Turn LinkedIn post comments into a qualified lead list

Submit a LinkedIn post and your ideal customer criteria, and the system builds a downloadable list of matching commenters.

How the work actually flows

A straight line. Runs once per one per commenter profile.

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

flowchart TD trig(("form submits post and criteria")):::human s0["pull comments from post"]:::task s1[["dedupe and enrich profiles"]]:::mi s2["filter profiles by criteria"]:::task s3["produce downloadable lead file"]:::task trig --> s0 s0 -->|"one per one per commenter profile"| s1 s1 --> s2 s2 --> s3 out[/"downloadable csv of qualified leads"/]:::out pay{{"fast lead sourcing without manual profile review"}}:::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 personResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Social Media ManagementDocument Processing & OCRSurvey & Feedback
Connects
ApifyLinkedIn

The problem it solves

Scrolling through hundreds of comments on a popular LinkedIn post to spot the right prospects is slow and easy to get wrong. By the time you've manually checked each profile, the engagement window has often passed.

Who it fits

Sales, marketing, and recruiting teams sourcing leads from LinkedIn post engagement.

How it works

  1. You submit a LinkedIn post link and your target job titles and countries through a form
  2. The system pulls all the comments from that post
  3. Duplicate commenters are removed and profiles are enriched with more detail
  4. Profiles are filtered down to match your criteria
  5. A downloadable file with the qualified leads is produced
What you get

Qualified leads pulled from a single LinkedIn post

Submit a LinkedIn post and your ideal customer criteria, and you get a downloadable list of commenters who match.

What you get

A downloadable CSV file of qualified leads matching your target criteria.

What you need

An Apify account with API access.

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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