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Social Media Monitoring
as a Tool to Assess
Customer Satisfaction
The Case of Spotify
Literature
Review
Social Media
• Source of market intelligence.
• User-generated content.
Social Media Monitoring
• Capturing and analyzing information from social media
about characteristics, needs, behaviors and relationships
(Kupper, et al., 2014).
Benefits
• Acquire information on consumer-focused measures
(Heijnen, et al., 2013; Shweidel & Moe, 2014).
Importance
• Monitor performance of the company and competitors
(He, Zha, & Li, 2013).
• Capture employee voice (Miles & Mangold, 2014).
Purpose of the Study
Demonstrate how social media monitoring can be used as a tool for
assessing customer satisfaction and other consumer
sentiments.
About the Company
Global Reach
Partnerships
• Launched in 2008 in Stockholm, Sweden
• Two service models
• Freemium & Premium
• Available in 58 markets
• Offers social & interactive features
• Collaborators
• e.g. Starbucks
• Competitors
• e.g. Apple Music
Methodology
Online social networking service
Short 140-character tweets
Online social media and communications
insights platform
Sampling
Plan
- 300 Tweets daily
- 3 times per day
- Over a 6-day period
- Total of 1,816 Tweets
Research Tools
IBM SPSS
Microsoft Excel
Variables Coding Scheme
Satisfaction 1=mentioned 0=not mentioned
Artists 1=mentioned 0=not mentioned
Songs and Playlists 1=mentioned 0=not mentioned
Competitors 1=mentioned 0=not mentioned
Collaborators 1=mentioned 0=not mentioned
Positive/Negative 1=Positive 0=Negative
Sentiment Score
Identifies
attitudes, feelings,
emotions and
opinions
Translate into a
numerical form
The closer to 100,
the more positive
Sentiment Score
56
90
40
60
80
100
Tuesday
[M
]
Tuesday
[A]
Tuesday
[E]
W
ednesday[M
]
W
ednesday[A]
W
ednesday[E
]
Thursday[M
]
Thursday[A]
Thursday[E
]
Friday
[M
]
Friday
[A]
Friday
[E]
Saturday[M
]
Saturday[A]
Saturday[E]
Sunday[M
]
Sunday[A]
Sunday[E]
Satisfaction
89%
Satisfied
The ability to
create/share/discover
playlists
Discover new songs
and artists through
“Discover Weekly”
Listen to new albums
• 2000s hip hop
playlist on
spotify 👌🙌
Playlists
• "Have	you	ever	heard	
of	Can?	Maybe	they	
are	new	or	
something."	Thanks,	
Spotify.	
#DiscoverWeekly
Discover	Weekly
Satisfaction
11%
Dissatisfied
Complains about
ads
Absence of
certain artists,
songs and albums
Dislike for
suggestions
• Wow	Spotify.	You	put	
Call	Me	Maybe	in	my	
Discover	Weekly	
playlist?	Shame	on	
you.
Discover	Weekly's	
bad	song	
recommendations
Artists
64%
36% Not Mentioned
Mentioned
90%
10%
Positive
Negative
• 1D	all	over	my	TL	and	
the	single	hasn't	
dropped	yet🙌 Damn	
gotta	download	Spotify	
#Perfect	#SpotifyLove	
#EMABiggestFans1D
Fans	praising	their	
favorite	artists
Highlights
*Fans praising artists
*Artists promoting music
*Music library update
(#NowPlaying)
*Dislike for certain artists
*Absence of certain
artists
*Unfair compensation
complaints by artists
90% 10%
Songs, Playlists and Albums
53%47% Not Mentioned
Mentioned
93%
7%
Positive
Negative
Highlights
*Users expressing
satisfaction
*Users and artists sharing
personal music
*Music library update
(#NowPlaying)
*Artist/Fans encouraging
streaming
*Absence of certain
songs or albums
*Dislike of suggestions
by Spotify
93% 7%
Competitors
70%
30%
Positive
Negative
86%
14%
Not Mentioned
Mentioned
Highlights
• My	SINGLE	"Backseat	of	a	
Taxi"	IS	AVAILABLE	ON	
iTunes,	AMAZON,	TIDAL,	
APPLE	MUSIC,	SPOTIFY,	
GOOGLE…	
instagram.com/p/8x5AGYL
Liu/
New	Releases
*Sharing and
promoting new
releases
*Piracy links
*Competitors
features
70% 30%
Collaborators
Companies have partnered with Spotify to enhance user experience
• Liam	singing	a	bit	of	
"Never	Enough"	on	
Spotify's	snapchat	
pic.twitter.com/bUQn
QOr8U2
Collaborator:	
Snapchat
• If	you're	on	spotify,	
check	out	our	friend	
Jon	Foreman	's	solo	
music!	Fresh	released	
songs	this	week	
including	our...	
fb.me/HrIp5KcT
Collaborator:	
Facebook
• Spotify	finally	adds	
Chromecast	support	
for	iOS	and	Android	
apps	- TrustedReviews	
bit.ly/1Qopkse
Collaborator:	
Chromecast
Collaborators
94%
6%
Not Mentioned
Mentioned
85%
15%
Positive
Negative
Highlights
*Artist
interaction on
SnapChat
*ChromeCast
compatibility
• Spotify	finally	adds	
Chromecast	support	
for	iOS	and	Android	
apps	-
TrustedReviews	
bit.ly/1Qopkse
Collaborator:	
Chromecast
Overall Highlights
2035
5617 5283
1500
2000
2500
3000
3500
4000
4500
5000
5500
6000
Tuesday[M
]
Tuesday[A]
Tuesday[E]
W
ednesday
[M
]
W
ednesday
[A]
W
ednesday
[E]
Thursday
[M
]
Thursday
[A]
Thursday
[E]Friday
[M
]Friday
[A]Friday
[E]
Saturday[M
]
Saturday[A]
Saturday[E]
Sunday
[M
]Sunday
[A]Sunday
[E]
Total Tweets
Overall Highlights
486 496 475
119 110 130
0
100
200
300
400
500
600
Morning Afternoon Evening
Time of the Day
Positive Negative
80%
20%
Overall
Positive
Negative
Overall Highlights
80.08%
19.92%
Weekdays
Positive
Negative
80.53%
19.47%
Weekends
Positive
Negative
Emerging
Themes
Interactive
Platform
• Leading factor driving
user satisfaction.
Variety of Music
• The absence of
certain popular artists
negatively affects user
experience.
Social Media
• Social media
integration adds great
value to users.
Freemium vs.
Premium
• Freemium users
already enjoy high
levels of satisfaction.
Why choose premium?
Poor
Compensation
• Artist and record label
executives feel their
work is being poorly
compensated.
Limitations
• The use of a sample.
• Time constraint: data collection
conducted for 6 days only.
• Only one social media channel
and one tool were used to
collect data.
• Coded by only one individual.
Inference
Sampling
Population
Sample
Thank You
• Prepared by
• Valeria Aguerri, MBA
• Pamela Kennett-Hensel, Ph. D.
• Francisco Silva, MBA
• Bellakarina Solorzano, MBA
• This study was presented at the 2016 Consumer
Satisfaction, Dissatisfaction and Complaining
Behavior Conference in the City of New
Orleans.

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