Sustainable Competitive Advantage in 2015:
How customer-first science is transforming the way companies achieve a superior position
Sustainable Competitive Advantage in 2015: How customer-first - - PowerPoint PPT Presentation
Sustainable Competitive Advantage in 2015: How customer-first science is transforming the way companies achieve a superior position Audience Question What particular piece of technology produced this duplicate? Audience Question What
Sustainable Competitive Advantage in 2015:
How customer-first science is transforming the way companies achieve a superior position
What particular piece of technology produced this duplicate?
Audience Question
Audience Question
What particular piece of technology produced this duplicate?
Audience Question
Hectograph – A printing process which involves the transfer of an original, prepared with special inks, to a pan of gelatin or a gelatin pad pulled tight on a metal
Hectograph vs. Copy Machine
INTRODUCTION:
How would you interpret the following data set?
We need to understand the unprecedented
POINT I:
WE ARE IN THE EARLY STAGES OF ANOTHER
REVOLUTION IN THE HISTORY OF EXCHANGE.
The Unprecedented Opportunity 1
computational power.
Key Observations
The Unprecedented Opportunity 1
How would you interpret this dataset? 1
known systems of writing, distinguished by its wedge-shaped marks on clay tablets, made by means of a blunt reed for a stylus.
approximately 1,000 bits of data today.
Cuneiform Script 1
Cuneiform Script 1
If you stacked an 8GB thumb drive’s equivalent of cuneiform tablets one on top of another, you could make it to the moon and back.
Cuneiform Script 1
computational power.
communication, and of computational power, but especially by connectivity.
Key Observations
The Unprecedented Opportunity 1
The Consumer Every thing will have a brain and every brain will talk to everything.
The Unprecedented Opportunity 1
WE ARE IN THE EARLY STAGES OF ANOTHER
REVOLUTION IN THE HISTORY OF EXCHANGE.
THE WEB CAN TRANSCEND ITS ROLE AS A CHANNEL
AND BECOME THE GREATEST BEHAVIORAL LAB IN THE HISTORY OF MANKIND.
The Unprecedented Opportunity 1
decision can be patterned into rich predictive insights.
Key Observations
The Unprecedented Opportunity 1
Value Proposition
Customers Customers Customers Customers Customers 30% 70% 75% 25% 35% 65% 55% 45% 10% 90% 15% 85% 30% 70% 95% 5%By evaluating the decisions in the conversion process, we were able to predict that there is something causing the customer concern and/or difficulty at this precise juncture of the process.
* Exact Completion and Abandon Numbers have been AnonymizedExperiment: Background 1
Background: An online printing company that specializes in delivering printed marketing materials with minimal turnaround. Goal: To increase the number of purchases online. Research Question: Which product page will result in the largest purchase rate? Test Design: A/B Variable Cluster test. Experiment ID: TP1568 Record Location: MECLABS Research Library Research Partner: [Protected] Research Notes:
Experiment: Background 1
Original Treatment
C = 4m + 3v + 2(i-f) - 2a
Experiment: Side-by-side 1
Design Conversion Rate
Control
4.03%
Treatment
7.55%
Relative Difference 87.4%
87.4% Increase in Conversions
The treatment page increased the rate of conversion by 87.4%
What you need to understand: By re-sequencing product and process
information, the new product page template achieved an 87.4% increase in conversions.
Experiment: Results 1
9.4%
IN CONVERSIONS5,368%
IN CONVERSIONS19%
IN CLICKTHROUGH34.6%
IN CLICKTHROUGHBecause the changes did not alter CMS content, they were further tested across additional SKUs
87.4%
IN CONVERSIONSExperiment: Results 1
decision can be patterned into rich predictive insights.
but even in product development.
Key Observations
1 The Unprecedented Opportunity
Normative Product and Marketing Develop Progression
Often, we view our website as simply a channel to be utilized after the development of a product.
1 The Web as a Laboratory
Normative Product and Marketing Develop Progression
Behavioral TestingHowever, the Web should be utilized as a strategic customer lab to determine the most viable product and marketing strategy.
1 The Web as a Laboratory
Behavioral Testingdecision can be patterned into rich predictive insights.
but even in product development.
every element of the marketing mix.
