the power of listening - medallia | the customer ... · we live in a social media-driven world....
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Why this matters Key insightsAs the internet has closed the gap between
customers and brands, the landscape of customer
experience has changed and expanded. The
customer journey is now a multi-channel affair, with
web users interacting with brands via the company
website, email, SMS, third-party review sites,
and social media. As a result, today’s marketing
professionals have access to a wealth of data that
has the potential to give them more control over
the customer experience (CX).
From the top of the funnel until after the sale,
consumers expect to give and receive feedback
to the brands they interact with. Customers also
expect to be able to interact with brands across
multiple platforms of their choosing in real-time.
The companies that win on customer experience
and drive action toward fulfilling business goals are
those that meet their customers where they are,
and that know how to listen and respond.
More than half of all customer interactions take place during a multi-event,
multi-channel journey, according to McKinsey. Accenture-Medallia research
shows that companies that acknowledge this reality and engage with
customers who leave feedback have better business outcomes:
• Companies that use both surveys and other sources of solicited feedback
are 10 percentage points more likely to improve customer experience.
• Companies that use social media, online reviews, and other unsolicited
feedback are 15 percentage points more likely to improve customer
experience.
• Companies that integrate feedback from four or more channels have Net
Promoter Scores® (NPS) that are 14 points higher than those that only use
one channel.
Of course, the customer experience doesn’t simply improve because clients
are able to leave feedback — it improves because companies take action on
that feedback. This means that it is incumbent on CX professionals to take
the data acquired from all feedback channels and use it to improve the
customer experience.
Combining feedback channels (and taking action on that combined
feedback) leads to a better customer experience across all platforms, which
can, in turn, raise Net Promoter Scores. And since companies with the
highest NPS grow twice as fast as their competitors on average, there’s good
evidence to suggest that it’s in your company’s best interest to implement a
complementary program of survey collection and social media monitoring.
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Do you know where your customers are?
And, more importantly, do you know where
they expect you to be?
Today, customers expect to engage with
brands across a multitude of channels.
They want to chat with companies on their
websites, message them in-app, email their
customer service team, take surveys and
leave reviews, talk with them (and about
them) on social media, and the list goes on.
What’s more, customers expect companies
to respond to them in real-time. According
to Salesforce, 64 percent of consumers
and 80 percent of business buyers expect
companies to respond to and interact with
them in real time. This means that brands
must be available on as many channels
as possible, providing value, fixing issues,
offering new products, and listening to the
voice of the customer.
The voice of the customer is the most
important tool for understanding the
customer journey — but are you truly
listening to what customers have to say? If
you’re only listening on one channel, you
may not be getting the full picture. Medallia
research has shown that the more sources
of feedback you receive, the better your
Net Promoter Score® (NPS).
And according to Bain & Company
research, “a company’s NPS is a good
indicator of its future growth.” Companies
with the highest customer scores outgrow
their competitors by more than two times
on average (see Figure 1).
64% of consumers and 80% of business buyers expect companies to respond to and interact with them in real time *Salesforce
higher Net Promoter Score® (NPS)
for companies that
collect feedback
from 4+ channels
compared to those
using just 1 channel.
+14 pts
Gro
wth
(in
dex
ed)
Years
Loyalty Leader
Average
100
0
5 10 15 20
200
300
400
500
>2xCAGR
Source: Bain
Figure 1
Companies with the highest NPS grow twice as fast as their competitors
Source: Four years of data from companies using Medallia; Effects controlling for industry, survey program
type (transactional vs. relationship), primary business audience (B2B vs. B2C), call center vs. other, and number
of employees at each company; p<0.001
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Therefore, your organization needs to be
present and listening on multiple channels
in order to improve outcomes for your
customers — and your bottom line. You can
do this by using both solicited feedback
(such as email, web intercept, in-app, and
SMS) and unsolicited feedback (social
media and online review sites, in particular)
to listen to the voice of the customer. This
enables you to build up a complete picture
of the experience you’re delivering. Once
you have this complete picture, you can
take this information and feed it back into
your organization.
In this report, we discuss the
complementary nature of two of your
most important engagement channels and
sources of customer feedback: solicited
feedback through surveys and unsolicited
feedback through social media listening.
