Automatically moderate and reply to Facebook Page comments

AI reads every comment on your Facebook posts, replies to friendly ones, and removes and tracks negative ones.

How the work actually flows

It branches. Exactly one path is taken; runs once per each comment on the page.

Pattern: Exclusive Choice (4) · Multiple Instances without Synchronization (12)

flowchart TD trig(["checks page for new comments"]):::trigtime s0["pull recent comments"]:::svc s1[["classify comment sentiment"]]:::mi trig --> s0 s0 -->|"one per each comment on the page"| s1 gx{"× is the comment positive or negative"}:::gate s1 --> gx p00["post friendly reply"]:::task gx -->|"positive comment"| p00 p10["delete comment"]:::task gx -->|"negative comment"| p10 p11["log removal"]:::task p10 --> p11 p00 --> out p11 --> out out[/"comment section cleaned and replied to"/]:::out pay{{"handles high comment volume without manual work"}}:::pay 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 serviceRuns once per itemOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSocial Media ManagementSpreadsheet & Database Ops
Connects
FacebookOpenAIGoogle Sheets

The problem it solves

Your Facebook page gets more comments than your team can read, let alone reply to. Negative or spammy comments slip through, and repeat offenders keep coming back because nobody has time to track them.

Who it fits

Facebook Page admins, social media managers, or community moderators handling high comment volume.

How it works

  1. The system pulls recent posts and comments from your Facebook Page
  2. AI reads each comment and classifies it as positive, supportive, or negative
  3. It writes and posts a friendly reply to positive or supportive comments
  4. Negative comments are deleted and logged in a spreadsheet
  5. Repeat offenders are automatically banned from the page
What you get

Comment threads that stay clean and on-brand

Friendly comments on your Facebook posts get a warm reply while harmful ones are removed and repeat offenders banned automatically.

What you get

Automatic replies to good comments, a cleaned-up comment section, and a log of removed comments and banned users.

What you need

A Facebook Page with Graph API access, an OpenAI account, 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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