YouTube’s hidden depths beyond the visible algorithm
YouTube, the biggest platform for video sharing worldwide, marks its 20th anniversary this year. Starting in 2005 as a place for amateur video makers, it’s transformed into a global powerhouse, now competing with traditional entertainment industries. Currently, YouTube positions itself as the “new Hollywood,” with professional content makers and influencers attracting huge audiences, often overshadowing film studios and television networks. For instance, in 2024, the platform’s top creator, MrBeast, garnered 762 million views on one video—almost equivalent to the total number of cinema tickets sold across the US and Canada in that year.
YouTube, the world’s largest video-sharing platform, is celebrating its 20th anniversary this year. From its humble beginnings in 2005 as a space for amateur creators, it has grown into a global giant, one that now rivals traditional entertainment hubs. Today, YouTube brands itself as the “new Hollywood,” with professional creators and influencers drawing massive audiences, often outshining film studios and TV networks. For example, in 2024, the platform’s most popular creator, MrBeast, amassed 762 million views on a single video—nearly as many as the total cinema tickets sold across the US and Canada combined that year.
Yet, beneath this polished and commercialized surface lies a hidden world that remains largely untouched by the platform’s algorithms and invisible to most users. This vast, forgotten side of YouTube consists of millions of videos—rarely watched, unpolished, and far removed from the content that dominates our recommendation feeds. These videos, while seemingly insignificant, provide a fascinating glimpse into the everyday lives of people worldwide, showcasing the platform’s original purpose as a tool for self-expression.
A hidden world of forgotten videos
Ryan McGrady, a lead researcher in the study, refers to this concealed ecosystem as a digital attic packed with overlooked moments. These videos are typically very personal, crafted not for public amusement but to capture memories, celebrate minor successes, or interact with close friends and family. Much of this content is ordinary, such as a bride getting ready for a photo shoot, a dashcam video from a parked car, or a brief clip of someone practicing martial arts. Nevertheless, these videos present an unrefined and genuine glimpse of human life, free from the strain of likes, views, and monetization.
A researcher came across a video from 2020 where a man just recorded the snowfall outside his window for 19 minutes. With just two views before it was found, the video captures the essence of YouTube’s concealed realm. The man quietly comments as a bird settles on a fence, with the faint sound of a TV in the background. While nothing remarkable occurs, it encapsulates a tranquil moment that might otherwise be overlooked in today’s increasingly curated and performance-centric digital world.
Why YouTube’s overlooked side is important
To McGrady and his team, these neglected videos showcase an aspect of YouTube that more accurately reflects its societal role compared to its widely popular content. “We often view YouTube as a platform for influencers and professional creators,” McGrady states. “However, in truth, it serves as an essential component of digital infrastructure—a medium that millions of everyday individuals utilize to communicate, document, and connect.”
For McGrady and his colleagues, these overlooked videos reveal a side of YouTube that is far more representative of its role in society than the platform’s most popular content. “We often think of YouTube as a space for influencers and professional creators,” McGrady explains. “But in reality, it’s also a critical piece of digital infrastructure—a tool that millions of ordinary people use to communicate, document, and connect.”
The changing purpose of YouTube
When YouTube debuted in 2005, it acted as a groundbreaking platform for user-generated content. Initial creators posted videos to share personal experiences, explore creative ideas, or engage with specific audiences. Over the years, the platform has transformed, introducing elements like monetization and algorithms aimed at increasing watch time and engagement. Consequently, content creation has become more professional, with the most successful creators investing significantly in production quality and marketing tactics.
Nonetheless, this move towards professionalization has eclipsed the platform’s initial goal as a venue for genuine self-expression. The findings from the researchers indicate that, although viral clips and polished productions dominate public discourse about YouTube, they make up only a small portion of the platform’s actual content. Most videos are made by people who have no interest in achieving fame or making money from their creations. Instead, they utilize YouTube as a digital archive, a communication method, or a creative platform.
