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For You: How TikTok’s Algorithm Reconstructs Online Community


TikTok is the fastest-growing social media platform at present. With over one billion users, the short-video platform that launched in 2018 has continued to transform traditional understandings of social media’s purpose, branching out to unseen territory (Bhandari & Bimo, 2022). Whereas older platforms, including Facebook, helped shape the area of online platforms, TikTok has broken the boundaries of what is expected from what was traditionally a way to keep in touch with friends or wind down after work. By analysing user behaviour, TikTok’s algorithm encourages the development of quick-paced, interest-based micro-communities, altering how people feel about community and belonging online by enabling connections through common interests rather than conventional social relationships. Users must be aware of the capabilities that TikTok holds to ensure that individuals remain educated on the way relationships and the expression of identity are transforming. While mentions will be made to common arguments faced in the topic of TikTok and communities, ultimately it is believed that education on the topic can ensure TikTok remains a useful tool that goes beyond entertainment.

TikTok’s algorithm promotes Community

Algorithms are crucial in selecting information relevant to us. TikTok’s algorithm is programmed to increase user engagement by identifying user behaviours and proceeding to generate more content related to these behaviours. TikTok’s For You page is the main discovery page for content in which TikTok collects data based on user likes, shares and comments. TikTok differs from other competing algorithms due to the speed at which data is collected and applied to its users. TikTok’s algorithm does not have a sole focus on direct interaction; instead, it focuses on the behaviours towards videos. Due to this, deeper analysis can be done on users, generating content that resonates deeper with users. This increases the engagement of users, allowing them to find like-minded individuals through the platform.

TikTok’s algorithm bases recommendations on core mechanisms including likes, comments and watch time. TikTok differs from other social media algorithms through tracking of viewers’ attention. A study done by the Wall Street Journal suggested that by video sixty, TikTok is provided with sufficient information to assume audience behaviours (Gabor, 2023). Information is gained simply through the engagement of rewatches and at what point they scroll past content. This is significantly rapid compared to other similar algorithms. TikTok also allows for easy engagement; a carefully constructed user interface means that liking, commenting and sharing is a simple process. The outcome is more rewarding than the input. TikTok encourages user interactions, as constant feedback loops mean the more users interact, the more the algorithm can refine its findings. Tarleton Gillespie suggests that algorithms do not reflect cultures within their platforms but instead create cultures based on the information given (Gillespie, 2014). Algorithms generated for individual users are purposely directed to other algorithms, therefore creating communities within the platform.

Due to deep analysis, TikTok can group users based on interests and shared behaviours. This differs from other platforms that base group users on identity and connections. This can be seen in Facebook, as Facebook has a large focus on connecting families and friends. Through TikTok’s communities, there has been a large shift in online communities, encouraging users to meet new people with shared interests (Bledsoe, 2023). An example of this is #studytok. High school and university-aged students have created a community based on the common factor of studying. This allows users to share tips or relatable stories while others can engage through commenting or liking. This emphasises the point that TikTok is based on user interest as opposed to unrelated demographics.

TikTok’s rise to popularity has a large focus on accessibility, notably being easier to use than other social media platforms. This attracts users, as social media use is a “wind-down activity”, frequently attracting easy, enjoyable viewing. José van Dijck (2018) touches on the concept of platformed sociality (van Dijck et al., 2018). Societies’ social and economic interactions are becoming increasingly driven by algorithms and datasets through digital platforms. When focusing on older platforms such as Facebook, users have more responsibility in curating their algorithm, as it is focused on geographical demographics and friendships. TikTok differs in the aspect that users hold less control in the curation of their algorithm and other system designs.

The Nature of TikTok Communities

TikTok is a platform supporting numerous micro-communities in which users with shared interests can connect with like-minded users to share and interact with others, serving a benefit to both them and the richness of TikTok’s communities (Bledsoe, 2023). Communities are frequently formed through hashtags, allowing for various interests to be catered to. Examples include #booktok, #planttok, #cleantok. Specifically looking into #cooktok, the cooking-based micro-community, there are various users. From verified accounts, businesses and small users. There are various users in each community, each with thriving comment sections and engagement levels (Bhandari & Bimo, 2022). While these communities are created by the users themselves, TikTok creates engagement through users’ consumption habits, meaning even without interacting directly with a community, connections can be made, and individuals feel a sense of belonging.

