A business you run with AI

Start a LinkedIn ghostwriting business with AI doing the delivery

Founders and executives want a LinkedIn presence but never write. Actionist drafts their monthly posts from a short call, manages the approval round, and schedules everything to go live while you keep your day job.

Actionist drafts every post in each client's voice. You approve the content before anything goes live on their profile.

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Your AI workforce

$2,000+per client, you set it

$120,000a year at 5 clients a month

6phases Actionist runs

Actionist operatesActionist App Store

Starting a LinkedIn ghostwriting business means writing posts for busy founders and executives in their voice and doing it at scale. For most operators that means dozens of hours each week drafting, revising, scheduling and reporting. Actionist is an AI agent that operates real apps the way a person does, so it can draft posts from a client's call notes and questionnaire answers, manage the approval round, schedule the batch in Buffer, and track what lands, all working through the plan in the background while you land the clients and keep your day job.

You do not need to be a professional copywriter and you do not need a team of writers. You bring the ear for how a founder talks and the relationships to get them on a call. Actionist does the drafting, the scheduling and the follow-up admin. You approve every post before it goes out on a real person's profile, and you decide which clients are worth keeping.

start a linkedin ghostwriting businesslinkedin ghostwriting business with AImake money linkedin ghostwritinglinkedin content agency for foundersghostwrite linkedin posts for executives

Your opportunity

The opportunity

Why this works

Founders and executives know they should be active on LinkedIn but consistent posting is the one task that never makes it into the week. A ghostwriter solves that, and the market is enormous: millions of B2B professionals want a LinkedIn presence and will pay a monthly retainer to get it done properly.

Because Actionist drafts the content in the background from notes you capture on a short monthly call, you can manage far more clients than a solo writer normally could, without the endless hours at a keyboard.

What matters to you

Recurring retainer income
Clients pay monthly and rarely cancel once they see inbound leads from their posts. Retainers last years.
High-value, low-volume clients
A single founder can pay $2,000 to $5,000 a month. Even a handful of clients is a meaningful income.
Massive, underserved market
Most B2B founders know they should post more. Almost none do. The gap between intent and output is your opportunity.
No publishing platform needed
Actionist works inside LinkedIn, Buffer and Google Docs like a person would, with no API setup or custom tooling.

Your projection

Run your own numbers

Your projection

Set the numbers, see the picture

Price per client

$2,000

clients a month

Per month

$10,000

Per year

$120K

Illustrative, based on the numbers you enter. Monthly retainer. Add extra posts as upsell packages.

Getting started

What it actually takes to start

Running a LinkedIn ghostwriting agency used to mean a team of writers and a production line. Actionist does the content work, so the bar to start is much lower than the name suggests.

What you don't need

A team of writers
Actionist drafts every post from your client's call notes and their answers.
To be a professional copywriter
You listen for the founder's voice on a call. Actionist does the drafting.
An existing audience or social following
You are building your clients' audience, not your own.
Expensive content tools or agency software
To quit your day job
The drafting and scheduling happen in the background around your schedule.

What you bring

An ear for how people talk
The ability to pick up a founder's voice and opinions on a short call.
A few hours a week for calls and approvals
Mostly reviewing post drafts and hosting short monthly strategy calls.
A laptop and Actionist
That is the whole setup.

If you can listen to how a founder talks about their work and spot the ideas worth sharing, Actionist can do the writing from those notes.

How Actionist works

How it works

How Actionist builds the business

You do not run the day-to-day of this business, Actionist does. Here is how it works on any business idea, applied to LinkedIn ghostwriting: you pick it, the agent plans every task, then works through them and brings you the few that need a human.

