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Optimization
Best Practices
Jessie Becker
CMO, Optimizely
What is Optimizely?
Powering the ideal experience for
every customer at each touchpoint
Powerfully Simple Technology
•Code-free WYSIWYG visual
editor makes it easy to create
and launch new experiments
•Get started in minutes with
easy implementation
•Iterate faster and bypass
bottlenecks, such as code
freezes, resource restraints
and AppStore approvals.
Optimize websites
or mobile apps
Real-Time, Actionable Insights
•Real-time analytics provide valuable
insights into performance so you can
take action
•Launch statistically significant winning
variations with one click
•Create and share reports for greater
visibility, highlighting key metrics and
insights for your business
Unlocking the Power of Optimization
“As Google does, most of
our work is proven or
disproven by A/B
testing.
Only that which leads to
an improved experience
gets rolled out to
everyone.”
- Netflix Investor Relations
“It’s really important to
get it out in the market
and test it with people to
see what they think.”
- Mike Schroepfer, CTO of
Facebook
“If you double the
number of experiments
you do per year,
you’re going to double
your inventiveness.”
- Jeff Bezos, CEO of Amazon
Unlocking the Power of Optimization
Experimentation at Netflix
Experimentation at Netflix
Best Practice #1:
Use optimization
to transform traditional
processes.
Testing & Optimization are Related
Continuous
Optimization
One-Off
Testing
Optimization Encourages Constant
Iteration and Discovery
• Data is actionable,
improvement measurable,
and risks calculated
• Iteration through testing is
the first step
• Dynamic experiments enable
new discoveries
Iron Mountain
Enterprise information management services
$7B market capitalization
Target High-Performing Experiences
Target High-Performing Experiences
+123%
Engagement
Generic Control Healthcare Audience Variation
Industry-specific information delivered based on IP address
Transform Marketing Campaigns
Code.org
Nonprofit backed by Bill Gates and Mark Zuckerberg
91M participants to date
Transform Marketing Campaigns
Simple copy experiments garnered 12 million new participants
+40%
Participants
Headline and CTA Control Winning Headline and CTA Variation
Transform Marketing Campaigns
• Campaigns are dynamic
• Tremendous performance upside
• Closing the loop from execution to
measurement prompts new action
• Improves the ROI of many digital
marketing channels
• Social/PR
• Paid Advertising
• Email Marketing
Best Practice #2:
Swing for the fences;
then scale to
what’s feasible.
Experimentation is More than Iteration
• Generate experiment data to qualify strategic choices
• Quantify the impact of investments and future improvements
Incentive Experiment: Netflix Referrals
Incentive Experiment: Netflix Referrals
Hypothesis: Incentives to invite friends will
generate cost-effective new users.
Variable: What value of offer will elicit a
response?
Lessons Learned:
• Test at the limits to determine effect
• Scale back to a reasonable level once
viable marketing channel has been
established
Organic Referral
Control
Invite a friend to Netflix!
Give One, Get One
Variation
Invite a friend for $100 credit!
$100 Credit
Variation
Incentive Experiment: Netflix Referrals
New Feature: Payment Options
Painted Door Experiment
Answer the question:
Is a new payment option attractive to customers?
New Feature: Payment Options
Hypothesis: Offering a new payment
method to users will increase signups.
Variable: Does the existence of this
feature matter to visitors?
Lessons Learned:
• Use a ‘painted door’ to determine if
development resources are needed to
build the option
• Quantify estimated value in advance
Best Practice #3:
Leverage the collective
creativity of your team.
Leadership Leadership
Individual Contributors Individual Contributors
Optimization Fosters Innovation
Leadership Leadership
Individual Contributors Individual Contributors
• Flow of ideas is multi-directional and
meritocratic
• Evaluate and execute on more ideas
• Uncover talent for both creativity and
data intelligence
• Diversity of skills and experiences is
a key strength of an optimization
program
Optimization Fosters Innovation
E-Commerce Signup Experiment
Trunk Club
Subscription clothing retailer
Recently acquired by Nordstrom for $350M
E-Commerce Signup Experiment
Counterintuitive concept immediately coded to production
+150%
New customer
acquisition
Onboarding Experience Variation
Best Practice #2:
Swing for the fences; then scale to
what’s feasible.
Best Practice #1:
Use optimization to transform
traditional processes.
Best Practice #3:
Leverage the collective creativity of
your team.
Questions?

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Best Practices on Optimization with Jessie Becker, CMO of Optimizely

Editor's Notes

  1. To address those challenges, Optimizely has created the world’s leading experience optimization platform. Experience optimization means delivering the best possible customer experience every time you come in contact with your customer, be that on the web or via a mobile app. In orer to deliver the best possible experience, Optimizely helps power A/B testing, personalization, and more.
  2. This is an earlier version of the homepage, which was focused on DVD subscriptions. It also focused on explaining, in copy and visual imagery, just how the Netflix service worked.
  3. Experience at Netflix boils down to optimization of this page - where visitors convert to trial subscribers. Experimentation and tests centered around optimizing the incentives that encouraged new subscriptions, as well as optimizing which package new members should sign up for. In the later years, optimization was focused on shifting the business away from DVD subscriptions and towards digital streaming.
  4. We see optimization and testing as interrelated ideas; testing is a process that evolves into a more embedded culture of optimization. Test and learn / Experimentation / Experimental design Be careful about word choice “Definition” page Evolution page - maturity matrix
  5. Iron M
  6. Nick feedback Limit to one example?
  7. Move the best practices upfront in each takeaway