Solicited customer feedback: SurveysWhy would a person begin a transaction
and then abandon the transaction without
completing it? Western Union, a financial
services company that helps people send
and receive money around the world,
began to ask that question when they
noticed that there were geographical
differences in abandonment rates for
transactions on their website. In order to
improve their completion rates, they would
have to improve the customer experience
(CX). But how?
One of the best and most direct ways to
find out what your customers are thinking
and feeling before, during, and after an
interaction with your brand is to simply ask.
Solicited feedback invites diverse customers
to talk about specific aspects of their
experience and gives your organization the
opportunity to ask targeted questions that
allow you to perform quantitative analysis
on the attributes you care about.
Because different customer segments
interact with brands on different platforms,
solicited feedback can take many forms.
Surveys can be collected in-app, via
email, directly on your website, and over
SMS. Surveys are effective because they
remind your customer to interact with
you. Customers may not take the initiative
to visit your website to leave feedback
themselves, but if you follow up either
directly or shortly after an interaction,
there is a much higher chance that they’ll
respond. More importantly, customers who
express their opinion about how to improve
a service or product feel more ownership,
which translates into greater goodwill
and greater advocacy (more referrals).
In a recent study conducted in
collaboration with the Stanford Graduate
School of Business, the Medallia Institute
found that customers who responded to
surveys made three times more referrals
than those who chose not to complete a
survey (see Figure 2).
Surveys provide actionable feedback
around your most important business
goals, while also serving as an extension
of your company’s brand. Companies can
embed targeted feedback surveys into
digital touchpoints to better understand
in-the-moment experiences and tell a more
complete story about what happens before
0.8
2.5
Non-responders
Re
ferr
al R
ate
Responders
3X
Figure 2
Providing survey feedback is a strong predictor of referral behavior
Effects controlling for visit frequency the previous month, age, gender, and referral condition. n=11,603 members; p<0.001.
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and after a transaction, while showing
customers that your brand is actively
engaged in improving their experience.
In Western Union’s case, this meant
designing an intercept survey that would
solicit real-time feedback as soon as a
transaction was canceled. The marketing
team deployed targeted surveys to better
understand and improve the customer
experience online. Over 110,000 surveys
were collected in the first six months,
allowing the company to discover the story
behind their abandonment metrics, solve
for the problems that they didn’t know their
customers were having (and, as a result,
make dozens of improvements across
the site), and better support customers in
successfully completing their transfers.
This not only had the effect of adding to
the bottom line as customers were able to
complete more transfers, but also improved
the efficiency of teams from Customer
Care to Product Marketing and supplied the
marketing team with ad hoc research to
support new campaigns.
By identifying the critical moments before
and after your customers transact, you can
build a program of solicited feedback that
allows you to understand how to improve
the customer experience and boost sales,
customer retention, and referrals.
Unsolicited customer feedback: online reviews and social media posts While solicited feedback can help you
make improvements to the overall
customer experience over time, current
customers may have other preferred
channels on which to provide their
feedback. And when customers want their
individual experiences to be shared in a
public community, they turn to social media
and third-party review sites.
We live in a social media-driven world.
When Pew Research Center began tracking
social media adoption in 2005, just five
percent of American adults used at least
one platform (i.e. Facebook, Twitter,
LinkedIn, Pinterest, etc.). By 2011 that share
had risen to half of all Americans, and today
69 percent of the public uses some type
of social media. At the same time, online
reviews for businesses on sites like Google
and TripAdvisor have grown exponentially,
while many new online review sites have
emerged globally. Medallia research has
found that in the hospitality industry,
for example, hotel reviews have grown by a
factor of 20 since the start of the decade.
Customers want other consumers to hear
about their experiences, good and bad,
because they care enough about their
Social media use over timePercent of US adults who use at least one social media site
Source: Pew Research Center
2018
2005
2011
5%
50%
69%
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“ It’s extremely important to manage social media channels because of the impact they have on our revenues.”
Michael Morton, VP of Member Services for Best Western
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experience with you to want to affect your
brand’s success. People post on social
media because they know that brands
are listening and they hope to engage in
a dialogue whether to rectify a negative
experience or share an incredible one.
The most successful companies are those
that choose to engage wisely in these
dialogues with customers on social media.
Because customers do not always directly
communicate with brands on social media,
you may need to use technology like text
analytics to mine online comments and
uncover patterns and topics of interest.