01
You pick the niche and set your terms
You choose which founders to serve, your monthly price, how many clients you can take, and how many posts each client gets. That brief is the only heavy thinking you do. Everything after this, Actionist plans and runs around your schedule.
A clear brief that Actionist can plan against.
02
Actionist maps every task and subtask
Actionist breaks the whole business into a plan: the stages to launch, the tasks under each stage, and the subtasks under each task. You see the full scope in one place, from setting up your intake form to scheduling a client's first post batch.
A complete task plan for the business.
03
It schedules the work and does the drafting
Actionist schedules the tasks and works through them one by one, around the clock, so progress continues while you are at your job. It prospects founders on LinkedIn, processes voice questionnaire answers, and drafts posts in each client's tone while you carry on with your day.
Drafted posts and a full prospect pipeline, without you at the keyboard.
04
It assigns you the human-only tasks
Some tasks only you can do, like taking the voice capture call with a new client or opening a business bank account. Actionist assigns those to you with everything you need, then carries on with the rest of the plan once they are done.
A short, clear to-do list, just for you.
05
It asks before anything goes out on a client's profile
Before Actionist schedules a post to a founder's LinkedIn, sends outreach from your inbox, or raises an invoice, it stops and asks you to approve. You choose how hands-on to be per task, from approving every message to letting routine scheduling run.
You stay in control of every client-facing move.
06
You keep your day job and check in
You run this around your job. Check the board when it suits you, approve the post batches waiting for your sign-off, and message Actionist over Telegram or Slack to nudge or change anything. The business keeps moving between your check-ins.
A business that grows around your schedule.

Your agent team

Actionist is your whole team

You are one person. Actionist is the whole team. Here is every role it plays to build and run the ghostwriting agency, and the one part of each that stays with you.

~50 hrs/week of work by hand, run by your agents instead

Find founder clients

prospecting and outreach

Sales Agent

Your sales agent finds founders and executives on LinkedIn who want a consistent presence and drafts the outreach that starts the conversation.

If you did this by hand

Find founders in your niche who rarely postFilter by company size, niche and engagementFind the right email or connection routeWrite every first outreach message by handTrack who has replied and who to follow upChase warm leads who went quiet

~8 hrs/ week

prospecting, personalising outreach and chasing replies.≈ 4 days a month you do not have, handled for you.

What your agent does

A pipelineof qualified founders to approach

Draftedoutreach ready for your approval

Build the prospect list
Searches LinkedIn for founders in your niche whose posting is sparse or absent and notes why each one is worth approaching.
Draft the outreach
Writes a first message that names something specific about their work and explains the value of consistent posting.
Follow up on warm leads
Sends a polite nudge to founders who opened but did not reply, so no interested lead slips through.

Your part

Outreach waits for your yes before it sends. You approve the message and the list it goes to.

Apps your agent could useSee full Actionist App Store →

Book calls and monthly capture sessions

scheduling and call coordination

Reception Agent

When a founder replies, your receptionist answers, qualifies them, and books the discovery call straight into your calendar. It also books the monthly voice capture sessions you need to keep drafting their posts.

If you did this by hand

Reply to every interested founderAnswer the same questions about the service againOffer times that work for youSend calendar invites and remindersReschedule no-shows by handCoordinate monthly calls across all active clients

~5 hrs/ week

answering replies and keeping all calls in your diary.≈ 3 days a month you do not have, handled for you.

What your agent does

Answeredevery reply, in your tone

Bookedinto your live calendar

Handle the reply
Responds to interested founders, answers the common questions and keeps them warm until the call.
Book the call
Offers times from your real calendar and sends the confirmed invite with a brief pre-call note.
Prep for the voice session
Sends the voice questionnaire before the monthly capture call so the founder arrives with their ideas ready.

Your part

You take the discovery call and the monthly voice session. The agent makes sure both are in your diary with everything you need.

Apps your agent could useSee full Actionist App Store →

Build the content pipeline

intake forms and workflow setup

Developer Agent

Your developer agent sets up the systems that make the agency work at scale: the intake forms, the content trackers, the approval templates and the scheduling pipeline.

If you did this by hand

Build the client intake form from scratchBuild a content tracker in a spreadsheetSet up an approval email template for each clientWire up the scheduling pipeline manuallyRebuild forms when a client's scope changes

~6 hrs/ week

building and maintaining the forms, trackers and workflow tools.≈ 3 days a month you do not have, handled for you.

What your agent does

One pipelinefrom intake to published post

Templatesready for every new client

Build the intake and questionnaire
Creates the voice questionnaire in Typeform and connects it to your Notion client database.
Set up the content tracker
Builds the monthly content calendar in Google Sheets or Airtable, with status columns for each post.
Prepare the approval workflow
Creates the review doc format each client uses and the email template that sends them the batch.

