Planning & Prioritization: Companies struggle 20
  • 21. 3. Planning: Focus on quick wins This chart is based on tentative information presented, and elements might move around based on new data available. Starbursts indicate Booking Details page tests HIGH revenue lift potential. HIGH Booking Details page tests Simple Complex Changes to structure, arrangement or MID functionality Search results page functionality Tests with filters, modifying search MID Strikethrough pricing Affecting display, but only doable during sales Exceptions testing Search results page display ? No results pages etc. MID Promo codes, supplier logos, messaging Across the site ? Inclusions, messaging of any kind Homepage tests Any display/messaging HIGH Related tests Revenue Potential 21
  • 22. 3. EXAMPLE: ROI Potential vs. Complexity 22
  • 23. 3. Planning: Prioritise a mix of simple & complex 23
  • 24. 3. EXAMPLE: Mixing Simple and Complex +2.6% Lift
  • 25. 3. EXAMPLE: Mixing Simple and Complex +39% Lift
  • 26.
  • 27. 3. EXAMPLE: Mix & Match Control 27
  • 28. 3. EXAMPLE: Mixing Simple and Complex Level 1 Level 2 Level 3 Level 4 (Control) Lift / Booking ‘Next step’ Lift / Level Chance to Beat Control Confirmation conversion rate Chance to Beat Control Rate 1 33.23% --- 3.41% --- All alternate button copies drove significantly more visitors to the next +5.05% 2 step 34.91%also had a chance to beat impact on Bookings. and (99.43% positive 3.21% -5.84% (Not Significant) control) +5.48% +8.64% 3 35.05% (99.64% chance to beat 3.71% (85%% chance to beat control) control) +8.69% +6.04% 4 36.12% (99.79% chance to beat 3.62% (Not Significant chance to beat control) control) 28
  • 29. 3. EXAMPLE: Mixing Simple and Complex Level 1 (Control) Level 2 Underlining City and Price and making the whole row clickable Lift / is driving significantly more visitors to theConfirmation Level ‘Next step’ Chance to Beat next step,Chance tois Booking and / Beat Lift conversion rate Control showing promise with Bookings Rate Control 1 33.76% --- 3.37% --- 6.47% +6.69% 2 35.95% (99.99% chance to beat 3.60% (87% chance to beat control) control) 29
  • 30. 3. EXAMPLE: Mixing Simple and Complex +150 Bookings +6.69% Lift The ‘Clickable Row’ had the highest impact at the booking confirmation rate, with a +6.69% lift 30
  • 31. 3. Planning: Mix & Match between markets/journeys US Traffic Rest of Bookings World Car Hire English Spanish Loyalty Registration Email Sign-Up Mobile / Tablet Site 31
  • 32. 3. Planning: Revisit priorities quarterly 32
  • 33. © 2011 Webtrends, All Rights Reserved. | 33
  • 34. 4. EXAMPLE: EU Cookie Law Test  Background 34
  • 35. 4. EXAMPLE: EU Cookie Law Test  Background Control Level 4 Optimal Experiment Conversion Confirmation page Conversion Run Date Click button Page Lift (confidence interval) Lift Control - --- 2.98% (+/- 0.21%) --- 12/11/2012 – 26/11/2012 Optimal 2.43% (+/- 0.07%) - 3.09% (+/- 0.21%) +3.64% 35
  • 36. 4. EXAMPLE: Mobile & Tablet “My unborn nephew owns a smartphone,” says person on street. 36
  • 37. 4. EXAMPLE: Mobile & Tablet – make a case +61.32% “Despite the [rapid Search growth of mobile] , 69 companies in the FTSE 100 had done nothing to “optimise” their websites for mobiles…” 37
  • 38. 4. EXAMPLE: Mobile & Tablet – fix it 38
  • 39. 4. Be Thoughtful: Track more, Learn more 39
  • 40. 4. EXAMPLE: Track more, Learn More When the “Filter by Location” option was amended to a dropdown… …visitors used the ‘Star Rating’, ‘Filter by Board’, and Map tools significantly more. Explanation: the dropdown takes up far less real estate and therefore places further emphasis on other filters. Additional Insight: the increased usage of star rating, by board and the map tool correlated positively with an increase in hotels booked. Recommendation: continue to test filter ordering, emphasis, and style to identify the real drivers behind hotel bookings. 40
  • 41. 5. The Path Ahead for •  From 0.5 FTE to 2 FTE dedicated to the conversion optimization program •  Large and complex testing continuing with full support from experts •  Small tests conceived and built by KLM •  Increase communication within the organization •  Proactive testing associated with site developments •  Responsive design •  New applications 41
  • 42. Lessons Learned •  Takeoff requires a central owner and initial testing that focuses on business value •  Attain departmental buy-in through a healthy mix of sharing and gambling •  Plan ahead, and revisit your plans regularly •  Keep it simple and look at all your journeys, markets and goals •  Keep your program fresh through innovation and relevance •  Once you’ve taken off, don’t plan on ever landing!
  • 43.
  • 44.
  • 45. © 2011 Webtrends, All Rights Reserved. | 45