Ask an AI assistant which of your LinkedIn posts perform best

Scrapes your LinkedIn post data into a database so you can ask an AI assistant what content works and what to post next.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(["scheduled LinkedIn post scrape"]):::trigtime s0[("store post metrics")]:::store s1(("ask assistant a question")):::human s2["assistant answers from data"]:::svc trig --> s0 s0 --> s1 s1 --> s2 out[/"data-backed answers to content questions"/]:::out pay{{"confident content decisions without guessing"}}:::pay s2 --> 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 personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsSpreadsheet & Database Ops
Connects
Bright DataNocoDBOpenAILinkedIn

The problem it solves

You post regularly on LinkedIn but have no clear picture of what actually resonates, so you keep guessing or digging through the app for stats. Deciding what to post next feels like a shot in the dark.

Who it fits

Creators and founders who post regularly on LinkedIn and want data-backed content decisions.

How it works

  1. The system scrapes your recent LinkedIn posts and their engagement metrics
  2. The post data is stored in a structured database
  3. You ask the AI assistant a question, like which posts performed best
  4. The assistant answers using your real post data, not guesses
What you get

Answers about which posts actually worked

You can ask a simple question and get a real answer about which of your LinkedIn posts performed best.

What you get

A chat-based assistant that answers content questions using your actual LinkedIn performance data.

What you need

A Bright Data account, a NocoDB account, and an OpenAI API key.

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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