Your part

You define the workflow you want. The agent builds it and keeps it running.

Apps your agent could useSee full Actionist App Store →

Draft posts in their voice

content writing and calendar management

Executive Agent

Your content agent reads each client's voice brief and monthly call notes and drafts the full post batch in their tone, ready for your review.

If you did this by hand

Read call notes and questionnaire per clientWrite every post from scratch in their toneAdapt the hook, body and CTA to the founder's styleManage a content calendar across multiple clientsRevise drafts after every round of feedbackResearch trending topics in the client's niche

~12 hrs/ week

writing 10 to 15 posts per client per month, in their voice.≈ 6 days a month you do not have, handled for you.

What your agent does

Per clienta full month of posts, drafted

Voice-matchedtone calibrated from the call notes

Draft the monthly batch
Reads the voice brief and recent call notes and writes each post with the right hook, depth and call to action.
Keep the content calendar
Logs each draft in the content calendar and tracks which posts are awaiting approval, edited or scheduled.
Revise after feedback
Incorporates client edits and resubmits cleanly so the approval round stays short.

Your part

You read the drafted batch and mark any changes before it goes to the client. You are the taste gate.

Apps your agent could useSee full Actionist App Store →

Schedule and track performance

publishing and LinkedIn analytics

Technical Agent

Your analytics agent schedules the approved posts in Buffer at optimal times, watches what lands on LinkedIn, and pulls the data you need for each client's monthly report.

If you did this by hand

Upload each approved post to the schedulerPick the best posting time for each clientPull impressions and reactions from LinkedInCompile metrics into a readable reportNote which post formats are working each week

~5 hrs/ week

scheduling posts and tracking performance across all clients.≈ 3 days a month you do not have, handled for you.

What your agent does

Scheduledposts queued at the right time

Trackedengagement pulled every week

Queue the posts in Buffer
Uploads each approved post with the scheduled time, format and any media, so nothing misses its slot.
Pull performance from LinkedIn
Reads impressions, reactions and follower growth each week and logs it in the tracker.
Flag what is working
Spots the post formats and topics getting the most reach and notes them for next month's brief.

Your part

You confirm the schedule looks right before posts go live on a real person's profile.

Apps your agent could useSee full Actionist App Store →

Handle client feedback

revisions and client communications

Support Agent

Your support agent handles the ongoing questions and revision requests from each client, so the feedback loop stays fast and you are only pulled in when a decision needs you.

If you did this by hand

Reply to every client question about the postsCollect revision notes from multiple threadsPass feedback to the content writer accuratelyConfirm when edits are doneHandle scope creep from demanding clients

~6 hrs/ week

collecting feedback, answering questions and managing revision rounds.≈ 3 days a month you do not have, handled for you.

What your agent does

Answeredclient questions, with full context

Trackedevery revision request, closed cleanly

Collect the revision notes
Reads the client's feedback from email or Telegram, organises it by post and passes it to the drafting agent.
Answer the routine questions
Handles the where-is-my-batch and can-you-change-this queries from the project notes and your service scope.
Flag the ones that need you
Routes the requests that need your judgment, like a client wanting to pivot their niche, to you over Telegram with the full context.

Your part

You handle the relationship and the decisions that change the scope or the strategy. The agent handles the repetition.

Apps your agent could useSee full Actionist App Store →

Keep clients and win referrals

retention and referral management

CRM Agent

Your CRM agent keeps every active and past client warm, tracks renewal dates and writes the referral asks that grow the book without you ever having to chase.

If you did this by hand

Remember every client and when to check inTrack renewal dates across all retainersWrite each retention message from scratchSpot clients who have gone quietAsk the happy ones for referrals at the right moment

~4 hrs/ week

monitoring renewal dates and keeping client relationships active.≈ 2 days a month you do not have, handled for you.

What your agent does

Trackedevery client and their renewal date

Draftedretention and referral messages ready to review

Watch renewal dates
Flags any retainer coming up for renewal and drafts the check-in message before the deadline arrives.
Prepare the monthly report
Compiles each client's engagement metrics into a clean one-page summary that reminds them of the results.
Draft the referral ask
Spots the clients whose engagement is growing and writes a referral request at the moment they are most likely to say yes.

