It has been only a few weeks since Meta officially introduced Muse, its sophisticated personal AI agent, yet the platform has already become the cornerstone of the company’s ambitious strategy to capitalize on its massive, multi-billion-dollar investment in artificial intelligence. During Meta’s third-quarter earnings call on Wednesday, CEO Mark Zuckerberg signaled a pivotal shift in the company’s trajectory, declaring that Meta is moving into a new, more operational phase focused on the aggressive scaling and monetization of the Muse platform.
While the agent is currently limited to users in the United States and Canada, the early adoption metrics have been promising enough to fuel significant optimism within the company’s leadership. Since its rollout in early September, more than 10 million people have integrated Muse into their daily digital routines. Zuckerberg characterized this initial period as a validation phase, noting that the company has now achieved a "clear product market fit" for the technology.
"Now that Muse has clear product market fit, we are entering a new phase and a more operational phase that is focused on scaling it," Zuckerberg stated during the earnings call. Looking toward the long-term horizon, he added, "We expect to grow Muse to serve billions of people."
The urgency behind this scaling effort is tied to the economics of AI development. Operating a generative AI agent of this scale is significantly more resource-intensive and expensive than maintaining Meta’s traditional social media infrastructure. To offset these costs and transform Muse into a profitable engine for growth, Meta is moving quickly to implement a multifaceted monetization strategy. According to the CEO, the company is already developing "commerce tools" designed to facilitate transactions directly through the agent, allowing Meta to capture fees from businesses for every sale processed.
Shopping has emerged as the most prominent use case for the agent, with early data suggesting that users are already comfortable utilizing Muse for transactional purposes. Zuckerberg noted that individuals are spending an average of $200 per purchase when interacting with the agent, a figure that highlights the platform’s potential as a powerful retail interface. Beyond transaction-based fees, Meta intends to diversify its revenue streams by introducing tiered AI subscriptions, targeting both casual users and business owners who require more frequent or heavy-duty interaction with the agent’s capabilities.
Perhaps the most significant takeaway from the earnings call was Zuckerberg’s long-term projection for the agent’s financial impact. The CEO suggested that, over time, Muse could surpass the revenue generated by Meta’s established suite of apps—Facebook, Instagram, and WhatsApp—on a per-user basis.
"The average revenue per American user for our existing family of apps users is several hundreds of dollars annually, and we expect that Muse will reach an even higher level over time due to the amount of commerce that we already see taking place," Zuckerberg explained. By shifting the user experience from passive content consumption to active task-based assistance and commerce, Meta hopes to increase the lifetime value of every individual on its platform.
This transition is also intrinsically linked to Meta’s hardware aspirations, particularly its smart glasses. While the company has historically viewed its hardware ventures as a long-term play that does not necessarily generate immediate, high-margin profits, the integration of Muse is expected to change that dynamic. By embedding the AI agent directly into the eyewear, Meta plans to create a more compelling value proposition that encourages users to opt for its subscription services.
Meta first provided a glimpse of this integration during the Connect event last month, demonstrating how the glasses could serve as a wearable conduit for the AI. Users will be able to engage in natural, voice-based conversations with their agent, similar to the current experience with Meta AI on smartphones. The functionality extends to managing personal productivity, such as checking in on pending tasks, organizing schedules, or adding items to a digital to-do list.
While the company has not yet provided a definitive answer on whether the Muse experience on smart glasses will necessitate a separate, standalone subscription, Zuckerberg’s commentary strongly implies that certain advanced features will be locked behind a paywall. This approach aligns with broader industry trends, where hardware manufacturers seek to bolster thin profit margins on physical devices through software-as-a-service models. Meta has previously explored similar monetization routes for its hardware, including the potential for upcharging for specialized capabilities such as its recently announced FDA-cleared hearing enhancement features.
The rollout of Muse on Meta’s smart glasses is slated for next month, representing a critical test of whether the company can successfully bridge the gap between social media dominance and AI-driven utility. The success of this move will likely determine how quickly the company can transition its massive user base from viewing Meta solely as a social networking provider to seeing it as an essential, AI-powered personal assistant that facilitates their daily commercial and administrative needs.
For investors and industry observers, the focus is now squarely on the operational execution of this vision. The transition from the "discovery" phase of AI to a "monetization" phase is a high-stakes endeavor that requires balancing the delicate user experience of a conversational agent with the need for sustainable, high-margin revenue. As Meta begins the process of scaling Muse to its global user base, the company will be looking to prove that its massive capital expenditure on data centers and specialized AI hardware can indeed translate into a superior, revenue-generating service that outpaces the traditional advertising-led model that built the company.
With more than 10 million early adopters already in the fold, Meta has secured a significant head start. However, the path to reaching "billions of people" will involve navigating challenges related to user privacy, the technical hurdles of voice-responsive AI in diverse environments, and the competitive pressures of a rapidly evolving AI market. For now, Zuckerberg remains confident that the path forward is clear: integrate the agent into the fabric of daily life, facilitate commerce at every opportunity, and leverage the hardware ecosystem to ensure that Muse becomes an indispensable component of the user experience. The coming months will be telling as the company begins to implement these subscription models and commerce tools, marking a new chapter in the company’s history.
