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Playing The Visibility Game: How Digital Influencers And Algorithms Negotiate Influence On Instagram

Kelley Cotter
Published 2019 · Sociology, Computer Science

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Algorithms are said to affect social realities, often in unseen ways. This article explores conscious, instrumental interactions with algorithms, as a window into the complexities and extent of algorithmic power. Through a thematic analysis of online discussions among Instagram influencers, I observed that influencers’ pursuit of influence resembles a game constructed around “rules” encoded in algorithms. Within the “visibility game,” influencers’ interpretations of Instagram’s algorithmic architecture—and the “game” more broadly—act as a lens through which to view and mechanize the rules of the game. Illustrating this point, this article describes two prominent interpretations, which combine information influencers glean about Instagram’s algorithms with preexisting discourses within influencer communities on authenticity and entrepreneurship. This article shows how directing inquiries toward the visibility game makes present the interdependency between users, algorithms, and platform owners and demonstrates how algorithms structure, but do not unilaterally determine user behavior.
This paper references
10.1177/1329878X18783002
‘Networks that work too well’: intervening in algorithmic connections:
Emily van der Nagel (2018)
The Culture of Connectivity
J Van Dijck (2013)
10.1080/1369118X.2018.1486867
Tracing controversies in hacker communities: ethical considerations for internet research
A. Richterich (2020)
Differences in Young Adults' Use of the Internet
E. Hargittai (2008)
See the moments you care about first
Instagram
Social media research. Available at: www.dotrural.ac.uk /socialmediaresearchethics.pdf
Townsend L Wallace
The big data divide
Mark Andrejevic (2014)
Instagram statistics on the algorithm you need to know
Americanya Mel
10.1177/1469540508090086
`Meat, Mask, Burden`
A. Hearn (2008)
10.1177/1461444812440159
Want to be on the top? Algorithmic power and the threat of invisibility on Facebook
Taina Bucher (2012)
A new algorithmic identity: soft biopolitics and the modulation of control. Theory
J Cheney-Lippold (2011)
10.1109/MSPEC.2012.6309257
Recommended for you
J. Konstan (2012)
Revealed: 50 million Facebook profiles harvested for Cambridge Analytica in major data breach
C Cadwalladr (2018)
The relevance of algorithms. In: Gillespie T, Boczkowski PJ, and Foot KA (eds) Media Technologies
T Gillespie (2014)
10.1177/0094306114562201c
Authentic TM: The Politics of Ambivalence in a Brand Culture
David Grazian (2015)
10.1177/0263276411424420
A New Algorithmic Identity
John Cheney-Lippold (2011)
Instagram's new algorithm is a disaster for indie bloggers
R Certo-Ware
10.1177/0163443716643157
Governance by algorithms: reality construction by algorithmic selection on the Internet
N. Just (2017)
Ethical decision-making and internet research (version 2.0)
A Markham (2012)
10.1080/089356901101241758
Protocol, or, How Control Exists after Decentralization
A. Galloway (2001)
One of our big focus areas
M Zuckerberg
Transparency: Mediation and the Management of Visibilities
Mikkel Flyverbom (2016)
10.1891/1559-4343.15.3.209
Undoing Ethics: Rethinking Practice in Online Research
Jennifer T. Ellis (2013)
10.1177/1461444813487959
The digital divide shifts to differences in usage
Alexander van Deursen (2014)
10.1075/ITL.12.05MAR
The Rules of The Art
W. Martin (1971)
10.1177/1461444809342738
The politics of ‘platforms’
T. Gillespie (2010)
From celebrity to influencer. In: Marshall PD, and Redmond S (eds) A Companion to Celebrity
A Hearn (2015)
Media Manipulation and Disinformation Online
