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How to properly
split-test your
WordPress website
IGOR KOLOSOV
WORDCAMP VIENNA, APRIL 2015
What is split (A/B) testing?
o Traffic is split randomly and evenly between existing web page
(control version) and different variations of the same page
(Widerfunnel.com definition)
oA vs. B vs. n-th variation
oAdditional note: multiarmed bandit as a test type
@IGORKO_HUB ON #WCVIE, APRIL 2015
What is multivariate testing?
o Simultaneously testing numerous variations of the page by
combining web page elements (title, images, colours..)
o A1 B1 vs. A2 B1 vs. A1 B2 vs. A2 B2 etc.
@IGORKO_HUB ON #WCVIE, APRIL 2015
Why split/multivariate test?
o Data beats opinions
o Test what people really do and not what they say they would do
(in usability tests)
o Insights gained can help your other (marketing) efforts
o Valid Conversion rate optimization doesn’t exist without valid
testing
@IGORKO_HUB ON #WCVIE, APRIL 2015
Optimise or die
o Stepwise redesign (one big change every couple of years)
o Gains missed between launches
vs.
o Continuous design (and usefulness) improvements
o Requires more resources
o Website requirements changing fast so #2 is a better option in the longer run
o Establish process and the ROI won’t be a problem
Thanks Craig Sullivan (@optimiseordie) for the inspiration for the title 
@IGORKO_HUB ON #WCVIE, APRIL 2015
Before testing
o Quantitative analysis (answers what and how)
o Web analytics
o Behavior tracking and analysis (heatmaps, session recording)
o Qualitative analysis (answers why)
o User feedback
o Polls, interviews
o Define sample size and test length
o Use calculators for two-sided t-test
o The only way for the test to be statistically valid is to stick to this
@IGORKO_HUB ON #WCVIE, APRIL 2015
Before testing (continued)
o Seasonality or important dates
o Christmas sales, Cyber Monday, etc.
o Align with business strategy/goals
o determine KPIs
o make a testing roadmap
o Business cycles/waves length
o How many visits and days before the sale is made?
o Test for minimum one purchase cycle and/or two business cycles
@IGORKO_HUB ON #WCVIE, APRIL 2015
Before testing (continued)
o Technical check
o WP plugins compatibility (also consider removing unnecessary ones)
o Server resources
o Browsers, devices, screen resolutions
o Website performance (page load time)
@IGORKO_HUB ON #WCVIE, APRIL 2015
Before testing (resource list)
@IGORKO_HUB ON #WCVIE, APRIL 2015
Before testing (resource list
continued)
@IGORKO_HUB ON #WCVIE, APRIL 2015
What to test?
o Button? Background colour? Photo size or content of the photo? Headline?
Call-to-action on the button?
o Align with your goals first
o Don’t take other websites’ “good case practices“ for granted, but look for
patterns on highly optimized websites (Airbnb, Amazon, Booking.com…)
@IGORKO_HUB ON #WCVIE, APRIL 2015
How to test on WordPress?
o Page A vs page B (different URLs)
o Dynamic changes on page, which creates version A, B, C…
o Multivariate test – dynamic changes of elements within page
o Split test page template
o Split test website template
@IGORKO_HUB ON #WCVIE, APRIL 2015
Wordpress testing (resource list)
@IGORKO_HUB ON #WCVIE, APRIL 2015
General testing pitfalls and myths
o Stopping test as 95% significance is reached
o Sample size, business cycles, traffic volume is what determines test length
o Test results for one experiment are valid forever
o Market changes so as your visitor habits, traffic sources, promotion calls-to-action; re-do
one single test from time to time (rule of thumb: once a year)
o Test without conversion rate lift is failure
o Track and measure all the data and pull out conclusions: you will know what not to do any
more in the same way
@IGORKO_HUB ON #WCVIE, APRIL 2015
WordPress website testing
problems
o Often testing cannot run properly because of caching plugin setup
o Solution: try different caching plugin or turn of caching completely (use CDN
instead); sometimes excluding certain scripts from minification is enough
o Too many (unnecessary or poorly optimized?) plugins causing webpage to
load slow; combined with testing services becomes a problem
o Solution: turn off plugins that you don’t need
o Testing plugin not playing nice with some other plugin
o Solution: try alternative plugins if possible; try other testing service
@IGORKO_HUB ON #WCVIE, APRIL 2015
Other (resource list)
@IGORKO_HUB ON #WCVIE, APRIL 2015
About me & contact info
Web Analytics and Online business growth independent consultant, a psychologist working in the
field of internet marketing. Passionate about analysing website visitors’ behaviour, eliminating
frustrations and improving user’s online experience. Believes that randomness is just a name for an
undiscovered pattern.
Certified for Google Analytics and Adwords Search, Google Partner as an agency.
