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1The Smart Social Report: Volume Five
Report: Volume Five
The
2The Smart Social Report: Volume Five
Every time we publish the latest edition of the Smart Social Report, we take a step back and wonder,
“Wow! Has it really only been a quarter?” This industry doesn’t wait for anyone to catch up: as soon
as you’ve got a handle on the last feature release, either a new network launches or an existing one
rips its old paradigms to shreds. This isn’t to say that it’s impossible to keep up or achieve excellence,
but doing so does require 100% commitment day in, day out.
In our fifth Smart Social Report, we’ve tracked first-quarter performance for 50 major brands who
make up our State of Social study. We’ve reviewed the initial data around Facebook Reactions and
offer recommendations about how to leverage them; overseas we took a look at how Europeans
self-identify in their Twitter bios; we also wanted to know the best ways to repurpose content, so we
looked at online publishers to see how they do it so well; and finally, we went to the movies to see
how studios communicate with their audiences—and what we can learn from them.
At Spredfast, we connect every company with the people they care about most. Our smart social
software takes you to the intersection of decision-making and data. This report is another part of
that roadmap–we hope you will stake out new territory with the findings.
Smarter social, every day.
| Jim Rudden | CMO, Spredfast
3The Smart Social Report: Volume Five
The State of Social
A survey of 50 brands across 10 verticals
Content & Community
Facebook Reactions: Understanding your Audience Beyond the Like
Brands & Consumers
Twitter Profiles in Europe: How we Talk about Who We Are
Fan Activation
Blockbusters: What Marketers Can Learn from Studio Pros
Building Relevance
The Second-Chance Cycle: When and How to Repost Content
04 |
14 |
25 |
33 |
40 |
Table of Contents
4The Smart Social Report: Volume Five
The State of Social
A survey of 50 brands across 10 verticals
5The Smart Social Report: Volume Five
Introduction
The State of Social is our quarterly check-in with 50 of the
top brands in the world and their sophistication across
the major social properties. We dive into posting patterns,
audience size, response to the brand’s messaging, and
complexity of content to find industry-leading brands that
all marketers can learn from.
Last quarter, Media, Sports, and Retail were the leading
industries in our study. Did they maintain their status this
quarter? Let’s dive into the data.
6The Smart Social Report: Volume Five
Audience size: followers, likes, etc.
Consistency of response: time to respond to
inbound communication
Post frequency
Use of rich media: images, GIFs, video
Audience engagement: comments, likes,
shares, favorites on posted comments
Methodology
We looked at 50 leading brands in 10 different industries to gauge
their maturity across eight of the leading social networks. Brands were
measured at the end of December 2015, and will continue to be measured
on a quarterly basis to chart growth and sophistication over time.
To evaluate social sophistication, we used a combination of the
following metrics, depending on which metrics are available publicly for
individual networks:
50Leading
Brands
10Different
Verticals
8Social
Networks
Sports Takes the Lead
Thanks in part to strong growth on Twitter for both the NFL and the Premier
League, the Sports industry has overtaken media as the top industry in our study
this quarter.
Pinterest and LinkedIn See Momentum
Both LinkedIn, helped by strong showings from Financial Services and B2B, and
Pinterest, buoyed by solid scores from Retail and Media, showed impressive growth.
Key Takeaways
Even with some shuffling
the best brands in social are
staying at the top.
7The Smart Social Report: Volume Five
Premier League
During Q1, the Premier League embraced Snapchat by participating in the
network’s Live Stories feature, following in the footsteps of all the other major
sports leagues we track. These Live Stories are curated by Snapchat, and include
photos and videos from supporters of two teams in a featured match.
Volkswagen
Between Q4 of 2015
and Q1 of 2016 the
automaker adjusted
their strategy on both
Instagram and YouTube.
The increased posting
volume on both networks
also generated positive
engagement for the
brand. On YouTube, they
increased the amount of
content posted by 82%
and their views per day
by 182%.
Across all 50 of the brands we researched, a few stood out for growth in different areas of social.
Top Moving Social Brands
7The Smart Social Report: Volume Five
8The Smart Social Report: Volume Five
IBM
IBM rose in the ranks with a one-two social punch,
increasing sophistication on both Facebook
(through more rich media and higher engagement
from the audience) and Twitter (with a more
aggressive posting schedule).
MLB
Major League Baseball made improvements on both
YouTube and Snapchat. Like the Premier League, the
MLB also embraced Snapchat Live Stories and were
regularly featured during spring training. On YouTube,
the league increased its subscriber base by 11.5%.
8The Smart Social Report: Volume Five
9The Smart Social Report: Volume Five
•	 Every league we studied showcased a Snapchat Live Story. These partnerships between the leagues and the
social network provided fans with a unique lens on the field and from the stands.
•	 During the quarter, Sports posted the second-best scores of any industry on Twitter. This was driven
primarily by the NFL and the Premier League.
•	 Sports also led all industries on Instagram. This was enabled by the NHL continuing to outperform its peers
on the network.
Back in Q1 of 2015, Sports was the leading industry of the ten that we tracked. This quarter, they find themselves
leading again. All of the brands in this industry were either entering playoffs or starting their next season. This
frenzy of activity helped drive engagement and performance across their social channels.
Media, Sports, and Retail maintained their positions as leaders in terms of social sophistication across
channels. During Q1 of 2016 Sports overtook Media as the most sophisticated industry. Let’s look at
some of the top brands within these industries and see what we can learn from their success.
Q4
Top Verticals for Social Maturity
1. Sports
10The Smart Social Report: Volume Five
With super-aggressive content posting patterns and a large, engaged audience, the Media industry fell to the
second spot in our study but each of its brands on our list still created great content.
•	 Media was one of the fastest-rising industries on LinkedIn, with four out of five Media brands seeing a
bump in sophistication on the network.
•	 Netflix earned honors as one of the top individual brands in the entire State of Social study this quarter,
with high marks in almost every social channel.
•	 MTV was one of the top three Tumblr brands in the study, with the most engagement per post on its
content of any brand tracked.
Top Verticals for Social Maturity
2. Media
Q4
11The Smart Social Report: Volume Five
•	 Gap continues to be one of the strongest brands on Tumblr, repeating its top performance
from last quarter.
•	 A combination of Target’s top-two rank in Pinterest follower count and top-three rank in pin
volume landed the retailer a spot as a top brand on the channel this quarter.
•	 Coach was one of the fastest risers on LinkedIn, with the highest engagement rate (comments
and likes) for any of the retailers we tracked.
Our collection of Retail brands stayed steady in third place this quarter, still outpacing the Auto industry for
overall social sophistication. A few superstar performances helped keep these brands connected with their
audiences and top-of-mind in the buying cycle.
Q4
Top Verticals for Social Maturity
3. Retail
12The Smart Social Report: Volume Five
5
6
7
8
9
10
1
3
2
4
Vertical Q4
Social Maturity by Vertical
* FULL BRAND LIST: BofA, Progressive, Citibank, State Farm, Barclays, Pepsi, Crest, Nescafé, Dove, Cadbury, Target, Coach, Victoria's Secret, Gap, Tesco,
Hyundai, Mercedes-Benz, Ford, VW, Audi, Hilton, Hyatt, American Airlines, Delta Airlines, British Airways, MTV, ESPN, ABC, Netflix, BBC, NFL, MLB, NBA,
Premier League, Apple, Microsoft, Samsung, Sony, EA, IBM, GE, VMWare, Siemens, Accenture, Verizon, AT&T, BT, Orange, T-Mobile
Tweet This
Sports, Media, & Retail top
@spredfast social maturity scores.
@Spredfast | #
Tweet This
Sports, Media, & Retail top
@spredfast social maturity scores.
#smartsocial
13The Smart Social Report: Volume Five
Sony scored top engagement marks on Facebook
videos this quarter, bumping the past champion,
Mercedes-Benz, to the number two spot.
BT saw the best Twitter engagement from its audience
of any brand in the study with a series of contests,
product spotlights, and upcoming television shows
that resonated with its audience.
On LinkedIn, Citibank was the top financial services
institution in our study, helped by a 52% increase in
engagement on the network.