B. Lewis (2017)
10.1177/2056305115604337
“Having it All” on Social Media: Entrepreneurial Femininity and Self-Branding Among Fashion Bloggers
B. Duffy (2015)
The explosion of influencer marketing over the past 24 months
G Sharma (2017)
10.1007/978-3-658-08460-8_10-1
Agency and controversy in the YouTube community
Jean Burgess (2008)
Facebook's two-way mirror
C Warzel
Networks that work too well. Media International Australia
E Van der Nagel (2017)
Mass planner shut down by Instagram: the end of the bot era
Q Decaillet
Media Manipulation and Disinformation Online || Data & Society
G. Potter (2017)
Foot KA and Nardi BA (2014) Venture Labor
G Neff (2017)
10.1177/1461444814538646
Recommended for you: The Netflix Prize and the production of algorithmic culture
Blake Hallinan (2016)
10.1215/08992363-2798379
Instafame: Luxury Selfies in the Attention Economy
Alice E. Marwick (2015)
Big data and algorithmic decision-making
B. LaatPaul (2017)
Qualitative Research in Digital Environments
A. Caliandro (2017)
2014) I tried using Instagram like a teenager -and it completely changed the way I see the app
C Moss
How to tackle influencer fraud
E Brown (2018)
Cheesers, Pullers, and Glitchers: The Rhetoric of Sportsmanship and the Discourse of Online Sports Gamers
Ryan M. Moeller (2009)
10.5860/choice.44-2536
Gaming: Essays On Algorithmic Culture
A. Galloway (2006)
The follower factory. The New York Times
N Confessore
How influencers gain from Instagram’s changes to feed display
S Guthrie (2016)
10.7551/mitpress/9780262525374.003.0009
The Relevance of Algorithms
T. Gillespie (2013)
5 key reasons to stop follow/unfollow
S Telban
10.1145/3173574.3173677
Explanations as Mechanisms for Supporting Algorithmic Transparency
Emilee J. Rader (2018)
10.1177/1461444809336551
Power through the algorithm? Participatory web cultures and the technological unconscious
D. Beer (2009)
10.1177/1461444815605463
Algorithmic brands: A decade of brand experiments with mobile and social media
Nicholas Carah (2017)
10.7264/N3MW2FFG
Communicative intimacies: Influencers and Perceived Interconnectedness
C. Abidin (2015)
Instagram created a monster
S Melotti
Instagram’s new algorithm is a disaster for indie bloggers. In: Untouchable
R Certo-Ware (2017)
Questions to ask yourself if the Instagram algorithm has you down
Chris Loves Julia (2018)
When social influencers stop being influential
L Mcphillips
From celebrity to influencer
A Hearn (2015)
Blurred Genres: The Refiguration of Social Thought
C. Geertz (2016)
Exposed: beauty bloggers committing fraud! 16 November
C Morello
10.1080/1369118X.2016.1154086
The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms
Taina Bucher (2017)
Structuring feeling: Web 2.0, online ranking and rating, and the digital 'reputation' economy
A. Hearn (2010)
10.1145/3144592.3144597
Big data and algorithmic decision-making: can transparency restore accountability?
P. Laat (2017)
Networks that work too well
E Van Der Nagel (2018)
10.1177/2050157915598180
Brands and Instagram: Point, tap, swipe, glance
Nicholas Carah (2016)
The follower factory. The New York Times, 27 January
N Confessore (2018)
Measurement and analysis of predictive feed ranking models on Instagram
Dimson
I always assumed that i wasn't really that close to [her]": reasoning about invisible algorithms in news feeds
M Eslami
Venture Labor
G Neff (2014)
10.12987/YALE/9780300218176.001.0001
Not) Getting Paid to Do What You Love
B. Duffy (2017)
10.1080/1369118X.2016.1200645
Algorithms (and the) everyday
M. Willson (2017)



This paper is referenced by
10.1111/caim.12365
To what extent are digital influencers creative
Guilherme Sette (2020)
The Postnormal Condition
Liam Mayo (2020)
Gendered Visibility on Social Media: Navigating Instagram’s Authenticity Bind
B. Duffy (2019)
10.1177/2056305120924778