With 7+ years and a broad experience in CRO and web analytics, worked with more than 70 clients as
a freelance consultant. Former Customer Acquisition and Web analytics guy at ManageWP.
o contactme@igorkolosov.com
o igorkolosov.com
o http://optimize.rs
o Twitter: @igorko_hub
o LinkedIn: http://rs.linkedin.com/in/igorkolosov
o WP org: https://profiles.wordpress.org/igorkol
@IGORKO_HUB ON #WCVIE, APRIL 2015

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How to properly split test your WordPress website

  • 1. How to properly split-test your WordPress website IGOR KOLOSOV WORDCAMP VIENNA, APRIL 2015
  • 2. What is split (A/B) testing? o Traffic is split randomly and evenly between existing web page (control version) and different variations of the same page (Widerfunnel.com definition) oA vs. B vs. n-th variation oAdditional note: multiarmed bandit as a test type @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 3. What is multivariate testing? o Simultaneously testing numerous variations of the page by combining web page elements (title, images, colours..) o A1 B1 vs. A2 B1 vs. A1 B2 vs. A2 B2 etc. @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 4. Why split/multivariate test? o Data beats opinions o Test what people really do and not what they say they would do (in usability tests) o Insights gained can help your other (marketing) efforts o Valid Conversion rate optimization doesn’t exist without valid testing @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 5. Optimise or die o Stepwise redesign (one big change every couple of years) o Gains missed between launches vs. o Continuous design (and usefulness) improvements o Requires more resources o Website requirements changing fast so #2 is a better option in the longer run o Establish process and the ROI won’t be a problem Thanks Craig Sullivan (@optimiseordie) for the inspiration for the title  @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 6. Before testing o Quantitative analysis (answers what and how) o Web analytics o Behavior tracking and analysis (heatmaps, session recording) o Qualitative analysis (answers why) o User feedback o Polls, interviews o Define sample size and test length o Use calculators for two-sided t-test o The only way for the test to be statistically valid is to stick to this @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 7. Before testing (continued) o Seasonality or important dates o Christmas sales, Cyber Monday, etc. o Align with business strategy/goals o determine KPIs o make a testing roadmap o Business cycles/waves length o How many visits and days before the sale is made? o Test for minimum one purchase cycle and/or two business cycles @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 8. Before testing (continued) o Technical check o WP plugins compatibility (also consider removing unnecessary ones) o Server resources o Browsers, devices, screen resolutions o Website performance (page load time) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 9. Before testing (resource list) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 10. Before testing (resource list continued) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 11. What to test? o Button? Background colour? Photo size or content of the photo? Headline? Call-to-action on the button? o Align with your goals first o Don’t take other websites’ “good case practices“ for granted, but look for patterns on highly optimized websites (Airbnb, Amazon, Booking.com…) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 12. How to test on WordPress? o Page A vs page B (different URLs) o Dynamic changes on page, which creates version A, B, C… o Multivariate test – dynamic changes of elements within page o Split test page template o Split test website template @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 13. Wordpress testing (resource list) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 14. General testing pitfalls and myths o Stopping test as 95% significance is reached o Sample size, business cycles, traffic volume is what determines test length o Test results for one experiment are valid forever o Market changes so as your visitor habits, traffic sources, promotion calls-to-action; re-do one single test from time to time (rule of thumb: once a year) o Test without conversion rate lift is failure o Track and measure all the data and pull out conclusions: you will know what not to do any more in the same way @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 15. WordPress website testing problems o Often testing cannot run properly because of caching plugin setup o Solution: try different caching plugin or turn of caching completely (use CDN instead); sometimes excluding certain scripts from minification is enough o Too many (unnecessary or poorly optimized?) plugins causing webpage to load slow; combined with testing services becomes a problem o Solution: turn off plugins that you don’t need o Testing plugin not playing nice with some other plugin o Solution: try alternative plugins if possible; try other testing service @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 16. Other (resource list) @IGORKO_HUB ON #WCVIE, APRIL 2015
  • 17. About me & contact info Web Analytics and Online business growth independent consultant, a psychologist working in the field of internet marketing. Passionate about analysing website visitors’ behaviour, eliminating frustrations and improving user’s online experience. Believes that randomness is just a name for an undiscovered pattern. Certified for Google Analytics and Adwords Search, Google Partner as an agency. With 7+ years and a broad experience in CRO and web analytics, worked with more than 70 clients as a freelance consultant. Former Customer Acquisition and Web analytics guy at ManageWP. o contactme@igorkolosov.com o igorkolosov.com o http://optimize.rs o Twitter: @igorko_hub o LinkedIn: http://rs.linkedin.com/in/igorkolosov o WP org: https://profiles.wordpress.org/igorkol @IGORKO_HUB ON #WCVIE, APRIL 2015