State of Social Takeaways
How the best can make you better
IBM and General Electric both saw strong performance
gains on Tumblr, showing that B2B is finding its groove
on the network. The brands improved their performance
by 170% and 24% respectively over last quarter.
AT&T saw its performance on YouTube increase
relative to its telecom peers. This improvement was
based on a 100% increase in views per day and the
addition of over 10 million total views to its channel
throughout the quarter.
Hilton saw its engagement rates on Instagram rise by
21% during the quarter and this compelling content
helped increase its follower base by 30%.
Victoria’s Secret was the fastest-rising brand on
Pinterest, thanks to a combination of a growing
audience and rising engagement (pinning, liking,
and commenting on content).
The most improved automotive brand on LinkedIn
was Ford. Its content received 25% more engagement
than the brand saw in the previous quarter.
14The Smart Social Report: Volume Five
Facebook Reactions
Understanding your Audience Beyond the Like
15The Smart Social Report: Volume Five
Freedom of Choice
Ever felt like ‘liking’ a social post, but worried that expression could
be taken the wrong way? In February of 2016, Facebook expanded
the potential for users to interact with content across the channel.
Reactions have added new dimensions to how individuals and brands
alike can receive feedback—both positive and negative—on their
published content. This also means marketers can measure success
across Facebook in an entirely new way.
16The Smart Social Report: Volume Five
What are Reactions
Reactions are made up of six emoji-like expressions that let users add more detail when responding
to content beyond the traditional “Like,” which was sometimes an awkward answer to sad news, or a
muted response to amazing news. The new Reactions are designed to let people give more detail within
a social response, offering up a range of emotions along with any comments.
16
17The Smart Social Report: Volume Five
Here’s a quick breakdown of the Reactions now available in Facebook:
Like
A show of support for content or topic. The traditional Reaction and still the default, marketers should
continue to expect to see a good number of Likes in their future.
Sad
Could signal two main expressions from the audience: 1) commiseration along with your brand if the news
is of an unfortunate nature or 2) disappointment with your brand or message.
Love
Extreme enthusiasm around a piece of content or topic.
Haha
Your audience, laughing along with you.
Wow
If the news, video, or other content you are posting includes jaw-dropping action or surprises, this could be
seen as a great thing. It’s surprise meets emotion.
Angry
Just mad. If an individual is expressing something that angers them it could be seen as joining that
movement, but for a brand it’s hardly ever a good thing to see.
We were interested in diving into some early data on how users are interacting with Reactions from a
diverse set of content creators. While we assume it will take awhile for awareness and usage of the new
functionality to take hold, there can be interesting findings even in the early days of rollout.
18The Smart Social Report: Volume Five
The Data
To check usage of Reactions, we looked at a collection of brands, teams and personalities on
Facebook—and their posts since Reactions rolled out. We looked for patterns around Reaction
usage across the following content creators:
Sports Drinks:
Gatorade
Powerade
Red Bull
Comedians:
Conan O’Brien
Ellen DeGeneres
Sarah Silverman
Celebrities:
Kim Kardashian
Dwayne Johnson
Shakira
Sports Teams:
The Cleveland Cavaliers
The Dallas Cowboys
The Seattle Mariners
How did the new Facebook Reactions measure up? We
found some things we expected, but also a few surprises:
19The Smart Social Report: Volume Five
Likes Still Dominate
This is primarily for two reasons:
1.	 It’s how users have been trained to use the platform for
a while now, and changing behaviors, no matter how
small, always takes time.
2. Based on the user interface, this is also the first and
easiest choice to show support for a piece of content.
Selecting the other reactions simply takes more time
and effort for the user.
However, just because Likes are the dominant reaction
doesn’t mean that users aren’t selecting the other
Reactions in many cases.
The overall usage of Reactions across all data points and
content types shows a natural inclination for users to
select expressions closer to the left-hand side vs. traveling
all the way over to the right. Angry and Sad are the least-
used Reactions, probably due to a mixture of both their
meaning as well as their place in the user interface.
Not surprisingly, the Like is still the preferred method
for users to interact with content on Facebook.
20The Smart Social Report: Volume Five
Different Creators See Different Patterns
Even given the overall patterns we found, there are some notable standouts to mention.
Sports teams saw the lowest percentage of Reactions, with just over 3% total non-Likes in their
response data. But sports fans still responded accordingly to some content.
20The Smart Social Report: Volume Five
When the Cavs posted the
results of a lost game, their
fans reacted with the highest
percentage of the Sad and
Angry Reactions we saw in
the study. While this can be
seen as negative, the positive
side of the functionality is
that it gave fans an outlet
to address their frustration
where previously they would
have had to Like the content
or just move on without any
clicks.
21The Smart Social Report: Volume Five
Love Doesn’t Rule All, but it Does Come in Second
It seems that users have been waiting for a way to express “more than like,” and we saw the Love Reaction register as
the second-most used expression in our study. Shakira saw the highest percentage of Love Reactions from any of the
celebrities we looked at, with more than double the average Loves vs. Kim Kardashian.
The Seattle Mariners saw impressive numbers for Love reactions
across the board, but especially with posts like this one about new
food items available at Safeco Field.
But there is one group of content creators bucking the
Reaction trends seen with other content groups: comedians.
The Wow Reaction was in fourth place for usage,
but saw especially high adoption by those reacting
to Red Bull’s content. Wows represented up to 5%
of all Reactions on some Red Bull posts.
22The Smart Social Report: Volume Five
Comedy Shows the Potential of Reactions
Content posted by comedians showed the highest percentage of non-Like Reactions by a wide margin.
Facebook: Non-Like Reactions
0%
Sports Teams Sports Drinks Celebrities Comedians
2%
4%
6%
8%
10%
12%
Tweet This
Shakira gets double the Facebook Love
Reactions than Kim Kardashian on average.
@spredfast | #smartsocial
23The Smart Social Report: Volume Five
Facebook Reactions by Page Type
Not surprisingly, the HaHa Reaction was the biggest one being used to respond to comedic content, but that wasn’t the
only expression used more than the other groups we looked at. Comedians also saw the highest averages for Love and
Sad (mostly used for tributes to colleagues who had passed away) compared to any other group.
0%
Love HaHa Wow Sad Angry
2%
4%
6%
8%
10%
12%
Sports Teams
Sports Drinks
Celebrities
Comedians
24The Smart Social Report: Volume Five
While it’s still early for Reactions, the data we found hints at a future beyond the one-size-fits-all expression on
social media. It’s no surprise that content with personality—whether it’s exciting content from Red Bull or funny
content from Conan O’Brien—brings along emotion from the crowd, and now fans have a way to show it.
Here are three ways marketers can start taking advantage of Facebook Reactions:
Know that Reactions Are Used In Some Situations, But Not In Others:
Don’t always expect a wide, diverse set of reactions to all your content. Test the Reactions you receive from
different types of content (funny, somber, emotional) to see how your tribe responds.
Leverage the New Content Opportunities that Map to Reactions:
This new functionality gives your audience a lot more freedom to respond in different ways, which opens the doors
to new types of content. Experiment with new creative ways to elicit the emotions you’re hoping to get from your
marketing strategy and see how the audience responds; you may be able to use Reactions to create a post-Like
world for your brand.
Weigh Reactions in Different Ways:
Begin setting up a more sophisticated analysis plan to include Reactions, and make sure you weigh them differently
than the everyday Like. All Reactions are not alike, so craft a smart measurement plan to pull an accurate reading
of sentiment, as well as engagement, from your audience.
Reacting to Reactions
25The Smart Social Report: Volume Five
Twitter Profiles in Europe
How we Talk about Who We Are
26The Smart Social Report: Volume Five
The Geography of Biography
Social media posts don’t just tell us what people are doing, they show us how people
want to be seen. Most aspects of social data are “self-reported,” meaning they rely
on the user to frame any given situation through their own eyes. We choose which
moments to share, just as we choose the most photogenic camera angle, and just as
we exclude pieces of our lives that we’d rather the world not see.
But there’s another aspect to social media that is ripe for insight beyond what people
say, and those are the bios that people around the world use to describe themselves.
