Turn Facebook group discussions into ready-to-post helpful content

Scans your Facebook groups for common problems and writes genuine, on-brand posts that answer them for you to publish.

How the work actually flows

A straight line. Runs once per each target facebook group.

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

flowchart TD trig(("user starts a run")):::human s0[["scan facebook groups for posts"]]:::mi s1["identify common problems"]:::task s2["draft solution posts"]:::task s3[("save drafts to sheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"ready to publish post drafts"/]:::out pay{{"engagement without hours of scrolling"}}:::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
A stepRuns once per itemA personA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Social Media ManagementSpreadsheet & Database Ops
Connects
ApifyOpenAIGoogle Sheets

The problem it solves

You know engaging in Facebook groups builds trust, but scrolling through posts looking for something useful to say eats up your week. Writing a genuine, non-salesy response every time is its own effort on top of that.

Who it fits

Coaches, consultants, and community managers who want to engage Facebook groups without constant manual scrolling.

How it works

  1. On a run, the system scans your target Facebook groups for recent posts
  2. AI identifies the most common problems and how the community talks about them
  3. AI drafts genuine, non-promotional posts that solve those problems
  4. Two post variations are saved to a Google Sheet, ready to publish
What you get

Posts drafted from real group conversations

You get ready-to-review posts drawn from the real problems people are discussing in your Facebook groups.

What you get

A Google Sheet of ready-to-publish, helpful post drafts matched to real community problems.

What you need

A paid Apify account, an OpenAI 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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