Gaming Algorithmic Hate-Speech Detection: Stakes, Parties, and Moves
Jesse Haapoja (2020)
Algorithmic Knowledge Gaps: A New Dimension of (Digital) Inequality
Kelley Cotter (2020)
10.1177/2056305119879995
“Gaming the System”: Platform Paternalism and the Politics of Algorithmic Visibility
Caitlin Petre (2019)
10.1111/soc4.12752
Critical perspectives on brand culture in the era of participatory and algorithmic media
Nicholas Carah (2020)
10.1177/2056305120944624
“You Need At Least One Picture Daily, if Not, You’re Dead”: Content Creators and Platform Evolution in the Social Media Ecology
A. Arriagada (2020)
10.5210/spir.v2020i0.11160
NOT NATURAL, NOR NEUTRAL: THE CULTURAL CONFIGURATIONS OF SOCIAL MEDIAAFFORDANCES WITHIN CHILEAN INFLUENCER INDUSTRY
A. Arriagada (2020)
10.5210/spir.v2020i0.11342
TACTICS OF ALGORITHMIC LITERACY: HOW YOUNG PEOPLE UNDERSTAND ANDNEGOTIATE ALGORITHMIC NEWS SELECTION
Joelle Swart (2020)
10.1177/1461444819854731
Managing visibility on YouTube through algorithmic gossip
Sophie Bishop (2019)
10.1007/978-3-030-31922-9_4
Personalisation, Emotion, and Nudging
Ignas Kalpokas (2019)
An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists
Michael A. Katell (2019)
10.1080/01639625.2020.1801176
Tattooing in the Age of Instagram
W. Force (2020)
10.1177/1461444820939446
‘What I’m not gonna buy’: Algorithmic culture jamming and anti-consumer politics on YouTube:
R. Wood (2020)
10.1177/2057047320959855
Algorithmic precarity in cultural work
B. Duffy (2020)
10.33552/jtsft.2019.03.000561
Social Media, Pre-Teenagers and Fashion Consumption: Influence and Consequence
Adriana Yumi Sato Duarte (2019)
10.1145/3359240
When Users Control the Algorithms
J. Burrell (2019)
10.3846/cs.2020.10803
CREATING STUDENTS’ ALGORITHMIC SELVES: SHEDDING LIGHT ON SOCIAL MEDIA’S REPRESENTATIONAL AFFORDANCES
Ignas Kalpokas (2020)
10.1177/1354856519858921
Digital first personality: Automation and influence within evolving media ecologies
J. Hutchinson (2019)
10.1007/978-3-030-50585-1_3
Corporatised Identities ≠ Digital Identities: Algorithmic Filtering on Social Media and the Commercialisation of Presentations of Self Corporatised
Charlie Harry Smith (2020)
10.1016/j.compcom.2020.102572
Gaming Reddit’s Algorithm: r/the_donald, Amplification, and the Rhetoric of Sorting
Ryan P. Shepherd (2020)
10.1145/3313831.3376780
Bureaucracy as a Lens for Analyzing and Designing Algorithmic Systems
Juho Pääkkönen (2020)
10.1007/978-3-030-31922-9_3
The Code That Is Law
Ignas Kalpokas (2019)
10.3390/su12177138
Analysis of the Role of Digital Influencers and Their Impact on the Functioning of the Contemporary On-Line Promotional System and Its Sustainable Development
J. Wielki (2020)
10.1177/1527476420953549
Interrogating LeftTube: ContraPoints and the Possibilities of Critical Media Praxis on YouTube:
Jessica Maddox (2020)
10.1177/2056305119879671
Weapons of the Chic: Instagram Influencer Engagement Pods as Practices of Resistance to Instagram Platform Labor
Victoria O’Meara (2019)
10.1177/0191453720916522
Towards an affective philosophy of the digital: Posthumanism, hybrid agglomerations and Spinoza:
Ignas Kalpokas (2020)
10.1016/j.bodyim.2020.10.003
Do the metrics matter? An experimental investigation of Instagram influencer effects on mood and body dissatisfaction.
Emily Lowe-Calverley (2020)
10.2196/13954
An Instagram-Based Study to Understand Betel Nut Use Culture in Micronesia: Exploratory Content Analysis
Wayne Buente (2020)
10.1016/j.poetic.2020.101502
The labour of visual authenticity on social media: Exploring producers’ and audiences’ perceptions on Instagram
Phoebe Maares (2020)
10.1080/1369118x.2019.1657162
Algorithmic resistance : Media practices and the politics of repair
Julia Velkova (2019)
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