On Twitter, this information is called “profile data,” and includes a 160-character
open field (for information like “loves dogs” or “digital marketer”) and free-form
location field (resulting in text like “Paris”, “Berlin”, or “the 512”.) This data gives other
Twitter users context around who they’re following, points of origin for different
opinions, and insight into potential connections. When mined, in
aggregate, it can also tell us things about people that we might
not be able to otherwise see.
27The Smart Social Report: Volume Five
The Data
Top Profile Terms
We mined the profiles of over 4 million European Twitter accounts to find patterns within language, location, and how
different countries represent themselves in their Twitter profile information. We used both indirect search (“just tell us
the most frequent terms”) and directed search (“tell me about sports”) to find insights from across Europe.
By looking at the top terms appearing in all profiles, we can start to see patterns for how
people in a few countries across Europe self-identify on Twitter. We removed all common
words like “and”, “the”, “or”, etc. (called “stop words” in the natural language processing
world) that won’t tell us much about the profile data. We then translated terms from each
language back into English for an apples-to-apples comparison.
ItalyRank
Love/Lover
Italy/Italian
Music
Life
Instagram
Web
Student
Rome
Journalist
World
1
2
3
4
5
6
7
8
9
10
Love
Music
Berlin
Germany/German
Life
Impressum
Student
Instagram
Fan
World
Life
Madrid
Student
Love
Instagram
World
Music
Reporter
Barcelona
Marketing
Snap/Snapchat
Paris
France/French
Years
Fan
Instagram/Insta
Life
Love
Music
Web
Love/Lover
Life
Music
UK
London
Fan
Views are my own
Student
Instagram
World
Germany Spain France UK
Tweet This
The #1 word for Twitter bios in
Germany, Italy, and UK? Love.
@spredfast | #smartsocial
28The Smart Social Report: Volume Five
Love
An often-mentioned term, both for the romantic aspect of life as well as passion around certain topics.
Location / National Pride
In every country in the study, people self-identified using geographic terms at both city and country
levels. Spain was the only country where cities were listed were in the top ten but country was not.
Life / Lifetime
People mentioning aspects of their worlds (like “information about political life”) or just happy to
be here (“love my life,” “life is full — life is awesome!”).
Music
Twitter users associate themselves with being a fan of music, or even declaring allegiance with
specific bands or musical acts, across every European country that we looked at.
Student Status
Students self-identify as such with high frequency in four out of the five countries in our study.
Other Social Channels
The country-by-country view of high-frequency profile terms also highlights another phenomenon:
pointers to additional social networks. Instagram is mentioned in every country (as is the abbreviated
“Insta” in France), and in France Snapchat is the top-mentioned profile term.
We found a lot of similarities—and a lot of differences—between countries when
we grouped terms by category.
29The Smart Social Report: Volume Five
Top Profile Terms
In addition to just looking at top terms across all profiles, we examined different themes that are frequently mentioned in
Twitter bios. We wanted to see if any patterns existed based on geography and how people describe themselves.
Which country’s user base is more likely to mention their love of sports vs. their family? What country
wears their profession on their sleeve, and which one is mostly likely to share their religion with their
followers? Let’s find out.
Some of the biggest numbers came from our list of professions in each language (including forty different job roles,
titles, and industries). By mining profiles to see how many people mentioned their jobs as part of their bio, we learned
that it’s a leading practice in the UK (top terms: “writer,” “work,” “manager,” and “journalist”) where profession mentions
are twice as high as Spain, the next-closest country.
Professions in Profiles
0%
France Italy Germany Spain UK
2%
4%
6%
8%
10%
14%
12%
30The Smart Social Report: Volume Five
While mentions of sports are a popular topic of conversation for Twitter users across the globe, users in Spain (top terms:
“futbol,” “Real Madrid,” and “deporte”) and the UK (top terms: “cycling,” “rugby,” “hockey,” and “football”) lead the pack for
percent of users mentioning their favorite sport or team.
Europeans are famous for their love of travel and August holidays, but which country celebrates their love of travel the
most in their social profiles? Germany dominates this category, with mentions of “blogger,” “photography,” and “world”
occurring the most with the term “travel” (or the German term “reise”).
Sports in Profiles
Travel in Profiles
0%
0%
France
France
Italy
Italy
Germany
Germany
Spain
Spain
UK
UK
1%
1%
2%
2%
3%
3%
4%
4%
5%
31The Smart Social Report: Volume Five
How often do people self-identify with religion? Not as much as other topic areas, for sure. Religion was the lowest
percentage category for every European country we looked at, with Spain leading the number of Twitter users including
references in their profiles. That’s not the case in the United States, where more people mention their religion in their
Twitter profile (2.6%) than sports (1.6%) or travel (1%).
Family can play a big part in our lives, but how much do we use the labels of family (calling ourselves a mom or dad, or
mentioning children) in our social profiles? As it turns out: a good amount. In all countries, self-described labels around
family beat out sports, with the UK taking the lead (top terms: “family,” “father,” “dad,” and “mother”).
Religion in Profiles
Family in Profiles
0.0%
0%
France
France
Italy
Italy
Germany
Germany
Spain
Spain
UK
UK
0.2%
1%
0.4%
2%
0.6%
3%
0.8%
4%
1.0%
5%
32The Smart Social Report: Volume Five
Slicing social profile data can give us insight into how different cultures and groups act from many new angles:
how they speak, the traditions they hold, and their passions.
What can a smart look at profile data do for marketers around the globe?
Search Beyond the Conversation
Searching through the ebb and flow of social chatter can yield valuable, real-time insights for marketers. But
when it comes to social data, don’t just stop at what people are talking about. There are plenty of additional
data dimensions (profiles, geolocation, time of day, influence, sentiment, and more) that can be mined to get
a deeper understanding of the conversation.
Data is Great One-on-One and in Aggregate
Profile data can be valuable at an individual level to identify influencers and build an audience. But profile
data can also be used in aggregate to find patterns for groups that you’re interested in. Go small and big with
your data strategy.
Groups within Groups
Don’t treat your audience like one, big, monolithic group. Think of logical buckets to analyze (in this case:
language and borders) to look for patterns that allow your targeting and marketing strategies to be smarter
and more tailored to the local audience.
Finding Insights Across Borders
33The Smart Social Report: Volume Five
Blockbusters
What Marketers Can Learn
from Studio Pros
34The Smart Social Report: Volume Five
Lights, Camera, Promotion
What do Star Trek Beyond and Apple’s iPhone 7 have in common? First, they’ll both be out
sometime this quarter—July 15 for the next Star Trek film and “early fall” for the iPhone 7.
But more specifically, from a marketing lens, they’re both vying for and subject to the
same constraints: consumer attention spans.
Every marketer deals with product launches, although
few are as well publicized as movie releases. What can
social marketers learn from the movie biz pros? And
just how brief are their windows of opportunity? What
is the shelf-life of a new idea, product, or movie? How
can we extend it, or at least make better use of the time
we have? We studied conversations around films to
determine just how long these interest windows
are—and to measure the impact of building on an
existing brand versus an original idea.
35The Smart Social Report: Volume Five
Big Budgets & Big Audiences
For a collection of movies released in the
second half of 2015, we tracked conversation
around each film on Twitter for the ten weeks
before and after the week of release. We also
recorded the engagement rates for the official
film accounts over the same time frame.
Let’s start by getting an idea of how much
conversation these films created.
All of these films had audiences engaged,
but none were as enthused as fans of
Star Wars: The Force Awakens. We adjusted
the totals for Star Wars to account for the
average conversation level around the
franchise, which exists year round, and even
with the adjustment there was 389% more
conversation than the next most talked about
movie–Minions.
Yes, Star Wars: The Force Awakens is currently
the third highest grossing film of all time,
but even that measure doesn’t entirely cover
the sheer volume of Tweets around the
franchise. The fourth highest grossing film of
all-time, Jurassic World, was also in this data
set and had 85% less conversation associated.
While there were big differences in overall
conversation volume, our next step was to
see how that volume trickled or rushed in.
