LinkedIn Autopilot: from approval to autonomous publishing

Six gradual levels of autonomy. Start with manual approval for every post, move to automatic publishing for specific categories, reach full autonomy when trust is built.

6autonomy levels
100%Human-in-the-Loop
0LinkedIn ToS violations
24/7scheduled publishing

How it works

01

Choose your autonomy level

6 levels from "Manual" (zero automation) to "Full Auto" (autonomous publishing with retrospective notification). The choice is reversible anytime.

02

Define guardrail rules

Blocks for sensitive keywords, "silent" hours (e.g. weekends), daily post limit, approval requirement for specific topics. AI always respects your guardrails.

03

Autopilot publishes in your optimal slots

Based on your audience and past performance, Componi identifies hours with best engagement. Autopilot publishes only in those windows.

04

Complete log and rollback

Every Autopilot action is logged. You can review what it did, pause a post, or remove a published post. Full transparency.

A real case

Andrea, CEO of a tax law firm

Without Componi

Andrea knows he should publish more on LinkedIn to acquire clients, but his agenda is full of clients and court. Publishes 2 posts a month, inconsistent. When he ramps up frequency it's in "bursts": 5 posts in a week, then 3 weeks of silence.

With Componi

Andrea sets Autopilot to level 4 (Hybrid Auto): approves the weekly plan Sunday, Autopilot publishes 4 posts in his 4 optimal slots (Tue 8:30, Thu 12:00, etc.). Andrea dedicates 20 minutes Sunday evening. Rest is automatic. After 6 months: +280 qualified leads.

The 6 autonomy levels

L1 — Drafts only

The system generates, you approve. Every post requires your explicit approval.

L2–L3 — Quick approval

One-tap approval in Slack/email/app. The system proposes time and format.

L4 — Partial autonomy

Auto-publishing for safe categories (news sharing, greetings). The rest requires approval.

L5–L6 — Full autonomy

The system publishes autonomously. Safety guardrails active: PII check, tone check, rate limit, stop words.

What changes with Componi

Without Componi
With Componi
Forget to publish for weeks
Autonomous system that respects your rules
Publish at suboptimal times
Publishing in slots identified as high-engagement
Zero tracking of what went live and when
Complete log of every action with timestamp
Unsafe automations violate LinkedIn ToS
Human-in-the-Loop at every level above 3, 100% compliant
When you get helped you lose control
6 granular levels, from full control to full auto

Integrates with

Frequently asked

Is Autopilot compliant with LinkedIn ToS?

Yes. We only use the official LinkedIn API (via Zernio bridge in beta, LinkedIn Marketing Partner API coming Q3 2026). No scraping, no cookie hijacking, no browser bots.

Can I change autonomy level at any time?

Yes. Change is instant. If a post surprises you while you're on L5, you can go back to L2 in one click and review everything.

What are the L5-L6 safety guardrails?

Five checks before every autonomous publish: PII check (no private numbers, emails), tone check (no phrases outside your style), rate limit (max 2 posts/day), stop words (block sensitive topics), conflict check (no overlaps).

Does Autopilot also work for comment replies?

Comment replies follow a separate flow in the Engagement Inbox, with mandatory Human-in-the-Loop. There is no autopilot for comments — it's a compliance choice.

Try free → Explore all features