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A/B Testing 
How to break things and fail fast… 
without breaking things 
MARK HALVORSON • HEAD OF INTERACTIVE • ATLASSIAN SOFTWARE • @halv0112
About Atlassian 
We help great teams build better software, together. 
• Products include: JIRA, Confluence, Bitbucket, HipChat… 
• Founded in 2002 
• Over 37,000 Customers 
• Over 700 employees globally 
• No sales people 
! 
! 
!
“ Think Big, Act Small, Fail Fast, Learn Rapidly. 
” 
"LEAN SOFTWARE DEVELOPMENT” BY MARY AND TOM POPPENDIECK (2003)
Atlassian A/B Testing is cross functional 
Central “Growth Hacking” team to support: 
• Email 
• Product Management 
• Customer Platform 
• Customer Advocates 
• Internal Systems 
• Leads 
• Product Marketing 
• Support 
• Bitbucket 
• HipChat
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
Where do 
experiment ideas 
come from?
Anywhere.
What are you are 
trying to improve?
Blimp Dashboard
JIRA – Ticket
Types of tests 
• Pebbles 
• Change in copy or CTA presentation 
• Rocks 
• New page (e.g. no Dev Tools family page) 
• Boulders 
• Simplified order form
Examples
Reduce Friction 
A B
Increase Visibility 
A B
Simplify 
A B
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
What are you are 
trying to improve?
Blimp Dashboard
JIRA – Prioritized Backlog
JIRA – Ticket
JIRA – Ticket
Experiment Illuminati
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
Optimizely – Build
Optimizely – Build
Prepare for results.
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Confluence – Corresponding Test Page
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
JIRA – Prioritized Backlog
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
Optimizely – Start Experiment
Optimizely – Project Code
Magnolia CMS – Include Optimizely 
Checkbox
Magnolia CMS – Include Optimizely 
Checkbox
Confluence – Corresponding Test Page
Our Process 
COLLECT GREAT IDEAS 
TRIAGE BASED ON POTENTIAL IMPACT 
BUILD OUT GOOD CANDIDATES 
SCHEDULE TO AVOID CONFLICTS 
RUN EXPERIMENTS 
ANALYZE RESULTS
Optimizely – Results
What are you are 
trying to improve?
Blimp Dashboard
Optimizely – Results
Confluence – Corresponding Test Page
Confluence – Results Archive
Our Test Philosophy
Our Test Philosophy 
• Everything affecting conversion is tested
Our Test Philosophy 
• Everything affecting conversion is tested 
• Be aggressive
Our Test Philosophy 
• Everything affecting conversion is tested 
• Be aggressive 
• Regular cadence, no traffic wasted
Our Test Philosophy 
• Everything affecting conversion is tested 
• Be aggressive 
• Regular cadence, no traffic wasted 
• Never run a test that you wouldn’t want to win
Key Take Aways
Key Take Aways 
• Ideas are everywhere collect as many as you can, prioritize based on impact.
Key Take Aways 
• Ideas are everywhere collect as many as you can, prioritize based on impact. 
• Use ticket number everywhere so everyone is referring to the same test.
Key Take Aways 
• Ideas are everywhere collect as many as you can, prioritize based on impact. 
• Use ticket number everywhere so everyone is referring to the same test. 
• Involve stakeholders and developers… and get approvals.
Key Take Aways 
• Ideas are everywhere collect as many as you can, prioritize based on impact. 
• Use ticket number everywhere so everyone is referring to the same test. 
• Involve stakeholders and developers… and get approvals.
Thank you! 
MARK HALVORSON • HEAD OF INTERACTIVE • ATLASSIAN SOFTWARE • @halv0112

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