Find and score high-intent leads from LinkedIn comments

Scans LinkedIn post comments for buying signals and scores each commenter so you know who to reach out to first.

How the work actually flows

A straight line. Runs once per one per comment.

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

flowchart TD trig(("you set keywords to search")):::human s0["pull comments from posts"]:::task s1[["AI scores buying intent"]]:::mi s2[("save scored leads")]:::store trig --> s0 s0 -->|"one per one per comment"| s1 s1 --> s2 out[/"list of scored leads"/]:::out pay{{"prioritized sales outreach list"}}:::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
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
AI Agents & Autonomous SystemsSocial Media ManagementSpreadsheet & Database OpsWeb Scraping & Data Collection
Connects
LinkedInAzure OpenAIGoogle Sheets

The problem it solves

Finding real buying interest on LinkedIn means scrolling through post comments one by one, guessing who is actually worth a follow-up. That manual scanning eats into time your sales team could spend actually talking to prospects.

Who it fits

B2B sales teams and SDRs prospecting on LinkedIn.

How it works

  1. The automation searches LinkedIn posts for chosen pain-point keywords
  2. It pulls the comments from each relevant post
  3. AI reads each comment and scores how strong the buying intent is
  4. High-intent leads and their scores are saved to Google Sheets
What you get

Leads ranked by how ready they are to buy

LinkedIn commenters showing buying signals get scored and saved to a spreadsheet so you know who to contact first.

What you get

A Google Sheet of scored leads, ranked from low to high buying intent, ready for follow-up.

What you need

A LinkedIn scraping tool account, an Azure 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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