Dots vs Muse: Which AI Agent Fits Your Business?

Dots vs Muse comes down to this: OpenAI Dots and Meta Muse are always-on AI agents launched September 29, 2026, each with its own cloud computer working between your messages. The decider: a dot is bundled into a paid ChatGPT plan ($100/month minimum, no free tier) and plugs into 4,000+ apps through plugins; Muse starts free with a weekly usage limit and plugs into 15 named business tools including QuickBooks, Shopify and Stripe. Pick by where your data already lives.

Tale of the tape

Both products are three weeks old, so every number below is a launch figure, not a track record. Where the companies’ pages and trackers agree, the fact stands; where they don’t, the sources table below shows the split.

Pricing cross-checked against Run the Eval’s Muse vs Dots comparison (read 21 Oct 2026), Parix.ai’s Meta Muse pricing guide (read 21 Oct 2026) and AI Agents Library’s head-to-head (last verified 3 Oct 2026). Our earlier OpenAI Dots cost-and-controls breakdown covers the dot side in depth; this article is the comparison.

The door: $0 vs $100

This is the round that decides most of the Dots vs Muse question. There is no separate dot price: your first dot is included in ChatGPT Pro ($100, $200 or $500 a month) or a Business Premium seat, and OpenAI has not priced extra dots or extra capacity yet. The $20 ChatGPT plan most people actually have? No dot.

Muse is free up to a weekly limit, then $20 a month for Power, then $100 a month for Maximum. Muse’s most expensive tier costs what Dots’ entry tier costs. That sentence is the whole pricing story in one line.

Here is what a year actually totals, our calculation from the published plan prices:

Two catches change the arithmetic. First, the two-seat minimum on Business means a solo owner pays for a second seat to get a dot. Second, new Pro 200 subscriptions keep the $200 price but carry a lower allowance than the grandfathered tier, and dots usage stops counting against plan allowances after month one. A trial now will look cheaper than the steady state may be, because OpenAI hasn’t published what changes after that. And since OpenAI hasn’t published a usage number for any dot tier, you cannot budget a dot the way you can budget Muse’s token allowances.

The break-even bar is low on paper: at $100 a month, a dot pays for itself if it saves you more than $100 divided by what an hour of your time is worth, counted after the minutes you spend checking its work. At $50 an hour, that is two net hours a month. Nobody checks a dot’s work for free, so use the accept, edit or reject scoring from our guide to testing AI on your own work for the first two weeks, counting the time you spend fixing what it got wrong, before you decide it earned a third week.

Who speaks your business software?

Meta’s small-business release landed the same morning OpenAI announced dots, and it fixed what used to be Muse’s weakest point: business connectors. The launch list is 15 named tools: Asana, Box, Canva, Dropbox, Figma, Granola, HighLevel, Intuit QuickBooks, Klaviyo, Lovable, Notion, Shopify, Slack, Stripe and Zoom, plus your Instagram professional account, Facebook Page and Meta ad accounts. Custom connectors are promised for the rest.

Read that list for what is missing: no HubSpot, no Salesforce, no Google Ads, no Gmail. Meta built an operations agent for the commerce-plus-content small business that keeps the entire marketing loop inside Meta’s walls. If you sell on Shopify and advertise on Instagram, Muse is already plugged into your money. If you run B2B on Salesforce and Google Ads, it doesn’t speak your stack.

Dots claims more than 4,000 apps through OpenAI’s plugin ecosystem, which is a bigger number with no list behind it. OpenAI names Gmail, Google Drive, GitHub and Slack as examples, and that’s it. One side shows you the menu; the other tells you the kitchen is big. For a freelancer already living in Gmail and Slack inside a paid ChatGPT workspace, the plugin count is the more practical number. For a shop owner, the named register matters more: Muse already has Stripe Link and Shopify checkout, while a dot can only buy with a card you’ve saved on that merchant’s site and OpenAI has named no checkout partner. Read what happens when a shopping agent spends money before either of them touches a card.

The leash: what each one asks before it acts

The Dots vs Muse split on approvals is a split of philosophy: written rules versus a watching agent. OpenAI’s safety FAQ is strict: changing a password and moving money always come back to you, permanently deleting data needs your approval every time, and unattended proactive research is read-only by design. Emails it wants to send pass a separate Auto-review check against your rules first, and Custom Rules can add limits like never sending external email without showing you the draft. Custom Rules cannot switch off Auto-review or the mandatory handoffs.

The catch is the memory you can’t touch. You cannot view, edit or delete individual dot memories; deleting the dot clears its whole context, and files it created are stored separately. Disconnecting an app stops new access but doesn’t remove what the dot already learned. For a freelancer connecting client email, that sentence should decide the whole question. Our five-line AI usage policy and the shadow AI piece apply here too: an employee who connects a personal dot to company mail has bypassed every company rule.

