The Rise of ‘AI Slop’: How Low-Quality Content is Contaminating the Internet
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The internet in 2025 is awash in “AI slop”—low-quality, often unwanted content generated by artificial intelligence—and the deluge is impacting everything from search results to official communications, with mentions of the term multiplying ninefold compared to 2024. This surge in subpar AI output has sparked widespread frustration and a growing debate about the future of online information, even earning “AI slop” the title of Word of the Year from both Merriam-Webster and the Australian National Dictionary.
A Ninefold Increase in Negative Sentiment
The term “AI slop,” initially circulating in online communities in the early 2020s, describes the proliferation of AI-generated content that lacks originality, accuracy, or genuine value. Data from media, network, and consumer analysis firm Meltwater reveals a dramatic increase in its prevalence. Throughout 2025, mentions of “AI slop” across the web increased nine times over the previous year, peaking with a 54% negative sentiment in October. This growing discontent signals a turning point in public perception of AI’s role in the digital landscape.
AI-Generated Content Dominates the Web
The sheer volume of AI-generated articles is now reshaping the internet. According to search engine optimization (SEO) firm Graphite, more than half of all English-language content online is now produced by artificial intelligence. This dominance raises concerns about the authenticity and reliability of information available to users.
“Solutions in Search of a Problem”
The rush to integrate AI into products and services is often driven by hype rather than genuine user need, leaving product designers in a difficult position. “There’s a lot of pressure in design to show stakeholders, ‘Look, we’ve put AI in our product,’” explained Kate Moran, vice president of research and content at Nielsen Norman Group. “It’s a technology-driven design, which starts with the tool and then tries to find a problem that the tool can perhaps solve.” This approach, she argues, is fundamentally flawed, prioritizing technological capabilities over user experience.
Meta’s brief experiment with an AI search function on Instagram, quickly reversed due to user backlash, serves as a prime example. As one analyst noted, users expect a search bar to function in a specific way, and being redirected to an AI chatbot was a frustrating and unwelcome change.
The problem extends beyond software. The Humane AI Pin, a recent foray into AI-focused consumer hardware, has faced “devastating criticism” from both users and industry leaders. Logitech CEO Hanneke Faber succinctly summarized the issue, stating, “What there is now is a solution in search of a problem that does not exist.”
From Rejection to Apathy: Meta’s ‘Vibes’ Experiment
Meta has been particularly aggressive in embracing AI-generated content, even launching “Vibes,” a new app dedicated entirely to short, AI-generated videos, in European markets in November as a response to OpenAI’s Sora. However, internal data obtained by Business Insider reveals limited engagement, with only 23,000 daily active users in the initial weeks. The largest audiences were concentrated in France, Italy, and Spain, with between 4,000 and 5,000 daily active users in each country. Meta has not publicly released user figures and did not respond to requests for comment.
This launch is particularly noteworthy given Meta’s earlier announcement that it was actively combating unoriginal content and encouraging creators to prioritize “authentic storytelling.”
The Limits of Flashy AI
The proliferation of “AI slop” highlights a fundamental disconnect between what technology can do and what users actually want. According to Moran, users are often confused and frustrated by AI tools that challenge their basic understanding of how digital services should function. This phenomenon, known as disrupting a user’s “mental model,” can lead to a negative experience.
Daniel Mügge, a researcher at the University of Amsterdam, believes this reflects a broader issue of misplaced priorities within the tech industry. “There seems to be a desperate, all-or-nothing bet by other big tech companies that are basically risking everything to find a way to beat OpenAI on its own turf,” he said. He argues that generative AI has received disproportionate investment compared to its actual economic impact, and that resources would be better allocated to AI applications addressing specific social problems, such as robotics or manufacturing. “We see a significant portion of AI investment ending up in applications that make society worse rather than better,” Mügge added, citing AI-powered advertising as a particularly harmful example.
The Promise of ‘Boring’ AI
As users grow weary of “AI slop,” some platforms are beginning to offer tools to limit its visibility. Pinterest and YouTube have introduced features allowing users to filter out AI-generated content. These measures, coupled with the development of more practical and less intrusive AI tools, represent a positive step forward.
Moran points to Amazon’s AI-generated summaries of product reviews as a successful example of “boring” AI. “Being able to provide a brief qualitative summary of how users feel about a product is very valuable and requires no interaction,” she explained. This feature enhances the user experience without fundamentally altering how they interact with the service.
Mügge suggests that fostering smaller, specialized companies could also help European tech ecosystems carve out their own path, reducing reliance on competition with OpenAI. “There is much scope for relatively small and much more specialized companies to play a significant role,” he noted.
Both Mügge and Moran agree that the tide is turning, with AI hype giving way to a more intentional and impact-focused approach to product strategy. “No one knows what will come next or where the technology will evolve from here,” Moran concluded. “For now, these smaller, narrower features are much easier to use, and while they may not be flashy or flashy, they can make a big difference in people’s lives.”