Once those patterns are uncovered, you
can take action based on what you learn.
A 2018 Accenture-Medallia study revealed
that companies that use text analytics
to mine unstructured feedback are
22 percentage points more likely to
improve the customer experience.
It is also important for companies to
respond to the comments they do receive
or that are made about the brand. When
customers post complaints on review
sites or other social media, a company’s
response — or lack thereof — is visible
not only to the customer who wrote the
review, but also thousands of others.
How you respond to social reviews
therefore affects how a potentially large
number of consumers perceive your
goods and services.
The hotel industry offers a great example
of how responding on social media directly
affects business: in a study of 4,400 Best
Western hotels, properties that responded
to social media reviews more frequently
than their competitors outpaced those that
didn’t. Specifically, hotels that responded
to 50 percent or more of their TripAdvisor
reviews saw their Net Promoter Score
increase significantly. The study also
showed that not responding on social
media, however, has more than a neutral
effect: it can actually hurt your brand.
Hotels that responded to fewer
than 10 percent of reviews saw their
NPS decrease.
Higher NPS scores as a result of more
customer engagement on social media
and review sites can correlate to a better
bottom line. Properties that responded
to 50 percent or more of their online
reviews grew their occupancy rates by
6.4 percentage points over a 12-month
period and achieved subsequent TripAdvisor
ratings that were, on average, six percent
In the hospitality industry, hotel reviews have grown by a factor of 20 since the start of the decade
Source: A survey of 450 senior customer experience and marketing executives across the US, Canada, UK, Germany and Australia. Effects controlling for other factors that can impact customer experience improvement (company revenue, CX performance, industry, and whether the company was B2C or B2B).
Companies that use text
analytics to mine
unstructured feedback are
22 percentage points
more likely to improve the
customer experience.
+22%pts
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higher than those of their local competitors.
Michael Morton, VP of Member Services
for Best Western, sums it up best: “It’s
extremely important to manage social
media channels because of the impact they
have on our revenues.”
Survey and social feedback are complementary Responding to customers on social
channels can be highly effective, but too
many organizations concentrate all of
their resources on social, excluding other
sources of feedback. In order to truly
understand your customers’ wants and
needs, social media and survey data should
be considered complementary sources
of information.
The reason? The ways that customers
interact with brands differ depending on the
channel. So while you may think a survey
gives you the full picture of a customer’s
experience, you may be missing the
message they left about you for their friends
and family on Facebook. Or while you are
monitoring Twitter for sentiment from
customers that have already transacted
with you, you could be missing out on the
reasons why potential customers cancel
transactions on your website.
Using data from over 6,100 hotels globally,
we looked at how customers talked about
their experiences in over 360,000 online
reviews and survey responses. Notably, we
found that social scores and survey scores
for the exact same hotel differed as much
as five percentage points on average.
There are several reasons for those
differences. Older patrons preferred to
respond by survey only, whereas younger
guests, particularly Millennials, responded
through both survey and social media.
Specifically, we found that survey-only
respondents are about 2.5 years older, on
average, than social and survey respondents
on average. Millennials are 1.34 times more
likely (than older generations) to respond
to both social and survey feedback. People
who took surveys also differed from social
respondents in what they were rating.
Social media users were more interested
in the location of the hotel and in its
competitors, whereas survey respondents
were more likely to talk about the price or
value of the hotel.
Survey-only respondents are about 2.5 years older than social and survey respondents on average
2.3percentage
points annual occupancy rate growth
<10% social
response rate
>50% social
response rate
6.4percentage
points annual occupancy rate growth
Hotels that
respond
to more social
reviews grow
their occupancy
rates faster
Effects controlling for brand, number of rooms, starting occupancy rates, and distribution of guests according to gender, age, purpose of travel, and loyalty status. Sample, n=1,834 hotel properties, p<0.001.
H O T E L
H O T E L
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Millennials are 1.34 times more likely (than older generations) to respond to both social and survey feedback
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What this tells us is that leaving surveys out
of your strategy means missing a chance
to engage an important subsection of your
customers. If these hotels only looked at
their social media responses, they might
have missed out on an opportunity to
respond to customers who were concerned
about the price and value of their stay.