Through various features, individuals can build a sense of community on the platform. Engagement between users is simplified to the level at which users can interact without needing to follow or have previous interactions. For example, the stitch feature allows any user to combine any public video with their own additions. This promotes conversation and perspectives. Applying Henry Jenkins’s participatory culture theory, social media has allowed a unique experience where consumers also act as contributors (Jenkins, 2009). Connections are built through user interactions, as TikTok relies on its users to engage and share content.

TikTok is also extremely trend-driven, meaning that content is influenced by current cultural behaviours or patterns. Due to the combination of visual and auditory media, TikTok supports many forms of trends, from trending music to memes and references. Users can recognise reoccurring content, encouraging users to feel included in the communities and niches.

TikTok has rapidly increased in popularity and changed our understanding of social media platforms’ roles in creating communities. There is debate over whether online communities are authentic social groups. While social media platforms lack direct and sustained dialogue, there remains deep meaning in interactions online. TikTok relies on the concept of ambient affiliation, where links are constantly made between users through the algorithm as opposed to direct communication (Gillespie, 2014). For example, in BookTok, users will repeatedly encounter content related to their literary interests, including other individuals, creating a sense of connection between those who share their love for books.

TikTok’s unique mode of communication revolves around shared meanings and understandings. A sense of belonging is made through user participation and shared interests (Bledsoe, 2023). For example, the influx of trends and memes on TikTok encourages the broadcast of relatable content. Students may recognise their behaviours in a TikTok revolving around study habits; that understanding can create a sense of belonging. Community in this context extends beyond conversation, and while arguably unconventional, social media can transform our understanding of communities.

There are many critiques when discussing the topic of social media connections and communities.

The most discussed discourse is the argument of short-lived trends and superficial relationships making the platform unfit to form true bonds between users. Critics argue that due to the fast-paced nature in which certain topics are trending, it becomes increasingly difficult to make genuine connections.

Furthermore, as social media allows users to share relatable content, there is a rising issue with parasocial relationships. As users can make connections between creators, they begin to feel emotionally connected to individuals who remain unaware of their existence. This raises the issue of one-sided relationships that cannot uphold the necessity of human interaction and connections.

Jose van Dijick highlights the issue that TikTok was created with the intention of media consumption as opposed to community building. The algorithm of TikTok encourages emotional reactions and new content, and less focus is placed on deeper engagement with existing communities (Gillespie, 2014). This can lead to individuals’ focus being shifted and creators feeling forced to follow the trends as opposed to building on topics that engage them (Lin & Jeroen de Kloet, 2023).

While these arguments raise valid points, it must be noted that not all areas are accurate. Communities have appeared the same for numerous years, but as we begin to accept new technologies, we must remain open-minded to new forms of communication, regardless of how unique they seem.

Given this, communities can remain impactful even in brief interactions. Topics discussed on platforms such as TikTok remove barriers placed upon society; this may include mental health or trauma experiences. For example, TikTok facilitates queer spaces for queer individuals to be able to find a community (Avdeeff, 2021). It is assumed that numerous individuals would benefit from a space with privacy and anonymity while still finding a sense of belonging. The concept of affective public emphasises points of storytelling to gain engagement (Papacharissi, 2016). This suggests that connections are not built on dialogue but instead on emotion and shared feelings (Bledsoe, 2023). For instance, on 18th October 2024, user @kaelimaee posted a thirty-second video about her miscarriage, gaining 651 thousand likes and multiple comments showing support and sharing their own perspectives (Kaeli Mae, 2024). Even when discussing short-form media such as TikTok videos, there’s an opportunity to gain a deep understanding and connection with other users.

Broader Implications

TikTok has been in its prime for seven years, with no indication of decline. In this time there have been revolutions done to the online atmosphere, TikTok playing a large role in doing so. Traditionally, social media platforms had a focus on long-term dialogue and interactions. Platforms such as Reddit and Facebook share characteristics with common forms of communication. Instead, TikTok promotes fast-paced communities in which meaningful content is expressed in compressed ways, still managing to facilitate users with a sense of belonging (Papacharissi, 2016). There is less expectation for content to be personal, instead expanding on similarities regarding interests, humour or aesthetics.

As this understanding of communities continues to develop, there is uncertainty on whether issues will arise. As trends vary in popularity, individuals may lose their sense of belonging as popularity dies down, meaning TikTok is not serving a purpose in this area.