Star Wars*
Minions
Jurassic World
Spectre
Straight Outta Compton
Carol
Hunger Games
Creed
Spotlight
Ant-Man
Inside Out
The Revenant
Steve Jobs
The Martian
Terminator Genisys
MI: Rogue Nation
[...]*
Anomolisa
0 7.5 15 22.5 30
Tweet Volume (Millions)
* [...] The Hateful Eight, Crimson Peak, The Big Short, Sicario, The Good Dinosaur,
Tangerine, Son of Saul, Bridge of Spies
36The Smart Social Report: Volume Five
0%
Week
-10
Week
+2
Week
+4
Week
+6
Week
+8
Week
+10
Week
-8
Week
-6
Week
-4
Week
-2
Release
25%
50%
75%
100%
Twitter Conversation by Week (Cumulative)
Interest Windows
The interest window, or the period of time when the majority of conversation takes place, is very short. In the below
chart we’ve plotted the cumulative total of conversation by week. We begin ten weeks before the movie's release and
continue through ten weeks after.
% of Audience Conversation
% of Studio Content
% of Studio Engagement
•	 The majority of studio content happens in the two weeks preceding a movie's release.
•	 Studios see the most engagement with their content during the release week.
•	 Half of all audience conversation about a movie takes place during the three weeks after its release.
37The Smart Social Report: Volume Five
New Films vs. Franchises
There is a dramatic difference in overall conversation between new films and
franchise properties. Franchises are typically properties that have already
demonstrated audience resonance and financial success. For every Tweet about
a new film there were 5.4 about a franchise film. This difference remains even
when Star Wars is excluded from the dataset, with 2.5 Tweets per franchise film
for every new film.
0
Week
-10
Week
-8
Week
-6
Week
-4
Week
-2
Release Week
+2
Week
+4
Week
+6
Week
+8
Week
+10
300,000
600,000
900,000
1,200,000
Franchise
New Films
Audience Conversation Volume by Week
Tweet This
For every tweet about a new film
there were 5.4 about a franchise film.
@spredfast | #smartsocial
38The Smart Social Report: Volume Five
While audience conversation followed roughly the same curve, no matter the volume, for both new films and
franchises, there was a difference between how many official messages studios published depending on the film type.
Franchise films publish the most content on average during the pre-release phase. Meanwhile, original films publish
the most content after their release phase. Audience familiarity gives them more topics to cover more frequently.
0
Pre-Release Release Post-Release
100
200
300
Studio Tweets by Phase and Release Type (Averaged)
Franchise
New Film
39The Smart Social Report: Volume Five
For many of these releases success on social corresponded with success at the box office. However, there is
room for improvement.
Here’s how we can all learn from the marketing of these films:
Be Proactive
With a bank of pre-planned responses fans can be persuaded to share more and generate another positive
touchpoint. For example, by asking fans what their favorite character is or how many times they’ve seen the film,
a studio can open up a conversation and deepen the connection with its audience.
Be Prepared
Have enough content ready to run the marathon of a product launch. The marketing machines behind these
movies are doing more than just reposting the exact same item. They issue countdowns, teaser clips, quotes from
major characters, and links to positive press coverage. Get creative in extending the life of your product release.
Know Your Product
When working toward a product launch, keep in mind whether you are creating a new market or expanding on an
existing one. If you’re switching from simply updating an existing product to launching an entirely new one, it may
require a major shift in mindset to appropriately set engagement and audience benchmarks. Remember, you’re
starting from scratch.
Roll the Credits
40The Smart Social Report: Volume Five
The Second-Chance Cycle:
When and How to Repost Content
41The Smart Social Report: Volume Five
Timing Really is Everything
Marketers constantly risk getting lost in the shuffle. The timing of a message
can be just as important as its content. Individual teams and departments have
developed best practices based on their own intuition or what they’ve seen
competitors do, but are there other guidelines available?
For example, when planning on republishing an existing message, does it need
completely new copy or will the old suffice? With the weekend coming around
does the content team need to have new blog posts waiting to go live or is
reusing existing assets their best strategy? With all the competing voices is it
even possible to determine a signal from the noise?
42The Smart Social Report: Volume Five
Methodology
We thought some of the answers to these questions might be found within the URLs used every day to drive
traffic by large online publishers. They post thousands of links every month and through this repetition and
practice are able to benefit from the volume of data provided in response to their efforts. Their behaviors offer
a shortcut to understanding best practices around when to both engage and re-engage audiences.
To this end, we gathered 12 months of Tweets from Buzzfeed, The New York Times, Huffington Post, and
Hollywood Life on Twitter. Then we opened all the links—more than 170,000 of them—to see when the same
web page had been pointed to more than once.
High-Level Findings
Looking at the data as a whole there were a few things that jumped out to us immediately:
•	 Links Are Essential: 94% of all Tweets contained a link
•	 Reposting Is Expected: 33% of all links were posted more than once
•	 The Best Content Gets Reposted: A link that was eventually reposted had 33%
higher performance on average on its first run than links which were only posted once
43The Smart Social Report: Volume Five
0
12am 5am 10am 3pm 8pm
600
1200
1800
2400
Publisher posting patterns allow us to infer the best practices for both debuting content and sharing it again. We
grouped all of the content that was eventually reposted at least once in our database by hour and if it was the first or
second time the link had been shared.
First-run content is predominantly posted in the morning and then peaks around noon. Also at noon, publishers were
least likely to be sharing content a second time. Instead, for reposting, there was an initial jump beginning at
3 p.m. and then a steady increase in reposting throughout the evening and into the night.
When Should This Content Be Shared Again?
Let’s look at the patterns for repeat posting of content.
Tweet Volume by Time of Day
Original Post
Repeat Post
44The Smart Social Report: Volume Five
Tweet Volume by Day of Week
0
Sunday Monday Tuesday Wednesday Thursday Friday Saturday
1500
3000
4500
6000
When grouped by day of week, we can see that first-run content is posted most often during work days, reaching its peak
on Thursday before falling off. However, when that content is shared again, the pattern is consistent no matter the day of
the week—and on the weekend, reposts see twice the volume of original content.
Don’t concentrate important messaging on
the weekend. Instead, rely on content that has
already performed well and give people who
may have been busy the first time around a
second chance.
Original Post
Repeat Post
45The Smart Social Report: Volume Five
What About Outliers?
We found that the average link was reposted 2.4 times. But the publishers we studied sometimes
posted the same piece of content dozens of times. We looked at the top-performing items—those
posted at least ten times within the last year—to see what publishers returned to the most, and why.
Cross-Platform Promotion
The New York Times regularly provided links to their Instagram accounts. These posts performed 11% better than
their average content. Always scheduled during workday afternoons, the posts typically highlighted photos from
earlier features.
Home Pages
Huffington Post linked directly to their home page 172 times over the course of our study. This content performed
in-line with their average and typically highlighted the main story on their homepage.
Breaking News
This isn’t a surprise, but live updates for major news events are the most
common type of repeatedly shared content.
Jobs
Buzzfeed routinely retweets their own employees' Tweets about job openings.
These perform 81% worse than their typical content, but generally are shared
1-2 times per month—hinting at another business benefit behind the strategy.
Two percent of the links in this
dataset pointed to web pages
that no longer existed. Work
with your web analytics team
to determine where these dead
links are in your social streams
and adjust your site to either
redirect to where the content
has moved or to new but
related content.
46The Smart Social Report: Volume Five
While the content lifespan of online publishers is shorter than, say, retailers or luxury goods producers, it
sheds light on larger audience behaviors. Sometimes intuition can lead to the same conclusions, but it’s
always best to see if the data bears this out.
Here’s how the content reposting lifecycle can help inform other marketing efforts:
Craft Multiple Messages
It was very uncommon for reposted content to have the same copy as the original
messages. These publishers have shown that to maintain interest it’s worth re-messaging
content, even if it was already successful. Content that was re-messaged performed 15%
better than content that used only one set of copy.
Time Appropriately
Knowing that content will be reused will help your team to produce multiple images and target specific times
of day when audiences are available to view content. At the very least, plan on posting announcements in
the morning and afternoon and place older content in the queue during evenings and on the weekends,
when people are catching up with their feeds.
Check Back In
Analyze the performance of your content over time and set benchmarks noting when to take it out of
the lineup. If you find a previous all-star content item not meeting your average engagement standards,
consider waiting longer before reposting the content again, refreshing it entirely, or letting it go and starting
a new campaign.
Keeping Content Alive
Tweet This
Reposted content performs 15%
better when it has new copy.
