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+
A/B Testing 

You Might Just Be Doing it Wrong
+
Tomasz Borys
Director of Marketing, 

KISSmetrics


@tbcali
Andrew Caravella
VP of Marketing,

Sprout Social


@andrewcaravella
+
Table of Contents
• The optimum strategies for A/B testing
• How we A/B Test at KISSmetrics
• A/B Testing beyond click conversions - having a
pulse on the entire funnel and why it’s important
• The influence social traffic has in the funnel
+
The Optimum Strategies for A/B Testing
• Set a Goal
• Baby Steps
• Aim for Statistical Significance
• Never Lose Sight
+
Set a Goal
+
Baby Steps
People want to
move the needle
and see results fast,
by implementing
multiple changes at once.
But how can
you be sure what
element had an impact?
+
Aim for Statistical Significance
SET A GOAL
Aimfor Statistical Significance
getdatadriven.com
+
Never Lose
Sight
We can caught up
on what we think is
best to optimize
conversions or
traffic…
but data doesn’t lie
+
How We A/B Test at KISSmetrics
• 4,000 and above sample size
• 99% Statistical Confidence
• Blind Eye for 1 Week
+
4,000 and Above Sample Size
significant or decent amount of data is needed when
you’re testing beyond click conversions
+
4,000 and Above Sample Size
significant or decent amount of data is needed when
you’re testing beyond click conversions
99%
Statistical
Confidence
+
Blind Eye for 1 Week
Data can be very erratic the
first several days, so it’s easy to
hit the panic button
+
A/B Testing Beyond Click Conversions
+
Original
+
Variant
+
Signups
+
Signups
+
Signups
+
Signup Install JS
Custom
Data
Opps
+
Signups
Installed JS
+
Signups
Install JS
+
Signups
Install JS
+
Custom Data
+
Custom Data
+
Custom Data
+
Custom Data
Opportunities Created
+
Custom Data
Opportunities Created
+
Custom Data
Opportunities Created
+
Social Ad Funnel
Get a free 30-day trial
sproutsocial.com

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