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Best Practices & Lessons
Learned from 30,000 A/B
 and Multivariate Tests

       Dan Siroker
    Co-Founder & CEO
Lesson #1:

Nothing is sacred. Question assumptions.
Media


Button
Splash page experiment
Variations:
    Button:           Media:

     1. Sign Up        1. Get Involved Image

     2. Learn More     2. Family Image

     3. Join Us Now    3. Change Image

     4. Sign Up Now    4. Barack’s Video

                       5. Springfield Video

                       6. Sam’s Video
Button: “Sign Up”
Button: “Learn More”
Button: “Join Us Now”
Button: “Sign Up Now”
Splash page experiment
Variations:
    Button:           Media:

     1. Sign Up        1. Get Involved Image

     2. Learn More     2. Family Image

     3. Join Us Now    3. Change Image

     4. Sign Up Now    4. Barack’s Video

                       5. Springfield Video

                       6. Sam’s Video
Media: “Get Involved”
Media: “Family”
Media: “Change”
Media: “Barack’s Video”
Media: “Springfield Video”
Media: “Sam’s Video”
Splash page experiment
Variations:
    Button:           Media:

     1. Sign Up        1. Get Involved Image

     2. Learn More     2. Family Image

     3. Join Us Now    3. Change Image

     4. Sign Up Now    4. Barack’s Video

                       5. Springfield Video

                       6. Sam’s Video
Splash page experiment
Variations:
    Button:           Media:

     1. Sign Up        1. Get Involved Image

     2. Learn More     2. Family Image

     3. Join Us Now    3. Change Image

     4. Sign Up Now    4. Barack’s Video

                       5. Springfield Video

                       6. Sam’s Video
Splash page experiment
Variations:
    Button:           Media:

     1. Sign Up        1. Get Involved Image

     2. Learn More     2. Family Image

     3. Join Us Now    3. Change Image

     4. Sign Up Now    4. Barack’s Video

                       5. Springfield Video

                       6. Sam’s Video
Splash page experiment results
Splash page experiment results
Splash page experiment results
Splash page experiment results
               Email
                            Volunteers   Amount Raised
            Subscriptions

Original:    7,120,000       712,000     $143,000,000


+40.6%       +2,880,000     +288,000     +$57,000,000


 New:        10,000,000     1,000,000    $200,000,000
Splash page experiment results
               Email
                            Volunteers   Amount Raised
            Subscriptions

Original:    7,120,000       712,000     $143,000,000


+40.6%       +2,880,000     +288,000     +$57,000,000


 New:        10,000,000     1,000,000    $200,000,000
Splash page experiment results
               Email
                            Volunteers   Amount Raised
            Subscriptions

Original:    7,120,000       712,000     $143,000,000


+40.6%       +2,880,000     +288,000     +$57,000,000


 New:        10,000,000     1,000,000    $200,000,000
vs.
vs.
      +600%
      engagement
Lesson #1:

Nothing is sacred. Question assumptions.
Lesson #2:

Less is more. Reduce choices.
vs.
vs.



+8.4%
signups
vs.
vs.




      +10.97%
      $ per visitor
vs.
vs.

      +8%
      engagement
Lesson #2:

Less is more. Reduce choices.
Lesson #3:

Words matter. Focus on your call to action.
Donation button experiment

Variations
Donation button experiment results
                  Never       Signed Up,    Previously
Variations      Signed Up   Never Donated    Donated

                  0.0%          0.0%          0.0%

                  +2.3%        +27.8%        +16.3%

                 -27.8%         N/A           N/A

                 +15.2%        -24.6%        +11.9%

                  +8.5%        +2.9%         +18.4%
vs.
vs.



+10%
clicks
vs.
vs.

      +14.6%
      clicks
vs.
vs.




      +15.75%
      $ per visitor
Lesson #3:

Words matter. Focus on your call to action.
Lesson #4:

Fail fast.
vs.
vs.
      -92.3%
      video
      clicks
Lesson #4:

Fail fast.
Lesson #5:

Start today.
Happy Customers




Featured In
Lesson #5:

Start today.
Lessons Learned
1. Nothing is sacred. Question assumptions.
2. Less is more. Reduce choices.
3. Words matter. Focus on your call to action.
4. Fail fast.
5. Start today.
Email me:        Follow me:
dan@optimizely.com   @dsiroker

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Best Practices & Lessons Learned from 30,000 A/B and Multivariate Tests

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