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Making More Happen –
How to Measure Revenue in Milliseconds
Cliff Crocker
@cliffcrocker
SOASTA
VP Product, mPulse
Performance is a Business
Problem
Funnel Optimization is Everything
• Merchandizing
• SEO
• Multivariate testing
• Pricing
• Ad Campaigns & targeting
• User Experience
Performance IS User
Experience!!
Yahoo! - 2008
Increase of 400ms
causes 5-9% increase in
user abandonment
http://www.slideshare.net/stubbornella/designing-fast-websites-presentation
Shopzilla - 2009
A reduction in Page Load
time of 5s increased site
conversion 7-12%!
http://assets.en.oreilly.com/1/event/29/Shopzilla%27s%20Site%20Redo%20-
%20You%20Get%20What%20You%20Measure%20Presentation.ppt
Walmart - 2012
http://minus.com/msM8y8nyh#1e
SF WebPerf –
2012
Up to 2%
conversion
increase for every
second
SIMULATION
Unfortunately, it’s not always
that straightforward
Not All Pages are Created Equal
For a typical
eCommerce site,
conversion rate
drops by up to 50%
when “browse”
pages increase
from 1 to 6
seconds
Not All Pages are Created Equal
However, there is
much less impact
to conversion
when “checkout”
pages degrade
Getting Started
• Organizational challenges
• Process challenges
• Visibility
• Expertise
• Focus & prioritization
Steve Skroce
Staples
Sr. Manager, Site Operations
steven.skroce@staples.com
How Did I Get Here
Developer SEO Performance
SiteSpeed & Staples
• A top goal for Staples eCommerce
• It’s about customer experience
• Speed is essential to UX
• Because Staples is highly matrixed
• Visibility into the organization is key
• Approach as a discipline and institutionalize the process
First Things First
• You can’t manage what you can’t measure
• Earliest work involved selecting the proper tools
• Business and Engineering led team
• Already had synthetic transaction monitoring tool
• Backend tools were also available
• RUM tool was missing from the set
• Needed RUM info if we were going to affect our customers’ experiences
First Things First
• Assembling a cross-functional team
• Business
• Decides which features and functionality lives on the site
• Engineering
• How something gets built can make or break page load time
• Marketing
• Asset optimization is important
• Merchandising
• On-site content
• Analytics
• Analytics team ties everything together
• And others…
Why Is Speed Important to Staples?
Bounce Rate increases as load time increases
Why Is Speed Important to Staples?
Conversion rate decreases as load time increases
The First Pass
• Governance meetings to evaluate functionality
• Cataloged all site features
• Weekly meeting to discuss one or two features in detail
• Feature owner comes prepared to review all aspects
• Full Page Load vs. Time to Interactive
• How Staples defines them
• FPL ensured wide exposure / awareness through the organization
• Everyone was involved from the beginning
• Set the expectation of accountability
The First Pass
• Onsite promotional banners were too “heavy”
• Inconsistent image optimization
• Depended on the individual, not the process
• 25k and 250k
• Put a new process in place
The First Pass
• Testing practices were inefficient
• Two vehicles for A/B testing
• Eliminate one
• Process improvement opportunity for ending campaigns
• Eliminate lingering artifacts
The First Pass
• Needed “sanity” around third party calls
• Categorization of calls
• Ads
• Marketing
• Analytics
• Recommendations
• Social Buttons
• Etc.
• Removed some calls, optimized others
• Further work needs to be done
The First Pass
• Database calls were inefficient
• Some pages went from 200 calls to 10
Evolution
• Go bolder, sooner
• Sprint model allowed us to deliver something every release
• Something, not something substantial
• Not enough time for big, bold changes
• We needed to step-back and reevaluate
How fast are we, really?
• Examples of pagespeed for Staples
• Median vs. percentiles
• Make it simple for a wide audience to understand the metrics
• Key page performance – target specific pages to focus on
• Home, Product, Search, Class, Login, Cart
Make Faster Page Load Times Happen
• mPulse
• WebPagetest.org
• Dev Tools
• NetPanel
• “Motivational” emails from the top
Make ‘Faster Page Load Times’ Happen
• Confirmation of what we already knew:
• Front-end vs. back-end time
X
JS refactoring
Reduced k size by 48%
Reduced lines of code by 52%
CSS refactoring
Reduced k size by 83%
Reduced lines of code by 88%
Early Results
• Shaved 1 full second off of Home page median
• Shaved 6 seconds off of the 98th%
• Conversion improved by roughly 10%

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Velocity NY - How to Measure Revenue in Milliseconds

  • 1. Making More Happen – How to Measure Revenue in Milliseconds
  • 3. Performance is a Business Problem
  • 4. Funnel Optimization is Everything • Merchandizing • SEO • Multivariate testing • Pricing • Ad Campaigns & targeting • User Experience Performance IS User Experience!!
