Cogny has had LinkedIn Ads for a while: campaigns, creatives, audiences, spend. The other half of LinkedIn, the posts you and your company publish every week, needed a separate tool. Not anymore. LinkedIn Organic connects your LinkedIn account to Cogny so your agent can write, publish and schedule posts on your own profile and on the company Pages you run, and tell you which Page posts actually earned their reach.

If you used Vibe Marketing Ninja to schedule LinkedIn posts from Claude: Vibe Marketing Ninja is now part of Cogny, and this is where that workflow lives now, with Page analytics added.

One click to connect. No developer app, no API keys.

TL;DR

LinkedIn Organic is live. Connect it from Settings → Cogny Managed MCPs → Community, sign in to LinkedIn, done.
Post as you or as your company. Your personal profile, or any company Page where you're a Super admin or Content admin.
Every post format: text up to 3,000 characters, 1–20 images, a PDF / PowerPoint / Word document shown as a swipeable carousel, an MP4 video, a link card, a poll, or a reshare.
Schedule: queue posts up to a year ahead. Cogny publishes each one within a minute of its time. Edit, reschedule or cancel anything still in the queue.
Measure your Pages: impressions, clicks, reactions, comments, reshares and engagement rate per post; follower growth, page views, and followers by seniority, job function, industry, company size and location.
Engage: comment, reply to comments and react as yourself or as the Page.
No extra credits. LinkedIn doesn't charge for its API, so a post or a read is an ordinary tool call on your plan.
A new LinkedIn Organic Signals weekly report ranks your Page's posts, checks your followers against your ICP, lists comments that need a reply, and drafts next week's posts for you to approve.

What you can do with it

Area	What your agent can do
Publish	`create_post` as `me` or a Page: text, images (up to 20), a document carousel, a video, a link card, a poll (2–4 options, 1 to 14 days), or a reshare with your commentary
Schedule	`schedule_post` with any of the above and a time (an ISO date-time, or a local time plus your timezone). `list_scheduled_posts`, `update_scheduled_post`, `cancel_scheduled_post` manage the queue
Page posts	`get_organization_posts` and `get_post`: text, content type and lifetime stats per post
Page performance	`get_organization_statistics` for follower gains (organic and paid), post impressions and engagement, and page views over any window up to 12 months
Audience	`get_follower_demographics`: followers by seniority, job function, industry, company size, country and region
Conversation	`get_comments`, `create_comment` (including replies to comments), `react_to_post` with any LinkedIn reaction
Identity	`get_me` for your profile, `list_organizations` for the Pages you can act for
Clean-up	`delete_post`

Write posts as plain text. Hashtags work as you type them, line breaks are kept, and you can mention a company with @[Name](urn:li:organization:<id>). Brackets, asterisks and other special characters are handled for you, so a post never gets cut off halfway.

Link posts get a proper preview card: if you don't give a title, description and image, Cogny reads them from the page you're linking to.

A loop that actually ships

"Which of our Page posts did best this month, and why?" — get_organization_posts ranked by impressions and engagement rate.
"Who actually follows us?" — get_follower_demographics, compared with your ideal customer profile.
"Turn our pricing guide into a carousel post for Tuesday 08:30 Stockholm time." — the agent drafts the text, attaches the PDF and calls schedule_post.
"What's queued for next week?" — list_scheduled_posts. Move or cancel anything with one more sentence.

In Cogny chat, publishing, scheduling, commenting and reacting always stop for your approval first. A post on LinkedIn is public the moment it goes out.

Your profile vs your company Page

LinkedIn treats the two differently, and so does what Cogny can show you:

	Your profile	Company Pages you admin
Publish and schedule posts	✅	✅ (Super admin or Content admin)
Comment and react	✅	✅
Read posts back	Only posts made through Cogny, via `list_scheduled_posts`	✅ every post
Post and follower analytics	—	✅

LinkedIn doesn't let third-party apps read personal-profile posts or their analytics. Everything you publish through Cogny is kept in your post history, so you always have a record of what went out, with links to each post.

The weekly report

Turn on LinkedIn Organic Signals under Reports. Every Monday it:

compares the week's follower gains, impressions, engagement rate and page views with the week before,
ranks the Page's posts and says what the winners have in common (format, hook, length, day and time),
checks your followers' seniority, job function and company size against your ICP,
lists comments that need a reply, each with a suggested reply,
drafts three posts for next week, with a suggested time for each.

It never posts or schedules on its own. Drafts land in the report; ask Cogny to schedule the ones you like.

Getting started

Open your workspace Settings → Cogny Managed MCPs.
Under Community, click Connect on LinkedIn Organic and approve Cogny on LinkedIn.
Ask your agent: "List my LinkedIn Pages, then show me the last 10 posts on our company Page with impressions and engagement rate."

Already using LinkedIn Ads? Connect LinkedIn Organic separately. They're two connections, so you can give an agent your ad account without letting it post, or the other way round.