Key Observations
1 The Unprecedented Opportunity
rates are significantly cannibalizing retail.
predicted to grow by as much as 42.3%.
to shrink by 11.5%.
80% 40% 20% 60% 100% Online Other Brick-and-mortarThe traditional view of e-commerce
Percent Annual Sales
Mobile2013
(3.7%)* (5.2%)* (13%)* (78.1%)*Channels
RIS News, 2013 Cross-Channel Tech Trends Study in partnership with Edgell Knowledge Networks, Oct 8, 2013, courtesy www.em\Marketer.com1 The Web Permeates Every Element
rates are significantly cannibalizing retail.
predicted to grow by as much as 42.3%.
to shrink by 11.5%.
80% 40% 20% 60% 100% Online Other Brick-and-mortarThe traditional view of e-commerce
Percent Annual Sales
Mobile2016
(19.1%)* (6.8%)* (69.1%)* (4.9%)*Channels
RIS News, 2013 Cross-Channel Tech Trends Study in partnership with Edgell Knowledge Networks, Oct 8, 2013, courtesy www.em\Marketer.com1 The Web Permeates Every Element
influenced by the Web.
smartphone while shopping in store.
go on to make a purchase.
The evolving view of e-commerce
80% 40% 20% 60% 100%Percent Annual Sales 2017
Offline sales Online sales Web-influencedChannels
1 The Web Permeates Every Element
The evolving view of e-commerce
“Getting into data, analytics, or mobile isn’t even a decision anymore, so we should stop calling it e-commerce and call it just commerce.”
“Macy’s has stopped breaking out its online sales, taking the position that stores and the web are now so interconnected that it’s not meaningful to separate sales by channel.”
1 The Web Permeates Every Element
worlds of transaction (i.e., e-commerce, Brick-and-Mortar) to a single connected world of commerce (c-commerce).
The evolving view of ecommerce
1 The Web Permeates Every Element
commerce, a change in experience in
in another.
Change in experience Change in experienceThe evolving view of e-commerce
Channels
worlds of transaction (i.e. e-commerce, Brick and Mortar) to a single connected world of commerce (c-commerce).
1 The Web Permeates Every Element
INTRODUCTION:
How would you interpret the following data set?
We need to understand how to leverage this opportunity to secure sustainable competitive advantage POINT II:
WHAT DRIVES SUSTAINABLE COMPETITIVE ADVANTAGE
IS NOT A PROCESS, A TECHNOLOGY OR A FINANCIAL POSITION;
IT IS CUSTOMER WISDOM.
2 Securing Competitive Advantage
a function of pattern recognition.
experiences.
Key Principles
2 Securing Competitive Advantage
Email B Email A
2 Group Activity: Which Email Won?
Keyword: EmailB Keyword: EmailA
2 Group Activity: Which Page Won?
Vote Now!
Text the keyword to 22-333 or go to MarketingSherpa.com/LivePoll
2 Group Activity: Poll Results
Email B Email A
181%
In Conversion2 Group Activity: Test Results
Category Page B Category Page A
2 Group Activity: Which Category Page Won?
Keyword: CatPageB Keyword: CatPageA
2 Group Activity: Which Page Won?
Vote Now!
Text the keyword to 22-333 or go to MarketingSherpa.com/LivePoll
2 Group Activity: Poll Results
Treatment B Treatment A
20%
In Conversion2 Group Activity: Test Results
Article Page A Article Page B
2 Group Activity: Which Article Page Won?
Keyword: ArtPageA Keyword: ArtPageB
2 Group Activity: Which Page Won?
Vote Now!
Text the keyword to 22-333 or go to MarketingSherpa.com/LivePoll
2 Group Activity: Poll Results
Background: The only physician’s-only social network, Sermo. Goal: To increase lead rate. Primary research question: Which barrier page will result in a higher lead rate for returning visitors? Approach: A/B variable cluster split test
Experiment ID: Sermo Barrier Page Test Location: MECLABS Research Library Test Protocol Number: TP1483 Research Notes:
2 Experiment: Background
research performed with Sermo’s platform.
research, prospects would enter their information into a modal box lead form.
Article Page Study Summary (email)
2 Experiment: Background
2 Experiment: Background
Conversion Rate
Article #1 Article #2 Article #3 Article #4 Article #52 Experiment: Background
Conversion Rate
There is approximately a 30% variation in conversion rate from the highest to lowest performing articles.