Your part

You approve messages before they go to people you have a real relationship with. The agent never reaches out behind your back.

Apps your agent could useSee full Actionist App Store →

Run billing and admin

invoicing, contracts and onboarding docs

Operations Agent

Your operations agent runs the billing cycle, the contracts and the onboarding paperwork, so the admin never piles up and nothing falls through the cracks.

If you did this by hand

Raise and send invoices at the start of every monthChase clients who are late payingPrepare the service contract for each new clientKeep track of what each client is owedManage renewals and price updates in billing

~4 hrs/ week

invoicing, contract management and chasing overdue payments.≈ 2 days a month you do not have, handled for you.

What your agent does

Invoicedat the start of every month

Chasedoverdue payments before they go stale

Raise monthly invoices
Prepares the recurring invoice in Stripe at each client's agreed rate and sends it on the right day.
Send the service contract
Generates the contract from your template when a new client signs and sends it for signature.
Chase overdue payments
Spots invoices that have not been paid and drafts a polite payment reminder for your approval.

Your part

You approve every invoice and contract before it goes out. Money never moves without you.

Apps your agent could useSee full Actionist App Store →

Your task plan

The task centre

Every task it takes, and who does it

This is the plan Actionist builds to launch and run the ghostwriting agency: every stage, task and subtask. The work is split across your Actionist agents, from finding founders to drafting posts to getting you paid. Only a few tasks and approvals are left to you.

32 tasks·96 subtasks

Actionist 25You 3Approval 4Actionist handles ~78%

TaskStatusAssignee

Done

Executive Agent

Research market rates for LinkedIn ghostwriting retainers

Done

Draft your starter, growth and premium package tiers

Done

Write a one-page service menu you can share on a call

Done

Operations Agent

Draft the questions that reveal a founder's voice and opinions

Done

Build the questionnaire in Typeform

Done

Test it and save the link to your tracker

Done

To do

You

In progress

Operations Agent

Scheduled

Operations Agent

An example plan Actionist builds for this business. Yours adapts to your pricing, your niche and the number of clients you start with.

Under the hood

What one automation looks like

Trigger·A client's monthly post batch is approved and ready to go live on their LinkedIn.

read

Step 1

Google Docs

Read the approved posts from the client review doc

write

Step 2

Buffer

Set up the post schedule in Buffer with optimal posting times for the client's audience

Confirmation

Step 3

Human

You confirm the schedule looks right before any post goes live on the client's profile

write

Step 4

Buffer

Buffer publishes each approved post to LinkedIn at the scheduled time

write

Step 5

Google Sheets

Log the published posts and their dates in the content tracker

Saved per run

~2 hrs

Runs / week

~2×

Posts go live on time with no manual calendar management.

The payoff

Your week

All it asks of you

Here is what a week actually looks like once it is running. Your agents keep the business moving every day. You step in for a handful of moments, the ones worth your judgment, and the rest of your week stays yours.

You

About an hour

across the whole week, on your own time

5 touchpoints · about 85 min all week

Your agents

Every day

finding founders, drafting posts and managing approvals in the background

7 jobs running in the background

Your team

Mon

Your part

10 min

Approve this week's outreach batch

On shift

EATACASARA

13 tasks today

Drafts posts in each client's voice from their call notes

Schedules the approved posts in Buffer and pulls engagement data from LinkedIn

Tue

Your part

30 min

Take one discovery call

On shift

SAOAEATACASA

16 tasks today

Collects client revision notes and passes them to the content agent

Sends monthly invoices and chases anything overdue

Wed

Your part

All handled

On shift

SARASAOAEA

15 tasks today

Searches LinkedIn for sparse posters and drafts outreach for you

Books discovery calls and monthly voice sessions onto your calendar

Thu

Your part

20 min

Review this month's post drafts

On shift

TACASARASAOA

15 tasks today

Schedules the approved posts in Buffer and pulls engagement data from LinkedIn

Prepares monthly performance reports and watches renewal dates

Fri

Your part

10 min

Approve a voice brief for a new client

On shift

OAEATACASA

14 tasks today

Sends monthly invoices and chases anything overdue

Drafts posts in each client's voice from their call notes

Sat

Your part

All handled

On shift

RASAOAEATACA

17 tasks today

Books discovery calls and monthly voice sessions onto your calendar

Collects client revision notes and passes them to the content agent

Sun

Your part

15 min

Skim the weekly performance numbers

On shift

CASARASAOA

13 tasks today

Prepares monthly performance reports and watches renewal dates

Searches LinkedIn for sparse posters and drafts outreach for you

Your full team runs in the background, every day.