As discussed, TikTok has a unique algorithm. When working with systems that are detailed to this level, it raises risks and concerns among users. Due to the algorithm controlling what users are viewing, concerns are raised about echo chambers (Gabor, 2023). Echo chambers refer to individuals only being shown media that reflects and reinforces their views. This can lead to misinformation, harming the users exposed to biased information.

Despite the risks that may occur due to TikTok’s innovation, it must be noted that TikTok’s new perspective on communities is evolving understandings. As TikTok’s focus has strayed from traditional demographics, individuals are finding communities beyond fixed categories, including race and gender.

Connection is more inclusive, serving benefits to both creators and viewers. Marginalised voices are being heard. This can be seen in young queer users and neurodivergent users (Avdeeff, 2021).

In the seven years that TikTok has taken over the social media scene, it has continued to transform our understanding of communities and connections. As the unique algorithm links users to engaging content, creating feeds that are relevant to the individual, communities become less focused on basic demographics and instead are focused on fluid interests and behaviours. This serves multiple benefits, giving marginalised voices a hearing and making communities accessible, although, with the swiftly evolving platform, there are raised risks and concerns. TikTok holds large amounts of power, although the security in the sense of belonging is uncertain. Ultimately, TikTok serves various benefits to its users; understanding the impact of TikTok is key to understanding the future of digital culture and community.

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24 responses to “For You: How TikTok’s Algorithm Reconstructs Online Community”

  1. Benn van den Ende Avatar

    Hi Icannel,

    Thanks for your paper!
    I note that TikTok can be a powerful tool in promoting community.
    I wonder what you think about the more pernicious or negative aspects of TikTok and how we might reconcile these with these more positive sides. Do you think there are ways to use TikTok that promote the positive, community building aspects that also allow us avoid some of the negative ones (i.e., comparative culture, addiction, etc)?

    Thanks!

  2. maxf Avatar

    Hello Icannel,
    Thanks for posting your paper. I also wrote about the TikTok algorithm, so I enjoyed going through your paper.

    I found the point about the creator’s pressures to follow trends very interesting. How do you think this affects creators’ creativity? Seems like creators may feel pressure from their communities to produce content that they think will maintain audience/ views.

    I am curious to get your thoughts on another thing: do you think that TikTok’s aggressive algorithm undermines long-term community building? When a user’s interest in a trend or tag begins to fade, the algorithm seems to shift fairly quickly to pushing different types of content.

    Thanks!

    1. icannell Avatar

      Hi, Max! Definitely curious to read your paper now. Writing this paper helped me gain a great insight as to how technical TikTok’s algorithm is. I completely agree with your statement about limiting creators’ creativity. Instead of experimenting or posting what they genuinely care about, many feel like they have to produce what’s “algorithm-friendly” just to stay visible.

      As for long-term community building, I agree — the algorithm’s constant push for novelty makes it difficult to sustain consistent, meaningful connections.

  3. tori Avatar

    This blog post was really interesting. I didn’t realise how much TikTok’s algorithm helps people find others who like the same things as themeselves. It’s great that you can feel part of a community just by watching and liking videos like on #BookTok. Are you part of any TikTok communities? Thanks!! 😊

    1. icannell Avatar

      Hi tori! I am a frequent user of TikTok and find myself part of many communities. I especially find this with my favourite TV shows on pop culture topics. Its such a good platform to be able to connect with others and gain insight into new topics! What about you 🙂

  4. Yasnaia Allen Avatar

    Hi Icannel,

    I enjoyed reading your paper. It captured my interest as it interacts closely with themes i explored in my own research on how social media shapes identity and community formation. Like your discussion on TikTok algorithms and its role in connecting users through shared interest rather than social ties.

    I also liked how you touched on ambient affiliation, the idea repeated exposure can make people feel connected even without direct interaction. It got me wondering whether younger users truly understand how curated their feeds are and how that impacts their sense of community and self. In your view, should platforms like TikTok do more to explain their algorithms work, or should that responsibility fall to schools and other programs?

    1. tori Avatar

      Hi Yasnaia,

      Although my topic was a bit different, I can reflect on my own personal experiences using TikTok. I love the TikTok algorithm, but I think it could play a very dangerous game of creating a closed-minded community. When people are only exposed to the same opinions, it can create an echo-chamber.
      I discuss that in my paper… “The echo chamber effect on Instagram is where users are exposed to similar views repeatedly, reinforcing their beliefs and limiting exposure to other perspectives through algorithms (Dutta, et al., 2025).”

      I also believe that TikTok should educate their users, though this could be biased. What are your thoughts?