@spredfast | #smartsocial
47The Smart Social Report: Volume Five
Spredfast’s smart social software enables companies to build lasting relationships with today’s
digitally connected consumer. Part of that is using social data to make smarter marketing
decisions when you plan, execute, and analyze your social efforts.
Spredfast Intelligence provides a searchable lens to historical and real-time insights to better
understand your audience, relevant conversations, and your brand’s social performance.
Spredfast is transforming the way
companies connect with consumers.
See the brands we work with:
Learn More

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The Smart Social Report V5 - Industry Research on Entertainment, Facebook Reactions, Twitter Bios, and Reposting Content.

  • 1. 1The Smart Social Report: Volume Five Report: Volume Five The
  • 2. 2The Smart Social Report: Volume Five Every time we publish the latest edition of the Smart Social Report, we take a step back and wonder, “Wow! Has it really only been a quarter?” This industry doesn’t wait for anyone to catch up: as soon as you’ve got a handle on the last feature release, either a new network launches or an existing one rips its old paradigms to shreds. This isn’t to say that it’s impossible to keep up or achieve excellence, but doing so does require 100% commitment day in, day out. In our fifth Smart Social Report, we’ve tracked first-quarter performance for 50 major brands who make up our State of Social study. We’ve reviewed the initial data around Facebook Reactions and offer recommendations about how to leverage them; overseas we took a look at how Europeans self-identify in their Twitter bios; we also wanted to know the best ways to repurpose content, so we looked at online publishers to see how they do it so well; and finally, we went to the movies to see how studios communicate with their audiences—and what we can learn from them. At Spredfast, we connect every company with the people they care about most. Our smart social software takes you to the intersection of decision-making and data. This report is another part of that roadmap–we hope you will stake out new territory with the findings. Smarter social, every day. | Jim Rudden | CMO, Spredfast
  • 3. 3The Smart Social Report: Volume Five The State of Social A survey of 50 brands across 10 verticals Content & Community Facebook Reactions: Understanding your Audience Beyond the Like Brands & Consumers Twitter Profiles in Europe: How we Talk about Who We Are Fan Activation Blockbusters: What Marketers Can Learn from Studio Pros Building Relevance The Second-Chance Cycle: When and How to Repost Content 04 | 14 | 25 | 33 | 40 | Table of Contents
  • 4. 4The Smart Social Report: Volume Five The State of Social A survey of 50 brands across 10 verticals
  • 5. 5The Smart Social Report: Volume Five Introduction The State of Social is our quarterly check-in with 50 of the top brands in the world and their sophistication across the major social properties. We dive into posting patterns, audience size, response to the brand’s messaging, and complexity of content to find industry-leading brands that all marketers can learn from. Last quarter, Media, Sports, and Retail were the leading industries in our study. Did they maintain their status this quarter? Let’s dive into the data.
  • 6. 6The Smart Social Report: Volume Five Audience size: followers, likes, etc. Consistency of response: time to respond to inbound communication Post frequency Use of rich media: images, GIFs, video Audience engagement: comments, likes, shares, favorites on posted comments Methodology We looked at 50 leading brands in 10 different industries to gauge their maturity across eight of the leading social networks. Brands were measured at the end of December 2015, and will continue to be measured on a quarterly basis to chart growth and sophistication over time. To evaluate social sophistication, we used a combination of the following metrics, depending on which metrics are available publicly for individual networks: 50Leading Brands 10Different Verticals 8Social Networks Sports Takes the Lead Thanks in part to strong growth on Twitter for both the NFL and the Premier League, the Sports industry has overtaken media as the top industry in our study this quarter. Pinterest and LinkedIn See Momentum Both LinkedIn, helped by strong showings from Financial Services and B2B, and Pinterest, buoyed by solid scores from Retail and Media, showed impressive growth. Key Takeaways Even with some shuffling the best brands in social are staying at the top.
  • 7. 7The Smart Social Report: Volume Five Premier League During Q1, the Premier League embraced Snapchat by participating in the network’s Live Stories feature, following in the footsteps of all the other major sports leagues we track. These Live Stories are curated by Snapchat, and include photos and videos from supporters of two teams in a featured match. Volkswagen Between Q4 of 2015 and Q1 of 2016 the automaker adjusted their strategy on both Instagram and YouTube. The increased posting volume on both networks also generated positive engagement for the brand. On YouTube, they increased the amount of content posted by 82% and their views per day by 182%. Across all 50 of the brands we researched, a few stood out for growth in different areas of social. Top Moving Social Brands 7The Smart Social Report: Volume Five
  • 8. 8The Smart Social Report: Volume Five IBM IBM rose in the ranks with a one-two social punch, increasing sophistication on both Facebook (through more rich media and higher engagement from the audience) and Twitter (with a more aggressive posting schedule). MLB Major League Baseball made improvements on both YouTube and Snapchat. Like the Premier League, the MLB also embraced Snapchat Live Stories and were regularly featured during spring training. On YouTube, the league increased its subscriber base by 11.5%. 8The Smart Social Report: Volume Five
  • 9. 9The Smart Social Report: Volume Five • Every league we studied showcased a Snapchat Live Story. These partnerships between the leagues and the social network provided fans with a unique lens on the field and from the stands. • During the quarter, Sports posted the second-best scores of any industry on Twitter. This was driven primarily by the NFL and the Premier League. • Sports also led all industries on Instagram. This was enabled by the NHL continuing to outperform its peers on the network. Back in Q1 of 2015, Sports was the leading industry of the ten that we tracked. This quarter, they find themselves leading again. All of the brands in this industry were either entering playoffs or starting their next season. This frenzy of activity helped drive engagement and performance across their social channels. Media, Sports, and Retail maintained their positions as leaders in terms of social sophistication across channels. During Q1 of 2016 Sports overtook Media as the most sophisticated industry. Let’s look at some of the top brands within these industries and see what we can learn from their success. Q4 Top Verticals for Social Maturity 1. Sports
  • 10. 10The Smart Social Report: Volume Five With super-aggressive content posting patterns and a large, engaged audience, the Media industry fell to the second spot in our study but each of its brands on our list still created great content. • Media was one of the fastest-rising industries on LinkedIn, with four out of five Media brands seeing a bump in sophistication on the network. • Netflix earned honors as one of the top individual brands in the entire State of Social study this quarter, with high marks in almost every social channel. • MTV was one of the top three Tumblr brands in the study, with the most engagement per post on its content of any brand tracked. Top Verticals for Social Maturity 2. Media Q4
  • 11. 11The Smart Social Report: Volume Five • Gap continues to be one of the strongest brands on Tumblr, repeating its top performance from last quarter. • A combination of Target’s top-two rank in Pinterest follower count and top-three rank in pin volume landed the retailer a spot as a top brand on the channel this quarter. • Coach was one of the fastest risers on LinkedIn, with the highest engagement rate (comments and likes) for any of the retailers we tracked. Our collection of Retail brands stayed steady in third place this quarter, still outpacing the Auto industry for overall social sophistication. A few superstar performances helped keep these brands connected with their audiences and top-of-mind in the buying cycle. Q4 Top Verticals for Social Maturity 3. Retail
  • 12. 12The Smart Social Report: Volume Five 5 6 7 8 9 10 1 3 2 4 Vertical Q4 Social Maturity by Vertical * FULL BRAND LIST: BofA, Progressive, Citibank, State Farm, Barclays, Pepsi, Crest, Nescafé, Dove, Cadbury, Target, Coach, Victoria's Secret, Gap, Tesco, Hyundai, Mercedes-Benz, Ford, VW, Audi, Hilton, Hyatt, American Airlines, Delta Airlines, British Airways, MTV, ESPN, ABC, Netflix, BBC, NFL, MLB, NBA, Premier League, Apple, Microsoft, Samsung, Sony, EA, IBM, GE, VMWare, Siemens, Accenture, Verizon, AT&T, BT, Orange, T-Mobile Tweet This Sports, Media, & Retail top @spredfast social maturity scores. @Spredfast | # Tweet This Sports, Media, & Retail top @spredfast social maturity scores. #smartsocial
  • 13. 13The Smart Social Report: Volume Five Sony scored top engagement marks on Facebook videos this quarter, bumping the past champion, Mercedes-Benz, to the number two spot. BT saw the best Twitter engagement from its audience of any brand in the study with a series of contests, product spotlights, and upcoming television shows that resonated with its audience. On LinkedIn, Citibank was the top financial services institution in our study, helped by a 52% increase in engagement on the network. State of Social Takeaways How the best can make you better IBM and General Electric both saw strong performance gains on Tumblr, showing that B2B is finding its groove on the network. The brands improved their performance by 170% and 24% respectively over last quarter. AT&T saw its performance on YouTube increase relative to its telecom peers. This improvement was based on a 100% increase in views per day and the addition of over 10 million total views to its channel throughout the quarter. Hilton saw its engagement rates on Instagram rise by 21% during the quarter and this compelling content helped increase its follower base by 30%. Victoria’s Secret was the fastest-rising brand on Pinterest, thanks to a combination of a growing audience and rising engagement (pinning, liking, and commenting on content). The most improved automotive brand on LinkedIn was Ford. Its content received 25% more engagement than the brand saw in the previous quarter.