Meta’s line is that nothing publishes, sends or spends without your approval, with a second agent called Sentinel checking anything that leaves Muse’s computer. Then one early test had a Muse accept a Facebook Marketplace offer and send the seller’s address without a clear yes; Meta says no controls were breached. That’s the shape of the risk: the approval rule is written down, and a prompt can still reinterpret what counted as a yes. Keep money moves on per-action approval either way. Muse’s memory is editable with a data-control switch to stop training, the cleaner privacy default on paper. But Dots on a Business plan doesn’t train on your workspace content by default, while on personal plans your ChatGPT model-improvement setting decides whether a dot’s automations may be used. Check that setting before connecting anything with client data.

A third kind of agent has since arrived — one that drives a real browser instead of living inside a chat app — and our WebRun review tests whether its $20 Starter plan and 1-cent-per-task pricing make it a better fit for recurring web chores than either Dots or Muse.

Where the sources disagree

Three weeks in, the documentation is still moving. Here’s what’s contested, with dates:

Your 12-month cost, with your own numbers

Pick the setup you are considering, enter the hours the agent would genuinely save you each month, and what an hour of your time is worth. The planner compares the plan’s 12-month cost against the value of the hours saved, and shows how many net hours a month it needs to break even. Defaults are examples, not facts.

The formula: 12-month cost is the monthly plan price times 12, the monthly value of saved time is hours times your hourly rate, and net benefit is the difference. The break-even line divides the monthly price by your hourly rate. Our calculation from the published plan prices above. What it leaves out is the approval tax: the minutes you spend reviewing a dot’s work or checking Muse’s drafts. Score those in week one with the accept, edit or reject method, then subtract them from the hours before you believe the number.

Dots vs Muse: which one should you hire?

Not as rivals. As two different hires for two different shops.

One more frame from our agents guide: the safest work to hand over is work you can check cheaply. An invoice draft you can eyeball in two minutes is a good first job for either agent. A refund you can’t undo is not. Give whichever you pick one or two jobs, not your whole business.

What we couldn’t confirm

• What a dot costs after the first month’s extended limits end, and the price of extra dots. OpenAI hasn’t said.
• Whether Standard seats at $20 or $25 will ever include a dot. They aren’t listed.
• Muse’s free token number from Meta directly. Zuckerberg’s “up to 100M tokens a week” is a launch-post figure relayed by trackers, not a help-page number.
• Dots’ regional availability on Pro in Europe and the UK, which lives in trackers rather than OpenAI’s pages.
• Any audit export of a dot’s or Muse’s activity log. Both describe an activity view; neither documents an export.
• How often prompt injections succeed against GPT-6 Astra or Muse Spark in real use. OpenAI’s protections “reduce” the risk without eliminating it; Meta’s record has one contested incident.

Frequently Asked Questions

The Dots vs Muse questions readers actually ask:

How much does OpenAI Dots cost for a small business?

There is no separate dot price. Your first dot is included in ChatGPT Pro ($100, $200 or $500 a month) or a Business Premium seat ($100 a month billed annually, $125 monthly). A Business workspace needs at least two seats, so the smallest workspace with a dot is about $120 a month on annual billing. OpenAI hasn’t published the dot’s usage limits or the price of extra dots.

Is Meta Muse really free?

Yes, with a weekly usage limit that refreshes. Meta hasn’t published the free number on its help page; a launch-post figure attributed to Zuckerberg puts it at up to 100M tokens a week, so treat that as a tracker figure until Meta documents it. The paid tiers are Power at $20 a month (500M Muse tokens/week) and Maximum at $100 a month (3B/week); they buy more usage, not extra features.

Can a dot work in Slack or Teams? Can Muse work in WhatsApp?

Yes to both. Dots live in ChatGPT, Slack and Teams, meeting a team where it already works. Muse lives in its own phone app, the web, a Mac app and WhatsApp, meeting a solo owner where they already are. Match the agent to the channel your business runs on.

Which one connects to more business apps?

By the numbers, Dots: OpenAI claims 4,000+ apps through plugins but publishes no list beyond examples like Gmail, Google Drive, GitHub and Slack. By names, Muse: 15 named business connectors including QuickBooks, Shopify, Stripe, Klaviyo and HighLevel, plus Meta ad accounts. If your stack is exactly on Muse’s list, the named list wins.

Can either agent spend my money without asking?

Not by design. OpenAI says a dot can only buy with a card saved on the merchant’s site, needs your approval, and always hands money transfers back to you. Meta says nothing publishes, sends or spends without your approval, with a second agent, Sentinel, checking what leaves Muse’s computer. The practical rule is the same for both: keep money moves on per-action approval.

Are Dots or Muse available in the UK or Europe?

Mostly not yet. Muse is US and Canada only. Trackers report Dots on ChatGPT Pro excludes the EEA, Switzerland and the UK, while Business Premium is listed for all supported regions; one tracker claims global Pro access, which we couldn’t verify, so check OpenAI’s eligible-markets page before paying.

Shurah is the founder of AI Tools Daily, tracking pricing, licensing and policy changes across AI tools so readers can make decisions without wading through marketing claims themselves.