It is also important to diversify your
feedback channels, because people may
be more likely to provide you with details
on one channel than another. Comments
made on online review sites are much
longer than comments made in surveys
when respondents have extremely
positive or negative experiences. It is
important to pay attention to not just the
sentiment or rating left by a customer, but
also to the reasons for their sentiment.
In cases where people are truly unhappy
or overjoyed with your brand, more detail
can help you solve future problems or
replicate positive experiences.
Interestingly, using social and surveys
together can tell you complementary
information about the same customer.
In the same study of hotels above, a subset
of 20,000 responses for nearly 2,000
global properties revealed that guests
often left different reviews for the exact
same experience on their survey and social
media, respectively. Nearly one-fifth of the
guests left differing reviews, and they were
often more lenient in their private survey
ratings than they were in the public social
reviews. In 76 percent of the cases where
the scores did not match, survey scores
were higher. Still, though survey scores
were higher, they contained more negative
emotions. This could perhaps, be due to
the fact that surveys often ask directly for
constructive criticism. At the same time,
social responses were lengthier than survey
scores. This can probably be attributed to
social being a more personal realm in which
people are accustomed to telling stories,
whereas people often view surveys as a
short exercise in sharing direct feedback.
Engaging customers on both channels pays offRegardless of industry, the leaders
in customer experience know that
engagement starts by being present on the
channels that customers prefer. That means
knowing your audience and anticipating
their different needs at particular moments
along the customer journey.
When companies engage their customers
on the channels they prefer, they are able
to build up a complete picture of the
2X differencesin the length of social and
survey responses for both
detractors and promoters
extreme detractors
extreme promoters
Social
50% 21%vs.
Respondents who write 4 sentences or more
extreme detractors
extreme promoters
Survey
23% 12%vs.
Respondents who write 4 sentences or more
Source: 360,000 online reviews and survey responses posted in 2017 from over 6,100 global hotels.
Legend:Extreme detractors: respondents with the lowest scoresExtreme promoters: respondents with the highest scores
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experiences they are delivering to every
customer. Once they have this complete
picture, they can analyze it, learn from it,
and improve the experience in real-time.
A 2018 Accenture-Medallia study revealed
that companies that utilize structured
surveys and other sources of solicited
feedback are 10 percentage points more
likely to improve customer experience,
while companies that collect social media,
online reviews, and other unsolicited
feedback are 15 percentage points more
likely to improve customer experience
(see Figure 3). An improved customer
experience means more completed
transactions, return customers, referrals,
and positive brand associations, all of which
mean better business outcomes for your
organization as a whole.
ConclusionAs a marketing professional, you have the
ability to obtain more data about your
customers than at any other time in history.
Your customers are talking about your
brand, and they want to be heard. Listen
to the voice of the customer is one of the
most important ways for you to enhance
the customer experience and improve
business outcomes. To fully understand
your customer, however, your business
can’t be listening to only one source.
Leaders in customer experience see both
solicited and unsolicited feedback as
indispensable tools. A complementary
program of social media/online review site
monitoring and targeted survey collection
can help you better comprehend customer
sentiment and integrate suggestions and
feedback into your processes, products,
and services.
Figure 3
CX leaders develop listening posts to hear from customers
Source: A survey of 450 senior customer experience and marketing executives across the US, Canada, UK, Germany
and Australia. Effects controlling for other factors that can impact customer experience improvement (company
revenue, CX performance, industry, and whether the company was B2C or B2B).
Likelihood to improve CX (comparing companies that collect feedback vs. not)
Social media, online reviews, and
other unsolicited feedback
Structured surveys and other
sources of solicited feedback
+15%pts
+10%pts
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Pros and cons of social media
Track trends and customer sentiment. Track sentiment about your brand or product.
Manage online reputation. Fix an issue before it goes viral
and boost your online reputation by showing customers you care.
Build a community of brand ambassadors. Identify and interact with top brand advocates and influencers in your niche market.
Benchmark with your competitors. Monitor conversations and understand how your brand stacks up against similar brands.
Win back lost customers. Quickly resolve issues for upset customers and demonstrate why they should trust your brand in the future.
Pros
Target only a limited demographic based on each
social site. Social media is biased toward younger, digitally-savvy individuals, and each platform’s user base differs by demographics.