  • 14. 14The Smart Social Report: Volume Five Facebook Reactions Understanding your Audience Beyond the Like
  • 15. 15The Smart Social Report: Volume Five Freedom of Choice Ever felt like ‘liking’ a social post, but worried that expression could be taken the wrong way? In February of 2016, Facebook expanded the potential for users to interact with content across the channel. Reactions have added new dimensions to how individuals and brands alike can receive feedback—both positive and negative—on their published content. This also means marketers can measure success across Facebook in an entirely new way.
  • 16. 16The Smart Social Report: Volume Five What are Reactions Reactions are made up of six emoji-like expressions that let users add more detail when responding to content beyond the traditional “Like,” which was sometimes an awkward answer to sad news, or a muted response to amazing news. The new Reactions are designed to let people give more detail within a social response, offering up a range of emotions along with any comments. 16
  • 17. 17The Smart Social Report: Volume Five Here’s a quick breakdown of the Reactions now available in Facebook: Like A show of support for content or topic. The traditional Reaction and still the default, marketers should continue to expect to see a good number of Likes in their future. Sad Could signal two main expressions from the audience: 1) commiseration along with your brand if the news is of an unfortunate nature or 2) disappointment with your brand or message. Love Extreme enthusiasm around a piece of content or topic. Haha Your audience, laughing along with you. Wow If the news, video, or other content you are posting includes jaw-dropping action or surprises, this could be seen as a great thing. It’s surprise meets emotion. Angry Just mad. If an individual is expressing something that angers them it could be seen as joining that movement, but for a brand it’s hardly ever a good thing to see. We were interested in diving into some early data on how users are interacting with Reactions from a diverse set of content creators. While we assume it will take awhile for awareness and usage of the new functionality to take hold, there can be interesting findings even in the early days of rollout.
  • 18. 18The Smart Social Report: Volume Five The Data To check usage of Reactions, we looked at a collection of brands, teams and personalities on Facebook—and their posts since Reactions rolled out. We looked for patterns around Reaction usage across the following content creators: Sports Drinks: Gatorade Powerade Red Bull Comedians: Conan O’Brien Ellen DeGeneres Sarah Silverman Celebrities: Kim Kardashian Dwayne Johnson Shakira Sports Teams: The Cleveland Cavaliers The Dallas Cowboys The Seattle Mariners How did the new Facebook Reactions measure up? We found some things we expected, but also a few surprises:
  • 19. 19The Smart Social Report: Volume Five Likes Still Dominate This is primarily for two reasons: 1. It’s how users have been trained to use the platform for a while now, and changing behaviors, no matter how small, always takes time. 2. Based on the user interface, this is also the first and easiest choice to show support for a piece of content. Selecting the other reactions simply takes more time and effort for the user. However, just because Likes are the dominant reaction doesn’t mean that users aren’t selecting the other Reactions in many cases. The overall usage of Reactions across all data points and content types shows a natural inclination for users to select expressions closer to the left-hand side vs. traveling all the way over to the right. Angry and Sad are the least- used Reactions, probably due to a mixture of both their meaning as well as their place in the user interface. Not surprisingly, the Like is still the preferred method for users to interact with content on Facebook.
  • 20. 20The Smart Social Report: Volume Five Different Creators See Different Patterns Even given the overall patterns we found, there are some notable standouts to mention. Sports teams saw the lowest percentage of Reactions, with just over 3% total non-Likes in their response data. But sports fans still responded accordingly to some content. 20The Smart Social Report: Volume Five When the Cavs posted the results of a lost game, their fans reacted with the highest percentage of the Sad and Angry Reactions we saw in the study. While this can be seen as negative, the positive side of the functionality is that it gave fans an outlet to address their frustration where previously they would have had to Like the content or just move on without any clicks.
  • 21. 21The Smart Social Report: Volume Five Love Doesn’t Rule All, but it Does Come in Second It seems that users have been waiting for a way to express “more than like,” and we saw the Love Reaction register as the second-most used expression in our study. Shakira saw the highest percentage of Love Reactions from any of the celebrities we looked at, with more than double the average Loves vs. Kim Kardashian. The Seattle Mariners saw impressive numbers for Love reactions across the board, but especially with posts like this one about new food items available at Safeco Field. But there is one group of content creators bucking the Reaction trends seen with other content groups: comedians. The Wow Reaction was in fourth place for usage, but saw especially high adoption by those reacting to Red Bull’s content. Wows represented up to 5% of all Reactions on some Red Bull posts.
  • 22. 22The Smart Social Report: Volume Five Comedy Shows the Potential of Reactions Content posted by comedians showed the highest percentage of non-Like Reactions by a wide margin. Facebook: Non-Like Reactions 0% Sports Teams Sports Drinks Celebrities Comedians 2% 4% 6% 8% 10% 12% Tweet This Shakira gets double the Facebook Love Reactions than Kim Kardashian on average. @spredfast | #smartsocial
  • 23. 23The Smart Social Report: Volume Five Facebook Reactions by Page Type Not surprisingly, the HaHa Reaction was the biggest one being used to respond to comedic content, but that wasn’t the only expression used more than the other groups we looked at. Comedians also saw the highest averages for Love and Sad (mostly used for tributes to colleagues who had passed away) compared to any other group. 0% Love HaHa Wow Sad Angry 2% 4% 6% 8% 10% 12% Sports Teams Sports Drinks Celebrities Comedians
  • 24. 24The Smart Social Report: Volume Five While it’s still early for Reactions, the data we found hints at a future beyond the one-size-fits-all expression on social media. It’s no surprise that content with personality—whether it’s exciting content from Red Bull or funny content from Conan O’Brien—brings along emotion from the crowd, and now fans have a way to show it. Here are three ways marketers can start taking advantage of Facebook Reactions: Know that Reactions Are Used In Some Situations, But Not In Others: Don’t always expect a wide, diverse set of reactions to all your content. Test the Reactions you receive from different types of content (funny, somber, emotional) to see how your tribe responds. Leverage the New Content Opportunities that Map to Reactions: This new functionality gives your audience a lot more freedom to respond in different ways, which opens the doors to new types of content. Experiment with new creative ways to elicit the emotions you’re hoping to get from your marketing strategy and see how the audience responds; you may be able to use Reactions to create a post-Like world for your brand. Weigh Reactions in Different Ways: Begin setting up a more sophisticated analysis plan to include Reactions, and make sure you weigh them differently than the everyday Like. All Reactions are not alike, so craft a smart measurement plan to pull an accurate reading of sentiment, as well as engagement, from your audience. Reacting to Reactions
  • 25. 25The Smart Social Report: Volume Five Twitter Profiles in Europe How we Talk about Who We Are
  • 26. 26The Smart Social Report: Volume Five The Geography of Biography Social media posts don’t just tell us what people are doing, they show us how people want to be seen. Most aspects of social data are “self-reported,” meaning they rely on the user to frame any given situation through their own eyes. We choose which moments to share, just as we choose the most photogenic camera angle, and just as we exclude pieces of our lives that we’d rather the world not see. But there’s another aspect to social media that is ripe for insight beyond what people say, and those are the bios that people around the world use to describe themselves. On Twitter, this information is called “profile data,” and includes a 160-character open field (for information like “loves dogs” or “digital marketer”) and free-form location field (resulting in text like “Paris”, “Berlin”, or “the 512”.) This data gives other Twitter users context around who they’re following, points of origin for different opinions, and insight into potential connections. When mined, in aggregate, it can also tell us things about people that we might not be able to otherwise see.