    2. icannell Avatar

      Love this! It’s a difficult topic. I believe schools should be mindful about having these discussions with young individuals, as exposure to these harmful topics, such as ambient affiliation. I dont think it should be expected for young users to understand the detrimental effect of social media use, as it is such a large topic that can be difficult to grasp. This, of course raises the concern of if tiktok is developing so rapidly what is next!

  5. Nemat Almonjed Avatar

    Hi icannell,

    Your work provides a meaningful examination of how TikTok’s distinctive algorithm transforms our comprehension of digital communities which remains highly pertinent amid today’s quickly changing digital landscape.

    Your point about TikTok forming micro-communities based on shared interests instead of traditional social connections captured my attention. The idea that platform design can build stronger connections through shared interests instead of pre-existing relationships is a captivating concept.

    I wanted to ask about your analysis of “ambient affiliation.” Do you believe that rapid trend changes on TikTok result in lasting community bonds, or do they lead only to temporary and divided interactions?
    Your examination of parasocial relationships on TikTok was very engaging. Does TikTok’s algorithm function to both lessen and increase parasocial connections and are users knowledgeable enough about these algorithmic effects?

    Looking forward for your opinion on my paper if you’re interested on how social media affects the learning communications!
    https://networkconference.netstudies.org/2025/csm/6265/social-medias-impact-on-collaborative-learning-communities-unveiling-the-potential-and-challenges/

    1. icannell Avatar

      Hi Nemat, I think when dealing with apps such as TikTok, it has to be noted that their priorities lie in the engagement of their users; therefore, it is not being used to its total effect in regard to building communities and connections. While that is being said, I believe due to the large number of users and the fact that individuals are bound to find content related to their interests, it is still effective.

      I would argue that parasocial relationships are being fuelled on tiktok as the content style is more accessible and personal than we have seen before.

      I am excited to read your paper! Thank you

  6. Mariia Avatar

    Hello:)
    This was an interesting and a very relative paper. TikTok has truly changed the way we interact with social media platforms. I love the fact that it gives businesses a “face” and allows them to connect with their consumers on a deeper level; as well as how personalised and specific to you the “for you” content is. However, when I was doing research for my own paper, I found out that TikTok was actually one of the first apps to be linked to something we now call “Doomscrolling” now. Passive scrolling of doomscrolling, which is highly likely to occur on TikTok due to its design, emphases the negative side effects of social media consumption (Such as Cognitive Overload which I discuss in my paper if you’re interested). It’s a great app/tool but I feel like we should definitely be more cautious about our consumption habits.

    1. icannell Avatar

      Yeah, it is such a shame that an app with such an amazing concept can cause such negative effects. Thank you for telling me the fact about doomscrolling. Very interesting to think about. I will be sure to look at your paper as it sounds very similar to mine, youve got me engaged!

  7. jalenacrooks Avatar

    Hi Icannel,

    I found this read really interesting, especially your analysis of how TikTok’s algorithm fosters micro-communities. The examples you provided, like #studytok and #cooktok, really highlighted how interest-based connections are forming on the platform.

    Personally, I think while these trends are a fun way to connect, they can sometimes feel pretty short-lived. It seems like people dive in, enjoy the moment, and then move on to the next big thing quickly. I’m curious, do you think this rapid pace of change prevents people from forming more lasting or meaningful connections?

    1. icannell Avatar

      Thanks for the question. I believe TikTok certainly has the potential to make more meaningful connections, yet their priorities lie on engagement of their viewers; therefore, there is a benefit of mass sharing content. I can agree that there is a barrier between the users on TikTok and finding meanful connections

  8. Justin Avatar

    Its not surprising that TikTok’s algorithm can gather enough information to accurately predict a user’s preferences and behaviours after watching just 60 videos, but that’s still pretty amazing. Pity they couldn’t do that for criminals and letting them know they are about to commit a crime! I think that whilst TikTok can automatically group users based on shared interests and the creation of micro communities – which can be a positive thing, it also implies that people can be siloed and potentially miss a broader picture outside their bubble. Noted though, TikTok has been particularly beneficial for marginalized groups, eg young queer users and neurodivergent users who have found communities from which they could possibly benefit immensely. I wonder how much of this has been self determined and how much has been controlled by TikTok

    1. icannell Avatar

      Hey Justin, such an entertaining comment; thank you for reading! Your comment has provided a different view on the topic, making me also wonder how in control are we of our actions when using social media. Scary to think about.

