
Lina, your AI LinkedIn agent and ghostwriter
On LinkedIn, the posts that work are rarely the polished ones. They are a founder telling what really happened, and what they learned from it. Lina is Toby’s AI LinkedIn agent: an AI LinkedIn ghostwriter who finds those stories in your business, in your Brand Brain and in your customer calls, and turns them into posts with one idea and a clear lesson. She prepares the post, the carousel outline or the company page update. You copy it, publish it on LinkedIn and click “Mark as published”.
At a glance
- Mission
- Turns your real stories and customer calls into founder posts and carousels for LinkedIn.
- Default autonomy
- Ask before publishing
- Tools
- LinkedInFireflies.aitl;dvFathomAny notetaker
What Lina does
Writes founder posts from real moments
A lost deal, a pricing change, a customer who almost churned, the feature you killed. Lina’s method is “story, then lesson”: a real moment, what it taught you, and a soft call to action at most. One idea per post, short lines, no motivational filler.
Uses your customers’ actual words
Connect Fireflies, tl;dv, Fathom or any notetaker through Zapier or Make, and each meeting becomes a summary in #team with customer pains, objections and exact quotes, saved to Toby’s memory. Lina uses those quotes, attributed by role, never by name, so posts sound like the market you serve. Full transcripts are not kept.
Plans a sustainable rhythm
For a B2B founder who rarely posts, Lina starts with three posts a week, written in advance, so the habit survives a busy week. The drafts sit in Content and in the Calendar, with a reminder when it is time to post.
Builds carousels and case studies
Some ideas need slides: a framework, a before and after, a customer’s numbers. Lina writes the carousel slide by slide, with the text for each one. For happy customers, she prepares the interview questions and a case study template, so proof becomes content.
Keeps the company page alive
Product updates, hiring, a customer milestone, a repost of the founder’s best post with a short angle. Lina drafts company page posts that complement the founder’s profile instead of repeating it.
Example outputs
What Lina prepares for you, shown on fictional businesses. Yours are built from your site, your Brand Brain and your data.


A carousel outline

Case study interview kit
The playbooks
- 1
Story, then lesson
A real moment from the business, the lesson it taught, a soft call to action. It is Lina’s default structure because it shares expertise without sounding like an ad.
- 2
Founder-led LinkedIn, three posts a week
From Toby’s library of proven plays: for B2B or premium brands whose founder has a story but rarely posts. The deliverable is the first three posts, written from the founder’s real story and numbers.
- 3
Turn customers into case studies
For B2B companies with happy customers but no case studies with numbers: interview questions, a case study template and three customers to ask.
- 4
Recycle the winners
A post that clearly outperformed the others goes to Kai for an X thread, and to Jade or the newsletter when it fits. The idea gets more reach without new writing.
How approval works
Lina never posts on LinkedIn. Every post, carousel and company page update is a draft in Content and in the Calendar.
When it is time to publish, Toby reminds you in #team: copy the text, post it on LinkedIn, then click “Mark as published”.
Customer quotes from meetings are used only as they were said, attributed by role. Remove any you prefer to keep private.
Autopilot does not apply to LinkedIn: without a direct connection, nothing is posted for you.
Tools Lina works with
Direct LinkedIn publishing needs LinkedIn to approve Toby’s app, so today Lina prepares drafts you copy and post yourself. Meeting notetakers (Fireflies, tl;dv, Fathom, or any via Zapier or Make) feed real customer quotes into Toby’s memory.
LinkedIn
Coming soon · drafts todayDrafts ready to post today; direct publishing after LinkedIn approves the app.
Fireflies.ai
Ready to useNew meeting notes become a summary in #team, with actions assigned to agents.
Lina with Fireflies.aitl;dv
Ready to useMeeting insights feed Toby's memory (Business plan API key).
Lina with tl;dvFathom
Ready to useDecisions, objections and customer quotes kept; transcripts are not stored.
Lina with FathomAny notetaker
Ready to useOtter, Granola, Zoom, Google Meet… through a Zapier or Make webhook.
Lina with Any notetaker
Frequently asked questions
Can an AI LinkedIn ghostwriter really sound like me?
It gets close when it works from real material: your stories, your numbers, your customers’ words. Lina reads your Brand Brain’s brand voice document and Toby’s memory, which keeps your edits and preferences. Read every draft before posting: it is your name on it, and an AI can get a detail wrong.
Does Lina publish directly on LinkedIn?
Not today. LinkedIn requires an app review before a tool can publish for you, and that review is pending. Lina prepares the post, Toby reminds you at the planned time, and you publish it in a minute. Even once connected, posts will wait for your approval.
Is it honest to use a ghostwriter on LinkedIn?
Ghostwriting is common on LinkedIn, and it stays honest when the stories, opinions and numbers are really yours. That is how Lina works: she shapes what happened, she does not invent experiences, customers or results.
Where do the stories come from if I don’t have time to brief her?
From what Toby already knows: the Brand Brain built from your site, decisions and results saved in memory, and meeting notes if you connect a notetaker. You can also send Lina a two-line voice-of-founder note in a DM, or from Slack, and she turns it into a draft.
How often should a founder post on LinkedIn?
Consistency matters more than volume. Lina usually suggests three posts a week for a founder starting out, prepared in advance. If that is too much, two good posts a week beat five rushed ones.
Does Lina handle LinkedIn Ads?
No. LinkedIn Ads also waits for LinkedIn’s app review, and Toby never launches or edits ad campaigns by itself. Lina focuses on organic posts, carousels and the company page.

Put Lina to work on your business
Create your account, paste your URL and get your growth audit, your Brand Brain and your first three recommendations, already prepared.
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