Scrape LinkedIn leads, verify emails, and add them to your CRM

Finds LinkedIn prospects, verifies their email address, scores them, and adds qualified leads to Airtable.

How the work actually flows

It branches. Exactly one path is taken; runs once per each scraped profile.

Pattern: Multiple Instances with a priori Design-Time Knowledge (13) · Exclusive Choice (4)

flowchart TD trig(["scheduled or on demand run"]):::trigtime s0["scrape linkedin profiles"]:::task s1[["verify email"]]:::mi s2["score lead"]:::task s3[("save qualified lead")]:::store trig --> s0 s0 -->|"one per each scraped profile"| s1 s1 --> s2 gx{"× is lead qualified"}:::gate s2 --> gx p00["add to airtable"]:::task gx -->|"qualified lead"| p00 p10["discard lead"]:::task gx -->|"unqualified lead"| p10 p00 --> s3 p10 --> s3 out[/"verified scored leads in crm"/]:::out pay{{"faster higher quality prospecting"}}:::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
Starts itA stepRuns once per itemA record or sheetOne path onlyResultPayoff
Build size
Advanced

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

Business functions
CRM & Sales PipelineLead Generation & ProspectingSpreadsheet & Database OpsWeb Scraping & Data CollectionAPI & Webhook Integration
Connects
ApifyHunter.ioAirtableLinkedIn

The problem it solves

Building a list of good sales prospects from LinkedIn means hours of manual searching, copying profiles, and guessing at email addresses. By the time you've verified a contact and logged it in your CRM, you could have already moved on to the next lead.

Who it fits

A sales or business development team running B2B outreach and prospecting on LinkedIn.

How it works

  1. The process runs on a schedule or can be started on demand
  2. It scrapes LinkedIn search results for matching profiles
  3. Each profile's work email is verified
  4. Leads are scored by job seniority and email confidence
  5. Qualified leads with verified emails are added to Airtable
What you get

Verified prospects added to your pipeline weekly

You get a steady stream of verified, scored LinkedIn prospects added directly into your CRM.

What you get

A list of scored, verified leads in Airtable ready for outreach.

What you need

An Apify account, a Hunter.io account, and an 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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