Article #1 Article #2 Article #3 Article #4 Article #52 Experiment: Background
From Observation to Hypothesis:
conversion rates indicated that some articles were far more relevant than others.
the customer needs to be presented more opportunities to discover relevance.
Original Page
2 Experiment: Control
Treatment
real-estate dedicated to the current article.
while still keeping the primary content.
headlines and publish dates of the most recent Sermo surveys in the primary column.
2 Experiment: Treatment
Original Page Treatment
One specific article Multiple specific articles
2 Experiment: Side-by-side
197%
The treatment template increased 2nd visit lead capture by 197.3%
Design Capture Rate Control (single article) 18.18% Treatment (multi-article 54.05%
% Relative Change: 197.3%
2 Experiment: Results
WHAT DRIVES SUSTAINABLE COMPETITIVE ADVANTAGE
IS NOT A PROCESS, A TECHNOLOGY OR A FINANCIAL POSITION;
IT IS CUSTOMER WISDOM.
THERE IS A GAP BETWEEN WHAT WE KNOW AND WHAT WE NEED
TO KNOW ABOUT THE CUSTOMER. THE EXPERIMENTAL
BRIDGE IS THE KEY TO SPANNING THIS GAP.
2 Securing Competitive Advantage
Customer Gap
Customer Marketer
2
is directly proportionate to our lack of wisdom.
science dynamic, and replaces speculation with experimentation.
the creative process to form rich hypotheses; it uses science to validate those hypotheses.
Key Principles
2 Securing Competitive Advantage
Goal: To determine which aspect of the offer had the greatest appeal to customers Primary Research Question: Which focus will produce the highest click-through rate? Primary Metric: Clickthrough rate Test Hypothesis: Connecting to the aspect of value that has the greatest appeal will result in an increase in customer engagement.
Experiment ID: Protected Location: MECLABS Research Library Test Protocol Number: TP1825
2 Experiment: Background
wanted to know what it was about their offer that had the greatest appeal to the customer.
consensus, so they tested three distinct aspects of the core offer.
2 Experiment: Homepage
One hypothesis was that the greatest appeal came from its history and authority in the space. To test that hypothesis, the marketers created this treatment:
2 Experiment: Treatment 1
Another hypothesis was that the greatest appeal came from the size of its network. To test that hypothesis, the marketers created this treatment:
journalists …”
world …”
2 Experiment: Treatment 2
Yet another hypothesis was that the greatest appeal came from its customer service. To test that hypothesis, the marketers created this treatment:
2 Experiment: Treatement 3
Treatment 1 Focused
Treatment 2 Focused
Treatment 3 Focused
2 Experiment: Side-by-side
Design Conversion Rate Percent Relative Change Treatment 1 (Authority) 2.6% 26% Treatment 2 (Network) 2.1%
2.5% 25%
Relative increase in conversion rate
26%
The treatment page increased the rate of conversion by 26%What You Need to Understand: By testing the different value categories, we were able to determine the most appealing aspect of the offer – the value proposition.
!
2 Experiment: Results
WHAT DRIVES SUSTAINABLE COMPETITIVE ADVANTAGE
IS NOT A PROCESS, A TECHNOLOGY OR A FINANCIAL POSITION;
IT IS CUSTOMER WISDOM.
THERE IS A GAP BETWEEN WHAT WE KNOW AND WHAT WE NEED
TO KNOW ABOUT THE CUSTOMER. THE EXPERIMENTAL
BRIDGE IS THE KEY TO SPANNING THIS GAP.
THE APEX OF CUSTOMER WISDOM IS THE VALUE PROPOSITION.
SURVIVE ON POCKETS OF IGNORANCE.
IN THE ABSENCE OF A VALUE PROPOSITION, A COMPANY IS LEFT TO
2 Securing Competitive Advantage
Before we go any further, take a moment and write down the value proposition of your company
2 What is your value proposition?
“yes”, and thus of the company’s existence. The job of leadership is not to build a company, but rather to create a customer.
Key Principles
2 Securing Competitive Advantage
Ongoing literature review of:
academic articles
present
2 Value Proposition Research
2 Value Proposition Research
“yes”, and thus of the company’s existence. The job of leadership is not to build a company, but rather to create a customer.
cognitive fabric of the funnel.
