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Can One AI Platform Run Multiple Brands at Once

The Orbitable Team·AI Agent Practice·26 Jun 2026·6 min read

Yes, one Orbitable account can run multiple brands, client accounts, or product lines at the same time. Each brand lives in its own "world," a fully separated container of ICP, brand voice, products, competitors and knowledge base, and how many worlds you get depends on your plan: 1 on Founder, 5 on Team, 25 on Agency, and an uncapped number on Enterprise.

What a world actually is

A world is the context container every one of Orbitable's 50 specialist agents reads from before doing any work. It holds the ideal customer profile, the brand voice guide, the product catalogue, named competitors, and any knowledge base documents you have uploaded. When you ask an agent for a piece of content, a campaign, or a piece of strategy, it pulls from that world and nothing else.

This matters because it's the mechanic that answers the multi-brand question directly. You are not asking one shared brain to remember which client is which. You are switching between separate, self-contained instances of the whole system, each with its own memory.

How many brands or clients can you run at once

The plan you're on sets the hard ceiling on how many worlds exist in your account.

PlanWorlds includedSeats includedCredits per monthPrice
Founder113,000$89/mo
Team5515,000$349/mo
Agency251080,000$1,999/mo
EnterpriseCustom, uncappedCustomCustomCustom

Founder is built for one company running one brand. Team is the natural fit for a company with a handful of product lines or sub-brands, or a small internal team managing a couple of client accounts on the side. Agency is built for firms that manage client portfolios: 25 worlds is enough for most boutique and mid-size agencies to run their entire book without hitting the ceiling. If you manage more than 25 accounts, Enterprise removes the cap entirely, on custom terms.

Extra seats and extra worlds are two separate purchases. Team seats cost $79/seat/mo beyond the included 5, and Agency seats cost $49/seat/mo beyond the included 10. Founder and Enterprise cannot buy extra seats. None of this changes the world count on your plan. If you need more worlds, you move up a tier or negotiate an Enterprise plan.

Why isolated context matters for multi-brand work

The failure mode this design prevents is context bleed: an agent that has been working on Client A's positioning accidentally reusing Client A's competitor names, tone, or product claims when it turns to Client B. That's not a hypothetical inconvenience, it's the reason most generic AI tools are awkward to run across multiple accounts. A single shared memory means every new brand you add slightly pollutes every brand that came before it.

Orbitable's answer is structural rather than instructional. You don't have to remind an agent, in every prompt, which brand it's working on and what it must forget from the last one. The world itself is the boundary. Switch worlds, and the agent's inputs, ICP, and voice guide switch with it.

The other side of this is what the world model is designed to compound. Inside a single world, work by one agent feeds every other agent: a piece of positioning research done by a strategy agent becomes an input the content agents and sales agents draw on later, without you having to copy it across manually. That compounding effect happens within a world. It stops at the world boundary, which is exactly the point when the worlds represent different clients or different brands that must never share language, pricing, or competitive positioning.

What stays separate and what doesn't

Not everything about your account is world-scoped. Seats, credits, and plan-level features sit above the world layer and apply across your whole account.

DimensionScoped to the worldScoped to the account
ICP, brand voice, product catalogueYesNo
Uploaded knowledge baseYesNo
Competitor listYesNo
Credit balanceNoYes, shared pool across all worlds
Seats and loginsNoYes, shared across all worlds you have access to
Dock (client review surface)Yes, per clientAvailable as add-on or included depending on plan

Credits are the one resource that pools across every world in your account. Running five brands doesn't give each brand its own separate credit allowance, it draws from the same monthly total. Reviewing and approving work never costs credits, only the generative work itself does, and when the pool runs out, work pauses until a top-up or the monthly reset, with no overage billing.

Running this as an agency with multiple clients

Agencies get one additional piece of infrastructure that matters for multi-brand work: the Dock. It's a client-facing review surface where a client sees what's waiting for them, marks it up directly on the draft, sends it back, and approves finished work into a library. On Agency and Enterprise plans the Dock is included; on Founder and Team it's a $49/mo add-on. Because the Dock is scoped to the world it belongs to, a client only ever sees their own brand's queue, requests, and approvals. Internal team notes are never visible to the client, and there's no route by which one client's Dock surfaces another client's work, because they're different worlds entirely.

Adding a new brand when you outgrow your plan

If you're on Founder and take on a second brand, or on Team and land a sixth client, you need to move to the next plan tier rather than try to force two brands into one world. Mixing brands inside a single world defeats the isolation the architecture is built to provide, agents would start drawing on both brands' ICPs, voices and competitor lists at once. The correct move is a plan upgrade, which is also the point at which credits and seats increase alongside the world count.

FAQ

Does each world need its own subscription?

No. Worlds are bundled into a single subscription: Founder includes 1 world, Team includes 5, Agency includes 25, and Enterprise is custom and uncapped. You don't pay per world, you pay for the plan tier that includes the number of worlds you need.

Can agents see data from other brands' worlds?

No. Each world holds its own ICP, brand voice, product catalogue, competitor list, and knowledge base, and an agent working inside a world only reads from that world's data. Switching to a different world switches the agent's entire context with it.

What happens if I need more than 25 worlds?

You move to Enterprise, which is the only plan with no cap on the number of worlds. Enterprise pricing and terms are custom, so the exact number of worlds is agreed as part of that contract.

Do clients see other clients' work in the Dock?

No. The Dock is scoped to the world it's attached to, so a client only ever sees the queue, drafts, and approvals for their own brand. Internal team notes are never visible to a client, regardless of plan.

Can I add extra seats without adding worlds?

Yes. Seats and worlds are purchased separately. Team seats cost $79/seat/mo beyond the included 5, and Agency seats cost $49/seat/mo beyond the included 10, and neither purchase changes how many worlds your plan includes. Founder and Enterprise cannot buy extra seats.

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