Put an AI agent to work on your LinkedIn content
Connect LinkedIn in one click and delegate the publishing: an autonomous agent that turns your source material into post drafts, schedules them to your profile and company page, reports on engagement, and coordinates lead follow-up in your CRM — always within LinkedIn's official terms. You set the autonomy, it does the work.
7-day trial · Cancel anytime
Fleece AI connects to LinkedIn through managed OAuth and lets agents draft and schedule posts to your profile and company page, repurpose content from your blog or Notion, and report on reactions, comments, and followers. Agents combine LinkedIn with 3,000+ apps — HubSpot, Salesforce, Gmail, Google Sheets — to coordinate follow-up after a prospect engages. It works within LinkedIn's official API and never automates connection requests, mass messaging, or scraping.
At a glance
| Category | Social |
|---|---|
| Availability | Pro plan and up — included in the 7-day trial |
| Connects to | 3,000+ apps via managed OAuth |
| Setup | Connect your tools — no code required |
| Autonomy | Suggest-only to fully autonomous, with approval gates |
| Pricing | 7-day trial (€1 card check, credited back), then paid plans |
By Loïc Jané · Updated July 5, 2026
What a Fleece agent does with LinkedIn
LinkedIn is where your professional brand and pipeline overlap — a steady cadence of posts on your personal profile and company page, comments and reactions to keep up with, follower growth to track, and prospects who engage with your content before they ever fill in a form. Keeping that consistent is real work, and it is easy to let the content calendar slip. A Fleece agent takes the repeatable part off your plate: it drafts, schedules, reports, and hands warm signals to your sales tools, so your presence stays consistent without a daily scramble.
Under the hood, the connection runs through managed OAuth — you authorize LinkedIn once, and Fleece handles tokens and scopes securely; you never paste keys into a flow. Working within LinkedIn's official API scope, the agent can compose and schedule posts to your profile and your company page, pull performance data on reactions, comments, and followers, and draft replies to comments for your approval. What it deliberately does not do is anything against LinkedIn's terms: no automated connection requests, no mass or automated DMs or InMail, no profile scraping. The value is in the content and the reporting, not in botting the network.
What separates this from LinkedIn's built-in scheduler or a generic social tool is judgment and reach across your stack. An agent reads your latest blog post or Notion doc, rewrites it as a LinkedIn post in your voice, schedules it to the content calendar, and later logs the engagement to Google Sheets. And because Fleece agents work as a hierarchy — a lead agent delegating to specialized child agents — the same agent that manages your content can hand a prospect who engaged to a CRM agent that drafts the follow-up in Gmail and updates HubSpot, keeping every touch inside your own systems.
What the agent can do in LinkedIn
Drafts and schedules posts
Writes posts in your voice and schedules them to your personal profile and company page across a planned content calendar.
Repurposes your content
Turns blog articles, Notion docs, and past updates into fresh LinkedIn drafts, adapted for the feed rather than copy-pasted.
Profile and company page
Manages publishing across both your personal profile and your organization's company page from one instruction.
Engagement reporting
Tracks reactions, comments, and follower growth on your posts and logs the numbers to Google Sheets for a running record.
Warm lead handoff
When a prospect engages with your content, coordinates the follow-up inside your CRM and Gmail — the agent works in your systems, not by messaging on LinkedIn.
Compliant by design
Stays within LinkedIn's official API scope — no automated connection requests, no mass DMs or InMail, no scraping — with approval gates on anything that posts.
Automations teams run on LinkedIn
These are concrete setups you can describe to a Fleece agent in plain language, all within LinkedIn's terms. Each one combines LinkedIn with other connected apps.
A content engine that never runs dry
When you publish a blog article or update a Notion doc, the agent drafts a LinkedIn post that reframes it for the feed, schedules it to your profile and company page, and records the slot in a Google Sheets content calendar. You review a queue of drafts once a week instead of writing from scratch every day, and every post waits for your approval before it goes live.
Warm follow-up after a prospect engages
When a prospect who engaged with your content is added to HubSpot, the agent drafts a personalized outreach email in Gmail referencing the topic they responded to, and logs the next step as a task on their contact record. The outreach happens through your CRM and email — the channels you own — not through automated LinkedIn messages.
Company page comments, answered with care
The agent reviews new comments and reactions on your company page posts, drafts suggested replies in your brand voice, and holds them for one-click approval. When a comment comes from an account that matches an open opportunity in Salesforce, it flags the sales owner by Gmail so a real person can pick up the conversation.
A weekly performance digest that writes itself
Every Monday the agent compiles reactions, comments, and follower growth across the week's posts into a Google Sheets dashboard, calls out the top-performing content, and notes what to double down on. Marketing gets a clear read on what resonates without anyone exporting numbers by hand.
How to connect LinkedIn to Fleece AI
Create your Fleece account
Sign up and start the 7-day trial. You land in a workspace where agents, flows, and integrations live together.
Connect LinkedIn via managed OAuth
Pick LinkedIn from the integrations catalog and authorize it in one click. Fleece manages tokens and scopes for you; access stays within LinkedIn's official API, and you can revoke it at any time from either side.
Describe the job in plain language
Create an agent and tell it what to do — "turn each new blog post into a LinkedIn draft, schedule it to my profile and company page, and log engagement to Sheets". No flow diagram to build.
Set autonomy and approval gates
Choose what the agent may do on its own and what waits for your sign-off. Publishing a post or a public reply can pause for one-click approval so nothing goes out in your name unreviewed.
Run it on triggers or a schedule
Let the agent react to events in your stack — a new blog post, a CRM update — or schedule recurring flows like a weekly content batch and a Monday performance digest that run without you.
LinkedIn works better with the rest of your stack
LinkedIn automation gets powerful when it crosses app boundaries — and stays compliant by keeping outreach inside the channels you own. Pair LinkedIn with Notion and your blog so published content becomes scheduled posts, with Google Sheets so engagement is tracked in a living dashboard, with HubSpot or Salesforce so an engaged prospect becomes a tracked opportunity, and with Gmail so warm follow-up goes out as a real, personal email — all through the same agent, all under the same approval rules. Fleece connects to 3,000+ apps, so the stack you already use is almost certainly covered.
Frequently asked questions
Go deeper on the blog
Keep your LinkedIn presence consistent
Connect LinkedIn in one click, describe the job in plain language, and let an autonomous agent run your content and reporting — within LinkedIn's terms. 7-day trial, cancel anytime.
Powered by Fleece AI · autonomous agents for 3,000+ apps