Approve this week's outreach batch10 min
mon · A quick yes before the agent sends to founders.
Take one discovery call30 min
tue · The agent booked it; you show up.
Review this month's post drafts20 min
thu · Read the batch and mark any changes before it goes to the client.
Approve a voice brief for a new client10 min
fri · Check the tone is right before drafting starts.
Skim the weekly performance numbers15 min
sun · See what posted, what worked, what is next.

Your team, every day

SA
Sales Agent
Searches LinkedIn for sparse posters and drafts outreach for you
EA
Executive Agent
Drafts posts in each client's voice from their call notes
RA
Reception Agent
Books discovery calls and monthly voice sessions onto your calendar
TA
Technical Agent
Schedules the approved posts in Buffer and pulls engagement data from LinkedIn
SA
Support Agent
Collects client revision notes and passes them to the content agent
CA
CRM Agent
Prepares monthly performance reports and watches renewal dates
OA
Operations Agent
Sends monthly invoices and chases anything overdue

The payoff

What you walk away with

No keyboard
You never write the posts
Actionist drafts every post in each client's voice from the notes you capture on a short monthly call.
Around your job
Run it while employed
Actionist works the plan in the background and only brings you the approvals, so you can build this without quitting your day job.
Monthly retainer
Recurring income from each client
Clients pay monthly and rarely cancel once their LinkedIn posts start generating inbound leads.

Before and after

Doing it alone vs with Actionist

On your own

~31h / week

every job below lands on you

With Actionist

minutes to review

it runs all 10 in the background

1Writing posts
10h/wk
Hours at the keyboard for every client
You write 10 to 15 posts per client from scratch every month, switching voices and juggling different niches.
ActionistOff your plate
Drafted in their voice from your call notes
Actionist reads the voice brief and monthly call recording and writes each post, ready for your review.
2Finding founder clients
5h/wk
Manual LinkedIn research and cold outreach
You search profiles by hand, judge who fits your niche and write every first message yourself.
ActionistOff your plate
A ranked prospect list with drafted outreach
Actionist finds founders with sparse posting histories and drafts the first message for your approval.
3Client approval rounds
3h/wk
Back-and-forth revisions across every client
You collect feedback from multiple inboxes, interpret vague edits and rewrite posts until the founder is happy.
ActionistOff your plate
Organised feedback, edits applied cleanly
Actionist collects revision notes, applies the edits and closes the round so the batch is ready for scheduling.
4Scheduling and publishing
2h/wk
Uploading every post by hand each month
You copy each post into a scheduler, pick the time, add any media and double-check the queue for every client.
ActionistOff your plate
Posts queued in Buffer after your approval
Actionist uploads the approved batch to Buffer at the right times. You confirm the schedule before anything goes live.
5Monthly performance reports
2h/wk
Pulling data and writing reports for every client
You extract LinkedIn metrics, paste them into a template and write up the highlights for each founder.
ActionistOff your plate
A ready-to-send report each month
Actionist pulls the engagement data, formats the summary and highlights what worked, ready for your approval.