Key Principles
2 Securing Competitive Advantage
“The funnel analogy distorts reality. People are not falling into your funnel, they are falling out.” “The funnel is the message stretched like a cognitive fabric around the frame
“The marketer does not optimize marketing campaigns, the marketer
2 The Inverted Funnel
“It is not enough to develop a value proposition – one must be able to measure and intensify its force.” “Our prospects must understand (clarity) so they can believe (credibility) that only we (exclusivity) have what they want (appeal).”
Reflection #28 The Marketing As Philosopher www.meclabs.com/philosophy2 The Force of the Value Proposition
“yes”, and thus of the company’s existence. The job of leadership is not to build a company, but rather to create a customer.
cognitive fabric of the funnel.
force of its value proposition. Your company’s future is directly proportionate to the potential force of your value proposition.
Key Principles
2 Securing Competitive Advantage
52%
In Conversion2 Example
84%
In Conversion2 Example
155%
In Conversion2 Example
548%
In Conversion2 Example
INTRODUCTION:
How would you interpret the following data set?
How the Boston Globe is Leveraging Testing to Secure Sustainable Competitive Advantage A FINAL CASE STUDY
Peter Doucette
Executive Director of Circulation, Sales & Marketing The Boston Globe Peter Doucette is responsible for all consumer-facing aspects of circulation and audience development for both print and digital subscribers, consumer strategy, CRM, customer service, and customer loyalty. Doucette joined The Boston Globe in 2007 and has served in a number of roles in the circulation department. Prior to his present role, he was director of circulation marketing, where he was an architect for the premium-focused circulation strategy, a critical component in the financial turnaround of The Boston Globe in 2009. Prior to that, Doucette was the director of home delivery and single copy circulation, where he was responsible for growing revenue for the Globe's home delivery business, maximizing newsstand sales and profitability, and increasing customer satisfaction and engagement.
Background
Slide shown in 2012…
Experiment ID: The Boston Globe Location: MECLABS Research Library Test Protocol Number: TP1666
Background: Newspaper, The Boston Globe, selling subscriptions for home delivery. Goal: To increase home delivery subscription rate. Primary Research Question: Which treatment will generate the highest home delivery subscription rate? Approach: A/B variable cluster test Research Notes:
Experiment #1: Background
between multiple pages
Experiment #1: Control
redesign of the checkout utilizing a popular accordion-style technology to try to reduce friction and increase response.
Page 1Experiment #1: Treatment
Experiment #1: Side-by-side
Design WR Start Rate Control 3.81% Treatment 2.70%
% Relative Change:
Decrease in conversion rate
29%
Version B’s content decreased the rate of conversion by 29.1%What You Need to Understand: By changing the presentation technology of required information input, the result was 29% less completed conversions compared to Version A.
!
Experiment #1: Results
delivery checkout page was already doing many things right.
hypothesized that the accordion checkout required too much thinking for non-technical readers.
showed every piece of the form and increased brand-consistency.
Why?
Experiment #1: Results
delivery checkout page was already doing many things right.
hypothesized that the accordion checkout required too much thinking for non-technical readers.
showed every piece of the form and increased brand-consistency.
Why?
Experiment #1: Results
Experiment ID: The Boston Globe Location: MECLABS Research Library Test Protocol Number: TP1740 Background: Newspaper, The Boston Globe, selling subscriptions for home delivery. Goal: To increase home delivery subscription rate. Primary Research Question: Which treatment will generate the highest home delivery subscription rate? Approach: A/B variable cluster test Research Notes:
Experiment #2: Background
to emphasize the value proposition of the offer.
path flow of the page are removed.
implies value.
satisfaction guarantees are added.
Experiment #2: Control
Experiment #2: Side-by-side
Design Conversion Rate Control 1.89% Treatment 2.34%
% Relative Change: 23.6%
Relative increase in conversion rate
24%
The treatment page increased the rate of conversion by 23.6%.What You Need to Understand: By changing the presentation of required information input, the result was 23.6% more completed conversions compared to the original page.
!
Experiment #2: Results
Slides shown in 2013…
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Sustainable Competitive Advantage in 2015:
How customer-first science is transforming the way companies achieve a superior position