AI for LinkedIn agencies
The multi-client problem is contamination, and it is structural rather than a matter of care: six clients in one chat window will eventually produce client A’s proof point in client B’s post. These resources ship the structure that prevents it.
Structure first, then onboard. Retrofitting isolation onto six clients already running is considerably more work than setting it up once.
Planning capacity per client. LinkedIn’s ceilings are per account — six clients on one sending profile share one weekly invitation budget of roughly 100.
2 for this work
- Prompt
Agency Client Intake
A filled ICP, voice and product brief per client, plus an explicit list of what the kickoff failed to establish.
- Prompt
Multi-Client Workflow
A per-client folder and Project structure, a weekly routine, and the isolation rules that keep the work clean.
LinkedIn sells nothing for running several accounts. The one AI feature that fits an agency is a Company Page subscription
Every other AI feature LinkedIn ships is attached to one member or one seat, and every ceiling it enforces is per account. The single product that is bought per client rather than per person is the Premium Company Page, and it is priced per page.
| What LinkedIn calls it | What it does | Availability | What unlocks it | What that costs |
|---|---|---|---|---|
| AI-powered post writing for Premium Company Page | LinkedIn's introduction to Premium lists AI-powered post writing as something a Premium Company Page can use. | Gradual rollout | Premium Company Page | $99.99 a month, read from LinkedIn on 10 September 2026 |
Feature names are LinkedIn's own, read from its help centre and product pages on 20 September 2026; the prices come from this site's plan records and carry their own read dates per product family. Availability is LinkedIn's word, not a measurement — a gradual rollout means some accounts have it and LinkedIn does not publish which. The full records, with the ceilings and what LinkedIn declines to disclose, are on the LinkedIn AI features page.
The multi-account tools are priced per LinkedIn account, and that is the number to plan on
The 16 products in this group are the ones that drive an account, and the interesting column for an agency is not the feature list — it is the unit the vendor bills in. Several charge per connected LinkedIn account or per sender rather than per user, which means the bill scales with clients rather than with staff. The route each one takes is the other half of the decision.
It reaches whatever the page in front of you shows, and nothing while the browser is closed. LinkedIn’s Prohibited Software and Extensions policy names extensions that automate the site, and enforcement lands on the member account.
The same reach as the extension class and the same clause against it, with one real difference: the session stays on your machine rather than in a vendor’s datacentre. The computer has to be awake for anything to run, and moving it to a rented server to fix that puts the traffic back on a datacentre IP.
The widest reach of any class and the highest exposure. It runs without you, the credential sits with somebody else, and every action is attributable to your account — which is also the thing LinkedIn can restrict.
Unknown, which is the point. Nothing in this directory treats an unread claim as a capability, and nothing treats an unanswered question as a reassurance.
| Tool | How it reaches LinkedIn | What it does with your account | Account exposure |
|---|---|---|---|
| Octopus CRM | Chrome extension | Sends under your name | High |
| Linked Helper 2 | Desktop app | Sends under your name | High |
| Closely | Vendor cloud | Sends under your name | High |
| lemlist | Not established | Sends under your name | High |
One tool per route, alphabetically first within each, so nothing here reads as a pick — and exposure is derived from the route and whether the tool sends, not typed next to the vendor it flatters. All 16 in this group, filterable, are in the LinkedIn Automation AI directory; every record was read from the vendor's own pages on 20 September 2026.
Two of the servers below expose seat and rate-limit administration, which is the multi-account problem in one place
Most MCP servers assume one account. The two that do not put seats, rate limits and an approval gate behind tools an agent can call, which is either exactly what an agency wants or considerably more reach than it wants an assistant to have — and the directory says which is which.
A hosted service whose meta-tools expose more than 160 LinkedIn actions, discovered at runtime, including Sales Navigator and Recruiter messaging. The ones that write reach a real account, behind a server-side preview-then-confirm gate.
The operational half of an outbound platform, driven from a chat window: audiences, campaign drafts, inbox triage and SQL over your own funnel. Most of its tools never touch LinkedIn, and none of them launches a campaign.
A paid cloud-browser service whose tools cover messaging, connections, search, fetching, posting, engagement and Sales Navigator, plus admin tools that let an agent manage seats and rate limits. The MIT repository alone does nothing without the vendor.
A self-hostable four-container outbound application whose MCP server is a route on your own instance. Its read tools touch nothing on LinkedIn; its write tools start real invitations, messages and scheduled posts under your name.
4 of the 7 servers filed under messaging and connections, ordered by account exposure, lowest first. That is an ordering, not a recommendation: LinkedIn publishes no MCP server of its own and its User Agreement prohibits automated access by any means, so the directory puts that clause beside each record rather than ranking them. Read 20 September 2026.
What structure fixes, and what it does not
Stated here rather than left for a reader to discover, because the gap between what a prompt does and what people expect it to do is where the time goes.
The ceiling of roughly 100 a week is per account. Six clients sending from one profile share one budget; six clients on their own profiles have six, and six sets of exposure. No tool changes that arithmetic. The per-account ceilings, sourced.
Sales Navigator and Recruiter are licensed per seat, and the User Agreement requires one account per person and bars letting anyone else use yours. A shared login is the clause this domain will not work around.
Isolation is a folder structure and a per-client context file, not an instruction to be careful. The pack here ships the structure; keeping six clients in one chat window defeats it in about a fortnight.
The questions people arrive with, answered directly
How do agencies run LinkedIn AI for several clients without mixing them up?
One Project or folder per client, with that client’s context files attached and nothing else in the window. Contamination is structural: a shared chat holding six positioning documents will eventually put client A’s proof point in client B’s post, and no instruction prevents it reliably. The onboarding prompt here turns a kickoff call into those files so the structure exists from day one.
What do multi-account LinkedIn tools cost?
It depends on the unit, and that is the whole point: several vendors in this group bill per connected LinkedIn account or per sender rather than per user, so the bill grows with clients rather than with staff. 35 of the 42 tools in the directory publish figures at all, each recorded as the vendor displayed it on 20 September 2026, with the billing unit next to it.
Can one agency run outreach from a client’s LinkedIn account?
The User Agreement requires a real identity, one account per person, and bars letting anyone else use yours. That is the clause a shared sending profile breaches directly rather than at the edges. This site sold LinkedIn account rental until September 2026 and sells nothing of the kind now; it describes what the routes are and what they risk, and it does not route around that rule.
How much LinkedIn capacity does an agency actually have?
Roughly 100 invitations a week per account, adjusted down where acceptance is low, plus whatever InMail allowance each seat carries. Those are per account and per seat, so capacity planning is an account count, not a client count — and a client added without an account added is a client sharing somebody else’s budget.
Everything for agencies, in one folder
The Starter Pack bundles the twelve context files and the twelve most-used prompts as a zip — including the ones on this page. Free, and the ungated link sits under the form.