1Onboarding new clients
2.5h/wk
Questionnaires, calls and voice briefs by hand
You send the intake form, chase missing answers, host the capture session and write up the briefing doc yourself.
ActionistOff your plate
Processed voice brief from the capture session
Actionist builds the intake form, processes the questionnaire and turns your capture session into a drafting guide.
2Content research
2h/wk
Keeping up with each client's niche
You scan industry news, LinkedIn trends and competitor content for each founder's niche every month.
ActionistOff your plate
Topic suggestions pulled each month
Actionist pulls relevant news and ideas from each client's niche and maps them to the right post format.
3Monthly strategy calls
1.5h/wk
Booking and prepping each call yourself
You send the calendar invite, pull the performance numbers together and write the talking points for every client.
ActionistOff your plate
Call booked and brief prepared for you
Actionist books the slot with the client and prepares a talking-points doc from the performance report so you walk in ready.
4Client questions and requests
1.5h/wk
Ad hoc messages landing in your inbox
Every where-is-my-batch and can-you-tweak-this message interrupts your day and lands on your plate to answer.
ActionistOff your plate
Answered and organised before they reach you
Actionist handles the routine questions from your service notes and routes only the decisions that need your judgment.
5Invoicing and billing
1h/wk
Invoices you forget to raise on time
You manually prepare each invoice at the start of the month and chase late payments when you remember.
ActionistOff your plate
Invoices raised and chased on schedule
Actionist prepares the invoice in Stripe and, once you approve, sends it. Overdue ones get a polite chase.

That is roughly 31 hours of work handed off every week, while you keep your day job

The tools

The apps Actionist operates

View Actionist App Store

Stay in control and start

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Trust and control

You stay in control

This is your clients' LinkedIn profiles and their professional reputations. Actionist asks before it publishes anything, reaches out on your behalf, or raises a payment, and it keeps a record of every action so you can see exactly what happened.

You approve every post before it goes live

No post is scheduled to a client's LinkedIn until you have read the batch and given your yes.

You approve outreach before it sends

Every cold message to a founder waits for your approval. Your name and reputation stay yours to protect.

Everything is logged

Each action the agent takes is recorded, so you can review what was drafted, sent and published at any point.

Your accounts, your clients

Actionist works inside your own app logins. You keep ownership of every client relationship and content asset.

Choose how hands-on it is

Pick approval modes per task, from reviewing every message to letting routine scheduling run on its own.

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FAQ

Questions about this idea

Do I need to be a professional writer to start a LinkedIn ghostwriting business?

No. You need a good ear for how a founder talks and the ability to pick up their voice on a short call. Actionist does the drafting from your notes and the voice brief. You review the posts before they go anywhere.

Can I really run a linkedin ghostwriting business with AI while keeping a day job?

Yes. Actionist works through the plan in the background and only comes to you for quick approvals and the monthly capture sessions. Most operators spend about an hour a week on approvals and a few hours on calls.

How does Actionist learn each client's voice?

You take a short voice capture call with each new client and ask them about their opinions, stories and the topics they want to own. Actionist processes the recording and the questionnaire answers into a voice brief, which every draft is written against from that point on. You approve the brief before drafting starts.

Will it post to LinkedIn without the client seeing the posts first?

No. Every post batch is formatted into a review doc that goes to the client before anything is scheduled. Nothing is published until the client approves and you confirm the schedule.

How do I find founders to work with?

You choose a niche, such as B2B SaaS founders or agency owners, and Actionist searches LinkedIn for people whose posting is sparse or absent. It drafts a personalised outreach message for your approval, and you send it. Interested founders book a call through your Calendly link.

How do I actually get paid?

Actionist raises the monthly invoice in Stripe at your agreed rate and sends it once you approve. Clients pay by card or bank transfer through a payment link. Overdue invoices get a polite chase drafted for your review.

What if a client wants changes to the posts?

Revision requests come in over email or Telegram. Actionist reads the feedback, organises it by post and makes the edits. You see the revised batch before it goes back to the client, so you stay in control of what goes on their profile.

How many clients can I manage?

That depends on how many calls you can take each month. Most of your time goes on voice capture sessions, post approvals and an occasional strategy call per client. Operators using Actionist to handle the drafting and scheduling can typically manage five to ten clients without a team.

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Your opportunity

Why this works

Run your own numbers

Set the numbers, see the picture

What it actually takes to start

How Actionist works

How Actionist builds the business

You pick the niche and set your terms

Actionist maps every task and subtask

It schedules the work and does the drafting

It assigns you the human-only tasks

It asks before anything goes out on a client's profile

You keep your day job and check in

Actionist is your whole team

Find founder clients

Your task plan

Every task it takes, and who does it

What one automation looks like

The payoff

All it asks of you

What you walk away with

Doing it alone vs with Actionist

The apps Actionist operates

Stay in control and start

Already run this business?

You stay in control

Questions about this idea

Start the business you keep thinking about.