  9. Isabelle Service Avatar

    Hi icannel,

    This is a strong analysis of TikTok’s role in shaping digital communities, but I think it overlooks how the platform’s algorithm prioritizes engagement over genuine connection.

    The example of @kaelimaee sharing personal trauma is powerful, but it also raises concerns: are these moments being supported, or exploited, by a system built to profit from our emotions? If TikTok can build communities, why does it also amplify misinformation and shallow trends?

    In my essay I explore how Joe Rogan spreads misinformation and how algorithms often reward provocative or emotional content—even when it’s misleading.
    You can ready my essay here :https://networkconference.netstudies.org/2025/csm/5128/the-joe-rogan-delirium-the-man-the-mic-misinformation/
    TikTok may create the feeling of community, but is it truly meaningful, or just a tool to keep users watching?

    We need to ask: is TikTok fostering belonging, or manufacturing it for attention and data?

    1. icannell Avatar

      Wow, powerful analysis, isabelle! Thank you for the constructive feedback. I had a great time delving into both sides of this argument, so I completely see your point of view. At the end of the day, when dealing with social media platforms, it is more than a network used to communicate amongst each other. Seeking validation based on numbers, likes and comments is such a new but harmful topic. Your comments have opened up my mind specifically about content initially made to create a sense of belongingness, making me consider ulterior motives. I look forward to reading your paper, thank you.

  10. Tilly Avatar

    Hi Icannel, thank you for your insightful report!

    The comparison of Facebook and TikTok really put your idea into perspective for me. I am a user on both these platforms, and without initially realising it, I can relate to the idea that TikTok fosters new relationships. I use Facebook to stay in contact with close friends and family, whereas on TikTok, I connect with users all over the world. I wonder if most social media users agree with this statement or if it’s just common among Gen-Z?

    My paper presents a similar topic to yours, but rather focuses on how TikTok can reconstruct identity. Check it out if you’re interested: https://networkconference.netstudies.org/2025/ioa/5416/tiktok-and-the-identity-crisis-social-medias-ability-to-redefine-the-meaning-of-identity/

    1. icannell Avatar

      Hi Tilly! Thanks for the comment. TikTok has certainly opened the social media world up to a deeper level. Who knew an app made initially for lipsyncing would have such a deep impact on how we communicate! I guess it is assumed that Gen Z would agree that facebook and tiktok is used for communication amongst certain demographics, but it is certainly something I would want to take a look into. I look forward to reading your paper!

  11. Layla Avatar

    Hi! This paper was really interesting to read! I really appreciated how you moved beyond surface-level discussions of the platform as just entertainment and instead highlighted its role in forming meaningful micro-communities like #studytok or #cooktok.

    One insight i found interesting was the idea that community now forms through shared feelings and interests rather than pre-existing social ties—a shift that’s crucial to understanding digital belonging today. Do you think TikTok’s community-building model might evolve as the platform matures or becomes more commercialised?

    I would also love to know your thoughts on my paper https://networkconference.netstudies.org/2025/csm/5477/are-influencers-in-adult-content-impacting-minors-negatively-the-impact-of-tiktoks-strong-online-communities-on-young-people/

  12. JessCassells Avatar

    Hello! I thought your paper did a great job explaining how TikTok’s algorithm generates engagement and shapes online communities. In my paper, I also looked at how TikTok creates communities, focusing specifically on queer communities and how they use features like duets, stitches, trends and hashtags to perform and express their identities. You mentioned how trends can make it hard to form long-term connections, do you think that’s true for identity-based communities like queer spaces, or could trends help keep them visible?

    1. icannell Avatar

      Hi Jess! Thank you so much for reading my paper and giving your feedback. Regarding your question, I feel like it is a complex question, as trends can serve as both a tool and a barrier to making long-term connections between individuals in communities. Trends can definitely make it harder to maintain long-term, stable connections because the pace of content is so fast and indivudlas can lose interestm, but for identity-based communities like queer spaces, trends can also be really powerful tools for visibility and expression. This can lead to further visibility of issues. I am looking forward to reading your paper

      1. JessCassells Avatar

        Hi Icannell, Thanks so much for your reply! I agree you’re right that trends can be a bit of a double-edged sword. On one hand, the fast pace can make it tough to build lasting meaningful connections, but on the other, they can be great tools for visibility and self-expression, especially in marginalised communities. I hadn’t thought about it in quite that way before, so thanks for the insight!

        Cheers,
        Jess