  • 27. 27The Smart Social Report: Volume Five The Data Top Profile Terms We mined the profiles of over 4 million European Twitter accounts to find patterns within language, location, and how different countries represent themselves in their Twitter profile information. We used both indirect search (“just tell us the most frequent terms”) and directed search (“tell me about sports”) to find insights from across Europe. By looking at the top terms appearing in all profiles, we can start to see patterns for how people in a few countries across Europe self-identify on Twitter. We removed all common words like “and”, “the”, “or”, etc. (called “stop words” in the natural language processing world) that won’t tell us much about the profile data. We then translated terms from each language back into English for an apples-to-apples comparison. ItalyRank Love/Lover Italy/Italian Music Life Instagram Web Student Rome Journalist World 1 2 3 4 5 6 7 8 9 10 Love Music Berlin Germany/German Life Impressum Student Instagram Fan World Life Madrid Student Love Instagram World Music Reporter Barcelona Marketing Snap/Snapchat Paris France/French Years Fan Instagram/Insta Life Love Music Web Love/Lover Life Music UK London Fan Views are my own Student Instagram World Germany Spain France UK Tweet This The #1 word for Twitter bios in Germany, Italy, and UK? Love. @spredfast | #smartsocial
  • 28. 28The Smart Social Report: Volume Five Love An often-mentioned term, both for the romantic aspect of life as well as passion around certain topics. Location / National Pride In every country in the study, people self-identified using geographic terms at both city and country levels. Spain was the only country where cities were listed were in the top ten but country was not. Life / Lifetime People mentioning aspects of their worlds (like “information about political life”) or just happy to be here (“love my life,” “life is full — life is awesome!”). Music Twitter users associate themselves with being a fan of music, or even declaring allegiance with specific bands or musical acts, across every European country that we looked at. Student Status Students self-identify as such with high frequency in four out of the five countries in our study. Other Social Channels The country-by-country view of high-frequency profile terms also highlights another phenomenon: pointers to additional social networks. Instagram is mentioned in every country (as is the abbreviated “Insta” in France), and in France Snapchat is the top-mentioned profile term. We found a lot of similarities—and a lot of differences—between countries when we grouped terms by category.
  • 29. 29The Smart Social Report: Volume Five Top Profile Terms In addition to just looking at top terms across all profiles, we examined different themes that are frequently mentioned in Twitter bios. We wanted to see if any patterns existed based on geography and how people describe themselves. Which country’s user base is more likely to mention their love of sports vs. their family? What country wears their profession on their sleeve, and which one is mostly likely to share their religion with their followers? Let’s find out. Some of the biggest numbers came from our list of professions in each language (including forty different job roles, titles, and industries). By mining profiles to see how many people mentioned their jobs as part of their bio, we learned that it’s a leading practice in the UK (top terms: “writer,” “work,” “manager,” and “journalist”) where profession mentions are twice as high as Spain, the next-closest country. Professions in Profiles 0% France Italy Germany Spain UK 2% 4% 6% 8% 10% 14% 12%
  • 30. 30The Smart Social Report: Volume Five While mentions of sports are a popular topic of conversation for Twitter users across the globe, users in Spain (top terms: “futbol,” “Real Madrid,” and “deporte”) and the UK (top terms: “cycling,” “rugby,” “hockey,” and “football”) lead the pack for percent of users mentioning their favorite sport or team. Europeans are famous for their love of travel and August holidays, but which country celebrates their love of travel the most in their social profiles? Germany dominates this category, with mentions of “blogger,” “photography,” and “world” occurring the most with the term “travel” (or the German term “reise”). Sports in Profiles Travel in Profiles 0% 0% France France Italy Italy Germany Germany Spain Spain UK UK 1% 1% 2% 2% 3% 3% 4% 4% 5%
  • 31. 31The Smart Social Report: Volume Five How often do people self-identify with religion? Not as much as other topic areas, for sure. Religion was the lowest percentage category for every European country we looked at, with Spain leading the number of Twitter users including references in their profiles. That’s not the case in the United States, where more people mention their religion in their Twitter profile (2.6%) than sports (1.6%) or travel (1%). Family can play a big part in our lives, but how much do we use the labels of family (calling ourselves a mom or dad, or mentioning children) in our social profiles? As it turns out: a good amount. In all countries, self-described labels around family beat out sports, with the UK taking the lead (top terms: “family,” “father,” “dad,” and “mother”). Religion in Profiles Family in Profiles 0.0% 0% France France Italy Italy Germany Germany Spain Spain UK UK 0.2% 1% 0.4% 2% 0.6% 3% 0.8% 4% 1.0% 5%
  • 32. 32The Smart Social Report: Volume Five Slicing social profile data can give us insight into how different cultures and groups act from many new angles: how they speak, the traditions they hold, and their passions. What can a smart look at profile data do for marketers around the globe? Search Beyond the Conversation Searching through the ebb and flow of social chatter can yield valuable, real-time insights for marketers. But when it comes to social data, don’t just stop at what people are talking about. There are plenty of additional data dimensions (profiles, geolocation, time of day, influence, sentiment, and more) that can be mined to get a deeper understanding of the conversation. Data is Great One-on-One and in Aggregate Profile data can be valuable at an individual level to identify influencers and build an audience. But profile data can also be used in aggregate to find patterns for groups that you’re interested in. Go small and big with your data strategy. Groups within Groups Don’t treat your audience like one, big, monolithic group. Think of logical buckets to analyze (in this case: language and borders) to look for patterns that allow your targeting and marketing strategies to be smarter and more tailored to the local audience. Finding Insights Across Borders
  • 33. 33The Smart Social Report: Volume Five Blockbusters What Marketers Can Learn from Studio Pros
  • 34. 34The Smart Social Report: Volume Five Lights, Camera, Promotion What do Star Trek Beyond and Apple’s iPhone 7 have in common? First, they’ll both be out sometime this quarter—July 15 for the next Star Trek film and “early fall” for the iPhone 7. But more specifically, from a marketing lens, they’re both vying for and subject to the same constraints: consumer attention spans. Every marketer deals with product launches, although few are as well publicized as movie releases. What can social marketers learn from the movie biz pros? And just how brief are their windows of opportunity? What is the shelf-life of a new idea, product, or movie? How can we extend it, or at least make better use of the time we have? We studied conversations around films to determine just how long these interest windows are—and to measure the impact of building on an existing brand versus an original idea.
  • 35. 35The Smart Social Report: Volume Five Big Budgets & Big Audiences For a collection of movies released in the second half of 2015, we tracked conversation around each film on Twitter for the ten weeks before and after the week of release. We also recorded the engagement rates for the official film accounts over the same time frame. Let’s start by getting an idea of how much conversation these films created. All of these films had audiences engaged, but none were as enthused as fans of Star Wars: The Force Awakens. We adjusted the totals for Star Wars to account for the average conversation level around the franchise, which exists year round, and even with the adjustment there was 389% more conversation than the next most talked about movie–Minions. Yes, Star Wars: The Force Awakens is currently the third highest grossing film of all time, but even that measure doesn’t entirely cover the sheer volume of Tweets around the franchise. The fourth highest grossing film of all-time, Jurassic World, was also in this data set and had 85% less conversation associated. While there were big differences in overall conversation volume, our next step was to see how that volume trickled or rushed in. Star Wars* Minions Jurassic World Spectre Straight Outta Compton Carol Hunger Games Creed Spotlight Ant-Man Inside Out The Revenant Steve Jobs The Martian Terminator Genisys MI: Rogue Nation [...]* Anomolisa 0 7.5 15 22.5 30 Tweet Volume (Millions) * [...] The Hateful Eight, Crimson Peak, The Big Short, Sicario, The Good Dinosaur, Tangerine, Son of Saul, Bridge of Spies
  • 36. 36The Smart Social Report: Volume Five 0% Week -10 Week +2 Week +4 Week +6 Week +8 Week +10 Week -8 Week -6 Week -4 Week -2 Release 25% 50% 75% 100% Twitter Conversation by Week (Cumulative) Interest Windows The interest window, or the period of time when the majority of conversation takes place, is very short. In the below chart we’ve plotted the cumulative total of conversation by week. We begin ten weeks before the movie's release and continue through ten weeks after. % of Audience Conversation % of Studio Content % of Studio Engagement • The majority of studio content happens in the two weeks preceding a movie's release. • Studios see the most engagement with their content during the release week. • Half of all audience conversation about a movie takes place during the three weeks after its release.