  • 5. Yahoo! - 2008 Increase of 400ms causes 5-9% increase in user abandonment http://www.slideshare.net/stubbornella/designing-fast-websites-presentation
  • 6. Shopzilla - 2009 A reduction in Page Load time of 5s increased site conversion 7-12%! http://assets.en.oreilly.com/1/event/29/Shopzilla%27s%20Site%20Redo%20- %20You%20Get%20What%20You%20Measure%20Presentation.ppt
  • 7. Walmart - 2012 http://minus.com/msM8y8nyh#1e SF WebPerf – 2012 Up to 2% conversion increase for every second
  • 9. Unfortunately, it’s not always that straightforward
  • 10. Not All Pages are Created Equal For a typical eCommerce site, conversion rate drops by up to 50% when “browse” pages increase from 1 to 6 seconds
  • 11. Not All Pages are Created Equal However, there is much less impact to conversion when “checkout” pages degrade
  • 12. Getting Started • Organizational challenges • Process challenges • Visibility • Expertise • Focus & prioritization
  • 13. Steve Skroce Staples Sr. Manager, Site Operations steven.skroce@staples.com
  • 14. How Did I Get Here Developer SEO Performance
  • 15. SiteSpeed & Staples • A top goal for Staples eCommerce • It’s about customer experience • Speed is essential to UX • Because Staples is highly matrixed • Visibility into the organization is key • Approach as a discipline and institutionalize the process
  • 16. First Things First • You can’t manage what you can’t measure • Earliest work involved selecting the proper tools • Business and Engineering led team • Already had synthetic transaction monitoring tool • Backend tools were also available • RUM tool was missing from the set • Needed RUM info if we were going to affect our customers’ experiences
  • 17. First Things First • Assembling a cross-functional team • Business • Decides which features and functionality lives on the site • Engineering • How something gets built can make or break page load time • Marketing • Asset optimization is important • Merchandising • On-site content • Analytics • Analytics team ties everything together • And others…
  • 18. Why Is Speed Important to Staples? Bounce Rate increases as load time increases
  • 19. Why Is Speed Important to Staples? Conversion rate decreases as load time increases
  • 20. The First Pass • Governance meetings to evaluate functionality • Cataloged all site features • Weekly meeting to discuss one or two features in detail • Feature owner comes prepared to review all aspects • Full Page Load vs. Time to Interactive • How Staples defines them • FPL ensured wide exposure / awareness through the organization • Everyone was involved from the beginning • Set the expectation of accountability
  • 21. The First Pass • Onsite promotional banners were too “heavy” • Inconsistent image optimization • Depended on the individual, not the process • 25k and 250k • Put a new process in place
  • 22. The First Pass • Testing practices were inefficient • Two vehicles for A/B testing • Eliminate one • Process improvement opportunity for ending campaigns • Eliminate lingering artifacts
  • 23. The First Pass • Needed “sanity” around third party calls • Categorization of calls • Ads • Marketing • Analytics • Recommendations • Social Buttons • Etc. • Removed some calls, optimized others • Further work needs to be done
  • 24. The First Pass • Database calls were inefficient • Some pages went from 200 calls to 10
  • 25. Evolution • Go bolder, sooner • Sprint model allowed us to deliver something every release • Something, not something substantial • Not enough time for big, bold changes • We needed to step-back and reevaluate
  • 26. How fast are we, really? • Examples of pagespeed for Staples • Median vs. percentiles • Make it simple for a wide audience to understand the metrics • Key page performance – target specific pages to focus on • Home, Product, Search, Class, Login, Cart
  • 27. Make Faster Page Load Times Happen • mPulse • WebPagetest.org • Dev Tools • NetPanel • “Motivational” emails from the top
  • 28. Make ‘Faster Page Load Times’ Happen • Confirmation of what we already knew: • Front-end vs. back-end time X
  • 29. JS refactoring Reduced k size by 48% Reduced lines of code by 52% CSS refactoring Reduced k size by 83% Reduced lines of code by 88%
  • 30. Early Results • Shaved 1 full second off of Home page median • Shaved 6 seconds off of the 98th% • Conversion improved by roughly 10%