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1
ALWAYS BE TESTING
How eROI + Taco Bell Built a Testing Agenda
(and What Happened Next)
Cher Fuller
SENIOR DIGITAL STRATEGIST
@cherfuller
Christine Li
E-COMMERCE INNOVATION
@li_tacobeta
2
3
“Without data, you’re
just another person
with an OPINION.”
-W. Edwards Deming, data scientist
Here are some other people
with opinions….
4
5
Product testing
TOLEDO, OH.
6
Digitally engaged brands
swim in OCEANS OF DATA.
7
More data is being collected
and analyzed today than at
ANY OTHER TIME IN HISTORY.
8
2.5 billion gigabytes
of data are collected
every day.
90% of globally stored
data was collected in
the past two years.
IBM: What is Big Data? https://www-01.ibm.com/software/data/bigdata/what-is-big-data.html
9
A
B A
B
By A/B TESTING, right?
1 2 3 4 5
10
But A/B testing is step 5.
1 2 3 4 5
11
But A/B testing is step 5.
You need to start at step 1.
12
To swim this ocean of data,
first TEST THE WATER.
13
Build a Learning Agenda
14
A LEARNING AGENDA asks specific
questions in a specific order to set the
framework for a testing strategy.
LEARNING AGENDA
15
Hierarchy
Benefits Content Types
Information hierarchy strongly influences user engagement.
By testing how prominently we present messages, we can
measure what our users really care about—and why.
To understand consumer incentive,
we must pinpoint the benefit to
online ordering.
Without this incentive, online
ordering loses its value and risks
shifting to in-store purchases.
Test engagement within several modules against a
control to learn if specific types of content are more
engaging than others.
Once we understand the value of certain modules, we
can make strategic decision around when/where to place
them in triggered emails.
16
Before starting any
LEARNING AGENDA, ask…
What are
you testing?
What do you
want to learn?
Why are you
testing it?
What will you do
with your insights?
1
2
3
4
17
Why does a brand care
about the DATA STORY?
18
Where We Sometimes Misstep
19
NOT EVERYONE speaks data.
We need to translate it.
20
WHAT WE WILL COVER TODAY
Make the complex
SIMPLE.
21
TELL STORIES,
not reports.
22
So We Revisualized
The Learning Agenda.
23
BEFORE AFTER
24
This learning agenda
helped Taco Bell’s brand team
TAKE TRULY DATA-DRIVEN ACTIONS.
25
We Revisualized
Our Performance Reports Too
26
Digital
Strategists
Performance
Analysts
27
PERFORMANCE REPORTS
influence brand decisions
PERFORMANCE
Reports
29
qualitative data branding operations quantitative data
performance
Audience
Brand position
Message / tone
Visual style direction
Content strategy
30
Data Storytelling Opens the Door
to Bigger (!) Creative Possibilities
TOP
Emails
2016
31
1
2
3
4
5
CYBER MONDAY
Delivered 42% more clicks
than average
And a 24% higher click-to-open rate
than average
32
NAKED CHICKEN
CHALUPA
By placing the secondary message
first, we gained +10% total clicks
and 2x higher conversions.
34
To Recap
35
TO RECAP
Data is cool
36
TO RECAP
First ask WHY, then WHAT
37
TO RECAP
Tell stories, not reports
38
TO RECAP
Collaborate!
39
TO RECAP
Informed creative > Pretty things
40
Any questions?

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