App experimentation as a
strategy at Booking.com
3 reasons for running experiments on apps
Jorden Lentze, September 2022
MOBILE APPS
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Would it surprise
you that 37.6% of all
experiments at
Booking.com are
running on apps?
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Who has ever run experiments on apps?
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When I asked on Linkedin 62%
Source: survey on Linkedin
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01
Key takeaways
Follow your customers
02 User experience is
key for apps
03 Helps execute on
your strategy
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Experimentation at
Booking.com
500+ concurrent experiments
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90%
10%
9/10
experiments
fail for users.
Source: VWO 2016
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01 Validate business decisions
02 Learn faster
03 Reduce deployment risk
04 Do not hurt our customers
05 Improve experience
Benefits of
experimentation
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Run experiments to add value and not features
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01
Experimentation is
part of our strategy
Informs strategy
02 Validates strategic choices
03 Increases experiment quality
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Source
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● Test everything
● Anybody can run experiments
● No hippos
● Teams made for experimentation
● 100% access to data
What does this mean?
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And this results in………
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2011
Start with the development of our first app
1 team
2018
Increased focus
25 teams
2022
Key part of our strategy
60+ teams
2005
First experiment at Booking.com
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1. Follow your customers
Run experiments on the most important channels
for your customers
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01
Follow our customers
Our customers are
on our apps
02 Customers come
straight to us
03 They come back to
Booking more often
using apps
Guests love the ease
of use of our apps
Source: Booking earnings call
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Experimentation measurably helps improve the customer
experience
1. Follow your customers
2. User experience is key for apps
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Challenges for apps
● Smaller screens
● High expectations
● Speed matters
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Confidential + Proprietary
A better experience trumps everything
- Jared Spool
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Small changes can
influence the
experience of our
customers
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Small changes can
influence the
experience of our
customers
This icon might be
confusing guests?
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100% bug fix policy
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Speed matters. We care about app performance
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The higher up in the funnel, the bigger the impact
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User experience is key for apps because:
- small screens
- high expectations
- speed matters
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3. Helps execute on your strategy
Informs and validates your decisions
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Informs strategy
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Some thoughts to get you started
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● Firebase Remote Config
● LaunchDarkly
● Optimizely
● Split.io
● VWO
● AB tasty
● A/B smartly
● Build your own
Available tools
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● Release process
● Check if you have enough traffic
● Understand your customers
● Think about parity across platforms
● Spreading hypothesis across platforms?
Before you start running
app experiments
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01
Recap
Follow your customers
02 User experience is
key for apps
03 Execute on your
strategy faster