Write and publish daily LinkedIn posts with an AI feedback loop

Writes a LinkedIn post each day, has AI score and refine it against your brand voice, then publishes it for you.

How the work actually flows

It repeats. Repeats post scores below brand bar.

Pattern: Structured Loop (21)

flowchart TD trig(["daily posting time arrives"]):::trigtime s0[("pull idea and brand brief")]:::store s1["draft post with ai"]:::svc s2["score and refine post"]:::svc s3["publish post to linkedin"]:::svc trig --> s0 s0 --> s1 s1 --> s2 lp{"post meets brand voice bar"}:::gate s2 --> lp lp -. "post scores below brand bar" .-> s1 lp -->|"finished"| s3 out[/"on-brand post published daily"/]:::out pay{{"consistent presence without daily writing"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itAn outside serviceA record or sheetRepeat or finishResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsSocial Media ManagementSurvey & Feedback
Connects
OpenAILinkedInNotion

The problem it solves

Posting consistently on LinkedIn means coming up with an idea, writing it well, and making sure it sounds like you, every single day. Most people can keep that up for a week or two before it quietly stops.

Who it fits

Creators, founders, or social media managers who want a steady LinkedIn presence without writing every post themselves.

How it works

  1. The process runs daily at a set time
  2. It pulls a content idea and your brand brief from your notes
  3. OpenAI drafts a post matching your brand voice
  4. A second AI pass scores the post and rewrites it until it meets your bar
  5. The approved post is published to LinkedIn automatically
What you get

A LinkedIn presence people notice

You keep a steady, on-brand LinkedIn presence with a new post going out every day.

What you get

A finished, on-brand LinkedIn post published automatically each day.

What you need

An OpenAI API key, LinkedIn API access, and a Notion account for your brand brief.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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