Meta Muse on iPad: Retention, Trust and the Paywall Test

A third screen in under a month

Meta's Muse personal AI agent now runs natively on the iPad. The release came less than a month after the app debuted on iPhone and Android, and after a Mac version that lets the agent work with desktop files and other computer tasks. 5 The update, labeled Muse 10.0, uses the tablet's larger display and iPadOS multitasking. That should make it easier to watch the agent work while moving between apps, though the core experience mirrors the phone version. 5

The update also adds tools aimed at small businesses. Meta encourages users to give Muse a business goal and let it plan marketing content, draft client pitches, and build product pages. 5 That detail is easy to overlook in a platform-expansion story, but it signals where Meta thinks durable usage, and eventually revenue, might come from.

Downloads were the easy part

By the usual launch metrics, Muse has been a hit. It has topped app store charts and was still the number one free app on Apple's iOS store at last report. 1 Investors noticed. Meta's stock has risen about 20% since the launch roughly a month ago, and September was its best month since 2022. 1 Mark Zuckerberg has called Muse the "centerpiece" of the company's AI strategy. 1

Chart position is not the same as daily use, though. The harder task is keeping people engaged once the novelty fades, and it is still unclear whether consumers will make AI agents a routine part of their lives. 1 IDC's chief research officer, Meredith Whalen, framed it bluntly: for Meta, "the real question is trust." 1 An agent that plans, drafts, and acts across a user's apps and files needs a deeper level of confidence than a chatbot answering questions. Meta's history with user data makes that a sharper problem for this company than for most.

Seen this way, the iPad and Mac releases are less about adding devices than about making Muse ambient. The more surfaces an agent lives on, the more chances it has to become a habit.

Free core, paid frontier

The base Muse experience is free for now while Meta works out a business model around it. Marissa Mayer's Dazzle is taking a similar approach, offering its service at no cost while it studies how consumers behave. 1 Meta has already started probing willingness to pay, though. Its newest model, Muse Wonder, is billed as the company's most capable engine for digital assistants, and it is available only through Muse subscriptions priced at $20 or $100 per month. 2 The move reflects Meta's push to build AI revenue outside its core advertising business. 2

This creates a tension. The free tier has to be good enough to build the habit, and the premium tier has to be clearly better to justify the price. If the free product falls short, retention suffers. If it does too much, few people upgrade.

OpenAI raises the stakes

Competition arrived quickly. At its DevDay event in San Francisco, OpenAI launched more than 20 products, led by Dots, always-on agents positioned against Muse. 34 Dots run on the GPT-6 Astra model and use a cloud computer with a web browser, an architecture MacRumors describes as similar to Muse's. 4 OpenAI says the agents learn from feedback, work on goals around the clock, connect to more than 4,000 apps, and do background research. Users can reach them through ChatGPT, Slack, or Teams, with texting planned. 4 Fortune emphasized the work-oriented framing: Dots track projects, prepare for appointments, follow up on to-do lists, and contact the user only when something needs review. 3

The pricing approaches differ. Dots are rolling out first to Pro, Business Premium, and Enterprise subscribers in select markets. Eligible users get one Dot at no extra cost, and agent conversations don't count against ChatGPT usage limits. 4 OpenAI also introduced a $500 monthly plan. 3 Meta is starting from a mass free audience and upselling. OpenAI is starting from its paying base and expanding outward.

The two outlets frame Dots slightly differently. Fortune also names an "Instinct" assistant as a rival, while MacRumors focuses on the head-to-head with Muse. 34 Both agree Meta's agent is the benchmark OpenAI chose to measure itself against.

The read

Muse's early numbers show curiosity, not commitment. The iPad release and the small-business features look like sensible attempts to deepen engagement. The real tests over the next few months will be whether users trust Muse enough to hand it ongoing tasks, and whether enough of them pay for Muse Wonder to make the economics work. With OpenAI now competing for the same daily habit, a month at the top of the download charts counts for little on its own. Retention will decide who wins.