LinkedIn Profile Batch Scraper + Email ⚡ Bulk, No Login
Pricing
Pay per event
LinkedIn Profile Batch Scraper + Email ⚡ Bulk, No Login
Extract complete public LinkedIn profiles for up to 1,000 people in a single run — experience, education, certifications, skills, and location. Optionally find business emails. No login or cookies required.
Pricing
Pay per event
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Developer
VulnV
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1
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a day ago
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LinkedIn Profile Batch Scraper + Email ⚡ Bulk, No Login Required
Extract complete, structured LinkedIn profiles in bulk — up to 1,000 profiles per run — from usernames or URLs. No login, no cookies. Optionally enrich every profile with a publicly available business email.
Built for lead generation, recruiting, and market research at scale.
✨ Features
- Bulk processing — up to 1,000 profiles in a single run, processed in concurrent batches.
- Full profile data — name, headline, about, location, experience, education, certifications, languages, and more.
- No authentication — pass usernames or full profile URLs.
- Optional email enrichment — find a business email per profile (billed only when found).
- Resilient — invalid/duplicate inputs are skipped; each profile is stored as it completes.
📥 Input
| Field | Type | Required | Description |
|---|---|---|---|
usernames | array of strings | ✅ | Up to 1,000 usernames (williamhgates) or full profile URLs. |
includeEmail | boolean | — | Look up a business email per profile. Default false. |
📤 Output
One structured record per profile (see the
single-profile scraper for the full
field list), each optionally carrying an email_resolution object when includeEmail is on.
💡 Use Cases
- Enriching a list of leads or candidates exported from your CRM/ATS.
- Building contact databases at scale.
- Talent mapping and competitive research.
💰 Pricing
Pay-per-event: charged per profile returned and, only when enabled and successful, per business email found. No monthly fees.
🛠️ Our Other Scrapers
Explore our full LinkedIn suite and more:
- LinkedIn Profile Detail Scraper + Email — one profile at a time, with optional email.
- LinkedIn Profile Posts Scraper — every post from any public profile.
- LinkedIn Company Detail Scraper — full company profiles by URL.
- LinkedIn Company Posts Scraper — all posts from a company page.
- Email Validator — verify deliverability of any email address.
📬 Need help or have a feature request? Contact us at support@vulnv.com or visit our Apify profile.
![LinkedIn Company Scraper - Bulk Data [NO COOKIES] ✅ avatar](https://images.apifyusercontent.com/sxfM1IqpYSriJj12tKYOdJUNx2NQKN5_N4tDIFZxPxM/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vc0NDU2R3bm1LTUoxUTJzVG4tYWN0b3ItRkVvS0RPTzlZelBSUno4UGYtRURnV0NPYnc5by1TcGFyc2VfaW5zdHJ1bWVudGF0aW9uX19kaXJlY3RfbHlyaWNzX191cmJhbl9yZWFsaXNtX195b3V0aGZ1bF9y.webp){kind=avatar}