Miss out on demographic/identity data. Social media users often withhold non-required demographic information, providing an incomplete picture for the companies who interact with them directly.
Overlook people not on social media or without internet access. Social media feedback is limited to people who avidly use its platforms.
Receive biased data. People tend to post about brands on social media mainly when they have an overwhelmingly
positive or negative review. Moreover, previous public ratings
bias new ones, and fake reviews can skew the sample.
Inability to ask targeted questions. It is hard for brands to start a conversation on social media, making it difficult for to capture targeted feedback on social media.
Inability to run high-quality tests. Ad hoc surveys on social media give some useful data, but because of the bias inherent in the platform, tests can’t be run with high accuracy.
Inability to close the loop with all customers publicly. Not
all sites let property owners respond to reviews publicly.
Cons
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Reach a representative sample. Reach a representative sample of your customer base or target a specific demographic, including people who don’t use social media.
Ask targeted, actionable questions. Employees can act promptly on the information gathered from the survey.
Gather quantitative data. Drill down into potential issues
with a key driver analysis. Effectively analyze multiple variables and understand statistically significant events.
Create personalized engagement. Personalize future
customer interactions with data gathered from the survey and further engage customers by ensuring your survey is a representative extension of your brand.
Run high-quality experiments. Run fast, efficient A/B tests on targeted customer segments and get results immediately by simply adding questions to your existing surveys.
Rigidity. You only get answers to the questions you ask, rather than what respondents want to say.
Cost. In some instances, surveys can be expensive (e.g., telephone interviews are more expensive than email/online or SMS surveys).
Survey fatigue. Unless you put in place appropriate quarantine rules (designating times when you won’t ask for feedback), you may risk customer burnout.
Effort. Designing an effective survey program takes some thought and effort. You must carefully select the touchpoints on the customer journey and the channels to survey on (e.g. in-app, SMS, email, on location etc.)
Pros Cons
Pros and cons of surveys
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RecommendationsGo beyond a single channel with targeted
moments of customer engagement and social
listening to better understand your customers’
needs and improve the bottom line.
Find the “why” behind the “what.” Learn from
both customer experience scores and customer
verbatim comments through text analytics.
Encourage your customers to extend their
feedback beyond surveys to social media
reviews, Facebook, Twitter, and more. This will
activate customers on social networks to boost
your online presence.
Close the loop with customers quickly on both
survey and social reviews. Address feedback and
demonstrate to customers how you have made
changes or improved processes as a result of
their feedback.
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About Medallia
Medallia, the leader in Experience Management cloud technology, ranked #15 in the most recent Forbes Cloud 100 list. Medallia’s vision is simple: to create a world where
companies are loved by customers and employees alike. Hundreds of the world’s largest companies and organizations trust Medallia’s cloud platform to help them capture
customer and employee feedback everywhere they are, understand it in real-time, and deliver insights and action everywhere—from the C-suite to the frontline—to improve
business performance. Medallia has offices worldwide, including Silicon Valley, New York, Washington DC, Austin, London, Buenos Aires, Paris, Sydney, and Tel Aviv. Learn
more at www.medallia.com.
© Medallia®, the Medallia logo, and the names and marks associated with Medallia’s products are trademarks of Medallia and/or its affiliates. Net
Promoter, Net Promoter Score and NPS are registered trademarks of Bain & Company, Inc., Fred Reichheld and Satmetrix Systems, Inc. All other
trademarks are the property of their respective owners.
Copyright © 2019. Medallia Inc. All rights reserved. 15medallia.com
Perman Gochyyev
Perman Gochyyev is a research statistician at the University of California, Berkeley, and is a former research & analytics manager in Medal-
lia’s CX Strategy Research group. Prior to joining Medallia, he was a research associate at WestEd and a doctoral student in UC Berkeley’s
Quantitative Methods and Evaluation program doing research in psychometrics and
behavioral statistics.
Emma Sopadjieva
Emma Sopadjieva leads Medallia’s Research Practice responsible for developing insights and frameworks that define how companies will
win in the future through customer experience. Prior to coming to Medallia, she was a consultant for over five years in Deloitte’s Financial
Advisory practices in the US, the UK, and Spain. She has an MA in international economics and management from the School of Global
Policy and Strategy at UCSD, and a BS in business administration and management from Bucknell University.