1. History

2. Desktop vs mobile

3. Marketing and analytics

4. Relationship to the invisible web and dark web

5. Who shares via dark social

6. References

However, the exact nature of dark social media is still unknown, as the word "dark" in the name itself suggests that unknown or can't-see is in the heart of the concept like dark energy in astronomy.^[3]

History

Dark social has also been known as direct social^[4] or dark traffic.^[5]  However, Alexis Madrigal’s term "Dark Social" is the most widely used.^[6]

Desktop vs mobile

Dark social media can be perceived differently when looking at desktop computers vs mobile computers. In 2014, almost 50% of the total external mobile traffic was Dark Social traffic, meaning that the traffic did not have a referrer showing where they were coming from. In contrast, only one-third of the external desktop traffic was from Dark Social.^[7]

In 2014, two years after Alexis Madrigal wrote the original post about dark social^[8], he started to notice that dark social traffic could come from mobile devices as well. Madrigal mentioned that since October 2015, Facebook had changed their algorithm for the mobile app, which resulted in the media publisher receiving over 100% more traffic than before. In the meantime, he has also noticed the Atlantic, the company he used to work for, received a lot of dark social traffic, which was not the Facebook mobile traffic. ^[9]

Alexis Madrigal later performed an experiment to confirm his theory that the dark social traffic boost was indeed from Facebook mobile app. He found that the referrer links from Facebook’s mobile app don’t always pass to the destination website, which creates Dark Social traffic for mobile devices.^[10] An updated Charbeat report also confirmed that part of the Dark Social traffic was generated by Facebook mobile app and its own users. ^[11] In addition to Facebook mobile app, dark social traffic can also come from Reddit mobile app, Gmail and Instant messaging apps as well. ^[12]

In one of RadiumOne’s report published in February 2016, the dark side of mobile sharing, the company stated they have found that 84% of the online traffic is coming from Dark Social channels to date. Furthermore, they also showed that out of all the Dark Social traffic, 62% are from mobile devices, while only 38% are from desktops. The rise of smart phones and mobile apps had largely increased the Dark Social traffic on mobile devices over the last few years. The amount of Dark Social traffic from mobile devices jumps from 53% in 2014 to 62% in 2016, while the Dark Social traffic that comes from desktops decreases from 47% in 2014 to 38% in 2016.^[13]

Marketing and analytics

Dark Social traffic consists mostly of one-to-one messaging through non-dark channels such as Facebook Messenger and Snapchat rather than more commonly used one-to-many methods; for example, sharing to a Twitter feed, or Facebook wall, which traditional analytics tools rely upon.^[14] Links shared through private messaging methods may not include referral tags and to an analytics tool, they can simply appear as though they came through direct traffic or could include referral tags copy and pasted from another non-dark social channel.^[15]

Because the referral tags are not always carried over through private messaging, it becomes impossible to tell if a person sharing through dark traffic had originally obtained the content through another referral method or directly copy-pasting the link. This makes it difficult for marketers to understand how effective their social media marketing strategy is and make changes accordingly.

To combat this lack of transparency, websites can include more attractive ways to share links than simply copy-pasting into another application; for example, sites can implement highly visible share buttons, a copy-paste button, or buttons to share a link with a referral tag directly to a dark social channel like WhatsApp, Facebook Messenger, or email. Rules can also be made within traditional analytics tools to filter out dark social traffic that can include direct links, but exclude those that weren't referred from the homepage.^[16] Analytics tools are also beginning to incorporate the ability to distinguish between dark social copy-paste based traffic and other types of traffic.^[17]

Relationship to the invisible web and dark web

The invisible web is also known as the deep web. Where dark social is referring to web traffic that cannot be analyzed,^[6] invisible web is referring to websites and data that are not indexed in search engines.^[18] In essence, both kinds of information are invisible to the general population on the Internet. Dark social data cannot be found by web analytics software to see where traffic originates from^[4] and invisible web data will not show when using search engines like Google Search or Microsoft Bing.^[18] Both of these hidden results are unintentional. The dark web is associated with Dark social and invisible web, but mainly because of its hidden nature. Dark web data is data that is intentionally hidden on the Internet because those involved wish to remain anonymous.^[18]

Who shares via dark social

There is interest in who shares content and how they share it. The psychology of dark social sharing has found that people share for three reasons.^[19]

1. Identity and context

Dark social sharing allows for individualism as people are able to freely express themselves in choosing what- and with whom- to share rather than broadcasting everything to all their “friends.”

2. Relationship building

Dark social sharing creates a “personal” channel where sharing elevates and builds personal relationships, even defying geographical boundaries.

3. Social currency

Dark Social sharing allows for people to feel helpful, on trend, or interesting. When sharing to a smaller, intimate social circle, the sharer gets to be knowledgeable within their groups, giving them street cred.

Email and IM are the common sources of dark social sharing but Facebook may actually be the part of the cause of the increase in dark social-through their chatting and messaging services.^[20]Other sources of Dark Social are Reddit, StumbleUpon, Twitter, Tumblr, LinkedIn and Google+, WhatsApp, Viber, Kwik, Firechat,OM and Livetext. ^[21] There is some evidence by Pew^[22] research that age accounts for who is sharing darkly and those sharing by means that can be tracked easier. Baby Boomers (born between 1946-1964) and Gen Xers (born between 1965-1981) commonly share by email and word of mouth. In fact, Gen Xers are the heaviest users of email, which is considered dark social. Millennials (born 1982-1995) and younger tend toward social media and sharing through these applications, often reported as dark. In addition, sharing professionally and darkly, as on LinkedIn, requires upwards of 15 hours a week to have an impact. Certain platforms also attract other types of populations such as blogs with the LGBT communinty.^[23]

References

• Tomas Barron
• Tomas Barron Province
• Tomas barron province
• Tomas barrón province
• Tomas Bata University in Zlin
• Tomas Behrend
• Tomas Belic
• Tomas Berdych
• Tomas Bertelman
• Tomas Blanco
• Tomas Blanco (actor)
• Tomas Blanco (writer)
• Tomas Bobhdacing
• Tomas Bodstroem
• Tomas Bodstrom
• Tomas Borek
• Tomas Bork
• Tomas Boy
• Tomas Brady
• Tomas Brown
• Tomas Brunegard
• Tomas Brunegård
• Tomas Brusko
• Tomas Bures
• Tomas Burgos