However, this shift toward professionalization has overshadowed the platform’s original purpose as a space for unfiltered self-expression. The researchers’ findings suggest that, while viral videos and polished productions dominate public conversations about YouTube, they represent only a fraction of the platform’s true content. The majority of videos are created by individuals with no intention of becoming famous or monetizing their work. Instead, they use YouTube as a digital storage space, a communication tool, or a creative outlet.
For example, one researcher found a video uploaded by a woman named Emily, recorded in her college dorm room in 2008. The video, titled “sw33t tats,” shows Emily and her sister laughing as they draw fake tattoos on each other with markers. With blurry footage and no clear purpose, the video seems trivial, yet it serves as a time capsule of a specific moment in Emily’s life. When asked about it years later, Emily admitted she had forgotten it existed. “I uploaded it to free up space on my hard drive,” she said. “It’s funny and weird. I’m glad it’s still there.”
YouTube’s algorithm is pivotal in deciding what content users encounter on the platform. Engineered to highlight videos that boost engagement, the algorithm frequently favors those with high production quality, emotional impact, or viral potential. Although this mechanism has enabled creators to amass large audiences and transformed YouTube into a worldwide entertainment center, it has also rendered the majority of platform videos almost invisible.
YouTube states that the algorithm’s goal is to assist users in finding videos that match their interests, whether those videos have six views or six million. “The magic of YouTube is that it allows anyone, regardless of their starting point, to share their voice with the world,” a company spokesperson notes. However, critics argue that the algorithm’s emphasis on engagement has facilitated the spread of harmful content, such as misinformation and divisive rhetoric, by encouraging sensationalism and controversy.
According to YouTube, the algorithm’s purpose is to help users discover videos that align with their interests, whether those videos have six views or six million. “The magic of YouTube is that it allows anyone, regardless of their starting point, to share their voice with the world,” says a company spokesperson. However, critics argue that the algorithm’s focus on engagement has contributed to the rise of harmful content, including misinformation and divisive rhetoric, by rewarding sensationalism and controversy.
In contrast, YouTube’s hidden world remains untouched by these dynamics. Without the pressures of performance metrics, these videos offer a more authentic and intimate view of human life. They reveal how people use technology to document their lives, share memories, and connect with others in ways that are often overlooked in discussions about social media.
Exploring YouTube’s concealed realm is both intriguing and thought-provoking. The platform’s less visible side is abundant with simple, everyday moments that might appear trivial, but together, they create a rich tapestry of human experience. From a man living in his car chronicling his journey to a young ballerina performing on stage, these videos capture the beauty and intricacy of ordinary life.
For some creators, such as Bill “The WoofDriver” Hellman, YouTube serves as a platform to share their passions with the world. Hellman, a 58-year-old dog lover, has spent years capturing his adventures with his four Siberian huskies, producing over 2,400 videos along the way. Despite investing considerable effort into his content—including original music and drone footage—Hellman’s channel maintains a modest following, with many videos attracting only a few views. “I don’t get a large audience most of the time, but that doesn’t bother me,” he remarks. “I just do it for the joy it brings me and my dogs.”
The underappreciated worth of YouTube’s quiet side
The overlooked value of YouTube’s quiet side
While YouTube’s most visible content often sparks debates about misinformation, extremism, and harmful stereotypes, its hidden world provides a counterpoint. The vast majority of videos on the platform are neutral or overwhelmingly positive, showcasing the mundane yet meaningful ways people use technology to share their lives. These videos remind us that, beyond the polished façade of viral content, YouTube remains a space for creativity, connection, and self-expression.
As YouTube enters its third decade, its hidden world serves as a powerful reminder of the platform’s original purpose. In an era where social media is often criticized for its negative impact, these forgotten videos highlight the quieter, more personal side of the internet—a space where content doesn’t have to perform but can simply exist.