Find your warmest LinkedIn leads by scanning post comments

It reviews who commented on your LinkedIn posts, scores their interest level, and surfaces your best leads.

How the work actually flows

A straight line. Runs once per each commenter on the post.

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

flowchart TD trig(("specify a linkedin post")):::human s0["gather all commenters on post"]:::task s1[["score commenter interest level"]]:::mi s2[["look up commenter profile"]]:::mi s3[("save lead list to spreadsheet")]:::store trig --> s0 s0 -->|"one per each commenter on the post"| s1 s1 --> s2 s2 --> s3 out[/"ranked lead list with contact details"/]:::out pay{{"know who to follow up with first"}}:::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
Advanced

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

Business functions
Social Media ManagementEmail AutomationSpreadsheet & Database OpsSurvey & Feedback
Connects
LinkedInAirtableGoogle SheetsGmail

The problem it solves

Your LinkedIn posts get comments, but figuring out which commenters are actually interested versus just being polite takes time you don't have. You end up either ignoring engagement entirely or manually scrolling through every comment trying to guess who's worth reaching out to.

Who it fits

A sales, marketing, or recruiting team that wants to turn LinkedIn post engagement into a prioritized lead list.

How it works

  1. The automation pulls the details of a LinkedIn post you specify
  2. It gathers everyone who commented on that post
  3. AI reads each comment and scores how genuinely interested that person seems
  4. It looks up each promising commenter's profile for more detail
  5. It saves the finished lead list to your spreadsheet or database
What you get

Your warmest LinkedIn leads ranked

Comments on your LinkedIn posts get scored for genuine interest, so your team knows exactly which commenters are worth reaching out to first.

What you get

A ranked list of leads with contact details, interest score, and background, saved to a spreadsheet.

What you need

A LinkedIn account and a Google Sheets or Airtable 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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