Mass LinkedIn Profile Scraper

Overview

The Mass LinkedIn Profile Scraper enriches profiles in bulk: names, headlines, current and past roles, companies, locations, skills, and publicly available contact details — all without cookies or logged-in sessions. Lead-generation teams use it to turn name-and-company lists into outreach-ready records at a scale manual research can't touch. Upload thousands of profile URLs and the run fans out across Apify's cloud with no per-seat browser babysitting. Export to Excel or CSV to fill CRM gaps, verify titles before sequences launch, and keep prospect data fresh with scheduled re-runs. Dedupe against existing CRM records on import to keep sequences clean.

Key Features

Input Parameters

Sample Output

[
  {
    "url": "https://example.com/data",
    "title": "Sample Extracted Record",
    "extracted_at": "2026-05-20T14:30:00Z"
  }
]

How to Use

1. 1

   Sign up for free: Create a free ParseFlow account to access professional extraction tools.

2. 2

   Set your parameters: Paste the target URLs into the Mass LinkedIn Profile Scraper configuration.

3. 3

   Download your data: Click Start, wait a few minutes, and download your dataset as Excel or JSON.

API Example

curl -X POST https://api.apify.com/v2/acts/dev_fusion/linkedin-profile-scraper/runs \
  -H 'Content-Type: application/json' \
  -H 'Authorization: Bearer YOUR_API_TOKEN' \
  -d '{"startUrls": [{"url": "https://example.com"}]}'

Pricing Structure

Costs $10.00 per 1,000 enriched profiles. No cookies or logins required; check the pricing tab for volume discounts.

Limitations

• Data extraction speed depends on the target website's rate limits.
• Extremely massive runs may require a premium proxy pool.

Frequently Asked Questions