Turn viral LinkedIn posts into fresh content published automatically

The system studies high-performing LinkedIn posts, then uses AI to write and publish new posts with images automatically.

How the work actually flows

A straight line. Runs once per one per target linkedin profile.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(["scheduled profile check"]):::trigtime s0[["check profiles for top posts"]]:::mi s1[("save qualifying posts to spreadsheet")]:::store s2["AI analyzes what worked"]:::task s3["draft new post and image"]:::task s4["publish to LinkedIn page"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"new AI-generated LinkedIn post published"/]:::out pay{{"content built from what already works"}}:::pay s4 --> 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 itA stepAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSocial Media ManagementImage & Media ProcessingSpreadsheet & Database Ops
Connects
LinkedInGoogle SheetsGeminiApifyHuggingFace

The problem it solves

You know posting consistently on LinkedIn drives growth, but figuring out what actually works takes constant manual digging through other people's feeds. By the time you spot a trend and write something similar, the moment has usually passed.

Who it fits

Social media managers and marketing agencies who run LinkedIn company pages and want content built from what's already proven to work.

How it works

  1. On a set schedule, the system checks target LinkedIn profiles for high-engagement posts
  2. Posts that pass a popularity threshold are saved to a spreadsheet
  3. AI reviews the saved posts to find what made them successful
  4. Gemini drafts a new original post based on those patterns, and an image is generated to match
  5. The finished post and image are published to your LinkedIn page automatically
What you get

Posts modeled on what already goes viral

You get new LinkedIn posts and images created from your best-performing content and published to your page automatically.

What you get

A new LinkedIn post with a custom image, published automatically to your company page, plus a spreadsheet log of trending posts.

What you need

A Google Sheets account, an Apify account, a Google Gemini API key, a HuggingFace API key, and a LinkedIn business account.

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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