Turn a quick Telegram message into a polished LinkedIn post

Send a message or link on Telegram and get back an AI-drafted LinkedIn post ready for your approval.

How the work actually flows

It repeats. Exactly one path is taken; repeats creator requests edit; a person has to approve before it continues.

Pattern: Exclusive Choice (4) · Simple Merge (5) · Structured Loop (21)

flowchart TD trig>"user sends telegram message"]:::trig s0["classify request type"]:::task s1["draft linkedin post"]:::task s2(("send preview for approval")):::human s3["publish approved post"]:::svc trig --> s0 hg(("creator approves or edits")):::human s1 --> hg hg -->|"approved"| s2 hg -. "sent back" .-> s1 gx{"× what type of input"}:::gate s0 --> gx p00["fetch article content"]:::task gx -->|"article link"| p00 p10["search recent news"]:::task gx -->|"news topic"| p10 p20["use message directly"]:::task gx -->|"direct idea"| p20 jn{"○ content ready to draft"}:::gate p00 --> jn p10 --> jn p20 --> jn jn --> s1 lp{"creator approves post"}:::gate s2 --> lp lp -. "creator requests edit" .-> s1 lp -->|"finished"| s3 out[/"published linkedin post"/]:::out pay{{"consistent linkedin presence with less effort"}}:::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 itA stepAn outside serviceA personOne path onlyPaths rejoinRepeat or finishResultPayoff
Build size
Advanced

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

Business functions
Social Media ManagementContent Generation & CopywritingMessaging & NotificationsSpreadsheet & Database Ops
Connects
TelegramLinkedInGoogle GeminiGoogle SheetsFirecrawlBrave Search

The problem it solves

You know you should be posting on LinkedIn regularly, but writing a polished post from scratch every time takes more time than you have. Good ideas end up sitting in notes instead of turning into content.

Who it fits

Content creators, marketers, or business owners who want a steady LinkedIn presence without writing every post themselves.

How it works

  1. You send a topic, link, or idea to a Telegram bot.
  2. The system figures out whether it needs to pull an article, search for recent news, or write directly from what you sent.
  3. An AI model drafts a professional LinkedIn post with hashtags and a strong opening line.
  4. You get a preview in Telegram with buttons to approve, edit, or reject it.
  5. Approved posts are logged in Google Sheets and published to LinkedIn.
What you get

Posts drafted and ready for your review

You get a polished LinkedIn post drafted from a quick voice note or link, ready for you to approve and publish.

What you get

A ready-to-publish LinkedIn post, approved by you, with a full record kept in Google Sheets.

What you need

A Telegram bot, a LinkedIn account, a Google Gemini API key, and a Google Sheets 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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