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Lessons learned
from hundreds of

A/B tests
Cornelia Seitz, AB Tasty
E-commerce Media AgenciesLeads
70
people
6 years
expertise
> 350 Premium
clients
1st French AB Testing/Personalization
solution*
*source :
How long do you think it takes

for digital marketers

to recover their investments

in conversion optimisation?
How about 3 weeks ?
+14%
click rate
-10%
bounce
rate
From testing to personalisation

Take a stairway to sucess
1. Define
hypothesis
2. Launch
test
3.
Analyse
results
4.
Personalise
Personalize your website

based on test results and customer segments
HP for Returning users HP for New users
+14%
registration
s
Identify critical pages
CHALLENGE
Large amout of users adding products to the
cart but dropping off and not finalizing the
purchase
HYPOTHESIS
Too many distraction elements on the cart
page ! reducing those elements will have a
positive impact on shoppingcart closure
rate.
PRIMARY GOAL
Conversion = Sales Transaction
+16%
conversion
rate
Increase Cart Conversion

by reducing distraction in the cart
Verify Best practices

to conscously invest
CHALLENGE
Measure cost/ benefit ratio of product videos and find
corresponding product segments.
HYPOTHESIS
Removing the video presentation from the product page has
a negative impact on the add to cart rate
PRIMARY GOAL
Add to cart rate
Consciously invest

based on actual data points
Cost/
value
ratio
Look at data 

from different perspectives
Draw the right conclusions
DEPENDENCIES
Assure you have a complete overview on dependencies between different
goals/ external traffic acquisition/ promotions for a test – not only after
consulting a data analyst ☺
FILTER/ SEGMENT
Assure filtering/segmenting solutions can be applied to your test – ideally
upfront and retrospectively
GOALS
Define global goals and combine with test based goals
Present your product range
CHALLENGE:
Low shopping cart value/ low number of
products in the cart.
HYPOTHESIS
Displaying corresponding products will
increase number of products in the cart.
PRIMARY GOALS
Conversion & AOV
I would look for another example as this
one is not so much known and quite
much repetitve with the first one
Increase items/cart

via product presentation
+11%
product
views
+10%
of sales
Optimize customer Experience

via testing cross-selling rules
Engage your audience 

with a personalised message based on their behaviour
CHALLENGE
Offer the same promotion across all
on- and offline channels
HYPOTHESIS
Communication adapted to user
behaviour will show same results as
in offline promotions
PRIMARY GOAL
Purchased Items
+15%
pts in
online
sales
Address your audience

the way they expect
+14%
conversion
Optimize your message

+30%
clicks
Assure performance 

after relaunch by progressive redirection
+37%
conversion
Maximise your revenues in real-time
1 2 3 4
Key takeaways
Segment
-Products
-Tests
-Users
Analyse
- Traffic
- Critical
pages
- USP
Define
- Hypothesis
- Goals
- Elements
Personaliz
e
-
Cornelia Seitz
+49 221 9823 5002
Cornelia@abtasty.com
linkedin.com/in/corneliaseitz
xing.com/profile/Cornelia_Seitz

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E-commerce Berlin Expo - AB tasty - Cornelia Seitz

  • 1. Lessons learned from hundreds of
 A/B tests Cornelia Seitz, AB Tasty
  • 2. E-commerce Media AgenciesLeads 70 people 6 years expertise > 350 Premium clients 1st French AB Testing/Personalization solution* *source :
  • 3. How long do you think it takes
 for digital marketers
 to recover their investments
 in conversion optimisation?
  • 4. How about 3 weeks ? +14% click rate -10% bounce rate
  • 5. From testing to personalisation
 Take a stairway to sucess 1. Define hypothesis 2. Launch test 3. Analyse results 4. Personalise
  • 6. Personalize your website
 based on test results and customer segments HP for Returning users HP for New users +14% registration s
  • 7. Identify critical pages CHALLENGE Large amout of users adding products to the cart but dropping off and not finalizing the purchase HYPOTHESIS Too many distraction elements on the cart page ! reducing those elements will have a positive impact on shoppingcart closure rate. PRIMARY GOAL Conversion = Sales Transaction
  • 8. +16% conversion rate Increase Cart Conversion
 by reducing distraction in the cart
  • 9. Verify Best practices
 to conscously invest CHALLENGE Measure cost/ benefit ratio of product videos and find corresponding product segments. HYPOTHESIS Removing the video presentation from the product page has a negative impact on the add to cart rate PRIMARY GOAL Add to cart rate
  • 10. Consciously invest
 based on actual data points Cost/ value ratio
  • 11. Look at data 
 from different perspectives
  • 12. Draw the right conclusions DEPENDENCIES Assure you have a complete overview on dependencies between different goals/ external traffic acquisition/ promotions for a test – not only after consulting a data analyst ☺ FILTER/ SEGMENT Assure filtering/segmenting solutions can be applied to your test – ideally upfront and retrospectively GOALS Define global goals and combine with test based goals
  • 13. Present your product range CHALLENGE: Low shopping cart value/ low number of products in the cart. HYPOTHESIS Displaying corresponding products will increase number of products in the cart. PRIMARY GOALS Conversion & AOV I would look for another example as this one is not so much known and quite much repetitve with the first one
  • 14. Increase items/cart
 via product presentation +11% product views +10% of sales
  • 15. Optimize customer Experience
 via testing cross-selling rules
  • 16. Engage your audience 
 with a personalised message based on their behaviour CHALLENGE Offer the same promotion across all on- and offline channels HYPOTHESIS Communication adapted to user behaviour will show same results as in offline promotions PRIMARY GOAL Purchased Items +15% pts in online sales
  • 17. Address your audience
 the way they expect +14% conversion
  • 19. Assure performance 
 after relaunch by progressive redirection +37% conversion
  • 20. Maximise your revenues in real-time
  • 21. 1 2 3 4 Key takeaways Segment -Products -Tests -Users Analyse - Traffic - Critical pages - USP Define - Hypothesis - Goals - Elements Personaliz e -
  • 22. Cornelia Seitz +49 221 9823 5002 Cornelia@abtasty.com linkedin.com/in/corneliaseitz xing.com/profile/Cornelia_Seitz