Spot the right social posts to comment on and draft replies with AI

Monitors social conversations, uses AI to spot worthwhile posts, and drafts a smart comment to build your presence.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"new matching social post appears"]:::trig s0["check platform matches"]:::task s1["ai evaluates opportunity"]:::task trig --> s0 s0 --> s1 gx{"× is it worth engaging"}:::gate s1 --> gx p00["draft comment"]:::task gx -->|"strong match"| p00 p01["notify you"]:::task p00 --> p01 p10["ignore post"]:::task gx -->|"weak match"| p10 p01 --> out p10 --> out out[/"ready to post comment drafted"/]:::out pay{{"build reputation without endless scrolling"}}:::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 itA stepOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGSocial Media ManagementMessaging & NotificationsAPI & Webhook Integration
Connects
TrigifyClaudeSlack

The problem it solves

You know that showing up in the right conversations builds your reputation, but you cannot spend all day scrolling social media hoping to catch the right post at the right moment. Generic engagement wastes time and gets ignored, while good opportunities pass by unnoticed. You want to show up as an expert without living online.

Who it fits

Founders, consultants, or marketers building thought leadership on LinkedIn.

How it works

  1. New posts matching your topics are picked up by a social listening tool
  2. The automation checks that the post is from the right platform
  3. AI evaluates whether the post is a genuine opportunity to add value
  4. For strong matches, AI drafts a short, insightful comment
  5. You're notified with the drafted comment ready to post
What you get

Smart comments drafted and ready to post

You get a drafted comment ready to post whenever AI spots a social conversation worth joining, helping you build a consistent presence without starting from scratch.

What you get

A short, ready-to-post comment on a relevant conversation, plus a notification so you can review it.

What you need

A social listening tool account, an Anthropic Claude account, and a Slack workspace.

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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