  • 37. 37The Smart Social Report: Volume Five New Films vs. Franchises There is a dramatic difference in overall conversation between new films and franchise properties. Franchises are typically properties that have already demonstrated audience resonance and financial success. For every Tweet about a new film there were 5.4 about a franchise film. This difference remains even when Star Wars is excluded from the dataset, with 2.5 Tweets per franchise film for every new film. 0 Week -10 Week -8 Week -6 Week -4 Week -2 Release Week +2 Week +4 Week +6 Week +8 Week +10 300,000 600,000 900,000 1,200,000 Franchise New Films Audience Conversation Volume by Week Tweet This For every tweet about a new film there were 5.4 about a franchise film. @spredfast | #smartsocial
  • 38. 38The Smart Social Report: Volume Five While audience conversation followed roughly the same curve, no matter the volume, for both new films and franchises, there was a difference between how many official messages studios published depending on the film type. Franchise films publish the most content on average during the pre-release phase. Meanwhile, original films publish the most content after their release phase. Audience familiarity gives them more topics to cover more frequently. 0 Pre-Release Release Post-Release 100 200 300 Studio Tweets by Phase and Release Type (Averaged) Franchise New Film
  • 39. 39The Smart Social Report: Volume Five For many of these releases success on social corresponded with success at the box office. However, there is room for improvement. Here’s how we can all learn from the marketing of these films: Be Proactive With a bank of pre-planned responses fans can be persuaded to share more and generate another positive touchpoint. For example, by asking fans what their favorite character is or how many times they’ve seen the film, a studio can open up a conversation and deepen the connection with its audience. Be Prepared Have enough content ready to run the marathon of a product launch. The marketing machines behind these movies are doing more than just reposting the exact same item. They issue countdowns, teaser clips, quotes from major characters, and links to positive press coverage. Get creative in extending the life of your product release. Know Your Product When working toward a product launch, keep in mind whether you are creating a new market or expanding on an existing one. If you’re switching from simply updating an existing product to launching an entirely new one, it may require a major shift in mindset to appropriately set engagement and audience benchmarks. Remember, you’re starting from scratch. Roll the Credits
  • 40. 40The Smart Social Report: Volume Five The Second-Chance Cycle: When and How to Repost Content
  • 41. 41The Smart Social Report: Volume Five Timing Really is Everything Marketers constantly risk getting lost in the shuffle. The timing of a message can be just as important as its content. Individual teams and departments have developed best practices based on their own intuition or what they’ve seen competitors do, but are there other guidelines available? For example, when planning on republishing an existing message, does it need completely new copy or will the old suffice? With the weekend coming around does the content team need to have new blog posts waiting to go live or is reusing existing assets their best strategy? With all the competing voices is it even possible to determine a signal from the noise?
  • 42. 42The Smart Social Report: Volume Five Methodology We thought some of the answers to these questions might be found within the URLs used every day to drive traffic by large online publishers. They post thousands of links every month and through this repetition and practice are able to benefit from the volume of data provided in response to their efforts. Their behaviors offer a shortcut to understanding best practices around when to both engage and re-engage audiences. To this end, we gathered 12 months of Tweets from Buzzfeed, The New York Times, Huffington Post, and Hollywood Life on Twitter. Then we opened all the links—more than 170,000 of them—to see when the same web page had been pointed to more than once. High-Level Findings Looking at the data as a whole there were a few things that jumped out to us immediately: • Links Are Essential: 94% of all Tweets contained a link • Reposting Is Expected: 33% of all links were posted more than once • The Best Content Gets Reposted: A link that was eventually reposted had 33% higher performance on average on its first run than links which were only posted once
  • 43. 43The Smart Social Report: Volume Five 0 12am 5am 10am 3pm 8pm 600 1200 1800 2400 Publisher posting patterns allow us to infer the best practices for both debuting content and sharing it again. We grouped all of the content that was eventually reposted at least once in our database by hour and if it was the first or second time the link had been shared. First-run content is predominantly posted in the morning and then peaks around noon. Also at noon, publishers were least likely to be sharing content a second time. Instead, for reposting, there was an initial jump beginning at 3 p.m. and then a steady increase in reposting throughout the evening and into the night. When Should This Content Be Shared Again? Let’s look at the patterns for repeat posting of content. Tweet Volume by Time of Day Original Post Repeat Post
  • 44. 44The Smart Social Report: Volume Five Tweet Volume by Day of Week 0 Sunday Monday Tuesday Wednesday Thursday Friday Saturday 1500 3000 4500 6000 When grouped by day of week, we can see that first-run content is posted most often during work days, reaching its peak on Thursday before falling off. However, when that content is shared again, the pattern is consistent no matter the day of the week—and on the weekend, reposts see twice the volume of original content. Don’t concentrate important messaging on the weekend. Instead, rely on content that has already performed well and give people who may have been busy the first time around a second chance. Original Post Repeat Post
  • 45. 45The Smart Social Report: Volume Five What About Outliers? We found that the average link was reposted 2.4 times. But the publishers we studied sometimes posted the same piece of content dozens of times. We looked at the top-performing items—those posted at least ten times within the last year—to see what publishers returned to the most, and why. Cross-Platform Promotion The New York Times regularly provided links to their Instagram accounts. These posts performed 11% better than their average content. Always scheduled during workday afternoons, the posts typically highlighted photos from earlier features. Home Pages Huffington Post linked directly to their home page 172 times over the course of our study. This content performed in-line with their average and typically highlighted the main story on their homepage. Breaking News This isn’t a surprise, but live updates for major news events are the most common type of repeatedly shared content. Jobs Buzzfeed routinely retweets their own employees' Tweets about job openings. These perform 81% worse than their typical content, but generally are shared 1-2 times per month—hinting at another business benefit behind the strategy. Two percent of the links in this dataset pointed to web pages that no longer existed. Work with your web analytics team to determine where these dead links are in your social streams and adjust your site to either redirect to where the content has moved or to new but related content.
  • 46. 46The Smart Social Report: Volume Five While the content lifespan of online publishers is shorter than, say, retailers or luxury goods producers, it sheds light on larger audience behaviors. Sometimes intuition can lead to the same conclusions, but it’s always best to see if the data bears this out. Here’s how the content reposting lifecycle can help inform other marketing efforts: Craft Multiple Messages It was very uncommon for reposted content to have the same copy as the original messages. These publishers have shown that to maintain interest it’s worth re-messaging content, even if it was already successful. Content that was re-messaged performed 15% better than content that used only one set of copy. Time Appropriately Knowing that content will be reused will help your team to produce multiple images and target specific times of day when audiences are available to view content. At the very least, plan on posting announcements in the morning and afternoon and place older content in the queue during evenings and on the weekends, when people are catching up with their feeds. Check Back In Analyze the performance of your content over time and set benchmarks noting when to take it out of the lineup. If you find a previous all-star content item not meeting your average engagement standards, consider waiting longer before reposting the content again, refreshing it entirely, or letting it go and starting a new campaign. Keeping Content Alive Tweet This Reposted content performs 15% better when it has new copy. @spredfast | #smartsocial
  • 47. 47The Smart Social Report: Volume Five Spredfast’s smart social software enables companies to build lasting relationships with today’s digitally connected consumer. Part of that is using social data to make smarter marketing decisions when you plan, execute, and analyze your social efforts. Spredfast Intelligence provides a searchable lens to historical and real-time insights to better understand your audience, relevant conversations, and your brand’s social performance. Spredfast is transforming the way companies connect with consumers. See the brands we work with: Learn More