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Marketing · CRM & Sales

Unipile LinkedIn Scraper API

Enables LinkedIn data extraction and automation through scalable API access.

Our take: Unipile is a multi-channel communication API (LinkedIn, WhatsApp, Email, Instagram, Telegram) rather than a standalone scraper.

Best forRecruiters
ReviewedPricing: Free Trial
7.3 out of 105 criteria · see breakdown
Try Unipile7-day free trial; from €49/mo
The bottom line

The go-to LinkedIn automation API for developers building recruiting, sales, or outreach SaaS — priced per linked account with no per-call fees.

Our score

Reviewed by the Conversion Gems editorial team. Hover a facet to focus it; click to pin.Tap a facet to focus it.

Community ratings

Shown for context only. Our score is independent.

G2
4.3 out of 5
15+ reviews

4.3 / 5 aggregate · across 1 source

Third-party ratings shown verbatim; aggregate weighted by review volume.

What it is, and why we rate it

One line each. Open a row for detail.

What it really isUnipile — unified communication API with deep LinkedIn automation and data-access capabilities.
Our takeUnipile is a multi-channel communication API (LinkedIn, WhatsApp, Email, Instagram, Telegram) rather than a standalone scraper.
There is no permanent free tier, only a 7-day free trial; paid plans start at €49/mo. The 'LinkedIn Scraper API' framing undersells it: the platform exposes 100+ REST endpoints covering messaging, connection invitations, profile search, job posting, and Sales Navigator/Recruiter account support.
Why we rate itUnipile removes the hardest part of LinkedIn integrations — OAuth flows, session management, and rate-limit handling — behind a clean REST layer.
The per-account model makes costs predictable and scales linearly with product growth, unlike credit-based competitors that penalise high-volume workflows.
The catchLinkedIn access depends on user-connected accounts; autonomous bot-style scraping without an authenticated LinkedIn session is not supported.
Pricing is in euros and billed post-paid, which can surprise teams expecting upfront caps.

Best / not good for

Best for
  • SaaS platforms embedding LinkedIn outreach or ATS workflows
  • Recruitment tools needing Recruiter and Sales Navigator API access
  • Developers wanting a single unified inbox API across LinkedIn, Email, and WhatsApp
Not good for
  • One-off data scraping without building a persistent product
  • Teams needing anonymous, unauthenticated public profile scraping at scale
  • Non-technical users looking for a no-code LinkedIn automation tool
Trade-offs

Friction report

Trade-offs to know before signing up.

  1. Time to value
    Moderate: REST API with good docs and SDKs, but requires connecting real LinkedIn accounts and setting up webhooks before data flows.
  2. Scale breakpoint
    Per-account cost grows linearly; 200+ accounts at €5/each can become expensive for high-seat deployments without negotiating volume tiers.
  3. Walled garden
    Moderate: data is accessible via API and webhooks, but workflows are tightly coupled to Unipile's account-session model — migrating requires reconnecting all LinkedIn accounts.
Still a fit?
If none of these block you, try it on the official site.
Try Unipile

A look inside

Unipile LinkedIn Scraper API product screenshot

Frequently Asked Questions

Does this LinkedIn data extraction tool comply with platform terms of service?

LinkedIn data extraction tools may operate within compliance guidelines depending on usage.

Does Unipile LinkedIn Scraper API allow extracting profile data without login?

Unipile LinkedIn Scraper API extracts profile data from publicly available LinkedIn information.

How does a Unipile LinkedIn Scraper API help developers extract profile data and leads from LinkedIn for sales intelligence?

A Unipile LinkedIn Scraper API enables developers to extract public LinkedIn profile and company data for sales intelligence and lead generation.

How does this LinkedIn scraping API extract professional profiles, connections, and company data for business use?

The API extracts LinkedIn profiles, connections, and company data efficiently for lead generation, research, and analytics.

Unipile LinkedIn Scraper API

Unipile LinkedIn Scraper API extracts LinkedIn data, profiles, and connections for lead generation and analytics.

Alternatives

  • Step up

    PhantomBuster or LinkedIn's official Partner API for larger enterprise compliance requirements.

  • Lighter alternative

    Proxycurl for lightweight, one-off LinkedIn profile enrichment without building a full integration.

Showing 1–2 of 2

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Tags

#LinkedInScraping#Data

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