Disclaimer: This article is informational, not legal advice. Consult a qualified data protection lawyer for your specific situation.
Short answer: yes, with conditions
Extracting publicly visible LinkedIn data for B2B prospecting is generally lawful in the EU under the legitimate interest basis (GDPR Article 6(1)(f)), provided you respect data subject rights and apply data minimization throughout, not just at collection.
The 2024 EDPB guidelines changed the bar
A lot of "is scraping GDPR-compliant" content online still reflects the pre-2024 reading of Article 6(1)(f), which is worth flagging directly. In October 2024, the European Data Protection Board published Guidelines 1/2024, its most detailed statement yet on how the three-part legitimate interest test should actually be applied: the interest itself has to be lawful, clearly and precisely articulated, and real rather than speculative; the processing has to be genuinely necessary, meaning no equally effective, less intrusive option exists; and the balancing test has to seriously weigh the data subject's reasonable expectations rather than resolve in the controller's favor as a default. Practitioners tracking the guidance describe it as tightening documentation expectations across the board. The practical effect for B2B prospecting: a one-line justification ("public data, legitimate business interest") that might have passed casual scrutiny two years ago is a weaker position now. See our LIA template for a documentation structure that matches the current, stricter standard.
The conditions that matter
- Public data only. Profile info, job title, company. Never private fields, paid Sales Navigator or Recruiter data you don't hold a license for, or anything not visible without explicit authenticated access.
- A documented Legitimate Interest Assessment. Written, specific, and revisited when processing changes, not a generic policy statement.
- Honor opt-outs. First outreach message must include a clear, working opt-out. Honor requests without undue delay.
- Data minimization, ongoing. Only retain fields you actually use, and review retention periodically rather than accumulating indefinitely.
- Cross-border transfer safeguards. EU infrastructure is the simplest way to sidestep the analysis; Standard Contractual Clauses are the standard mechanism where non-EU processing is unavoidable.
- Honor the right to erasure and the right to object. Delete or stop processing on a valid request within 30 days; see our erasure vs. objection breakdown for which one actually applies.
What's not GDPR-compliant
- Scraping behind LinkedIn's authentication wall without a lawful basis that actually covers it
- Reselling extracted personal data to third parties without a separate lawful basis for that use
- Ignoring opt-out or objection requests, or routing them to a process nobody actually monitors
- Storing data indefinitely with no defined retention period or review cycle
- Transferring EU residents' data to jurisdictions without an adequacy decision, absent Standard Contractual Clauses or another valid safeguard
How Leadsforlinked is GDPR-positioned
- EU infrastructure (France, hosted on Scaleway/OVH)
- Public LinkedIn data only, extracted through your own logged-in account
- 30-day deletion SLA on subject requests
- No data resale or third-party sharing
- Standard Contractual Clauses in place where non-EU providers (Stripe, for billing) are involved
- DPA available on request
Frequently asked questions
Did the rules around legitimate interest get stricter recently?
Yes. The EDPB published Guidelines 1/2024 on Article 6(1)(f) in October 2024, and multiple law firms tracking the change describe it as raising the documentation bar and tightening interpretation of all three test steps: the interest has to be lawful, clearly articulated, and real rather than speculative; the processing has to be genuinely necessary, not just convenient; and the balancing test has to seriously weigh the individual's reasonable expectations, not just conclude in the controller's favor by default.
Can I scrape data behind LinkedIn's login wall under GDPR?
No, and this is a separate problem from GDPR entirely. Data that requires authentication to view isn't public, so the legitimate interest basis for public-data extraction doesn't apply, and accessing it without authorization raises separate contract and possibly computer-access issues on top of the data protection question.
Do I need EU infrastructure specifically, or just GDPR compliance?
GDPR compliance is the actual legal requirement; EU infrastructure is a risk-reduction choice, not a separate mandate. Processing EU residents' data on non-EU servers is legal with proper safeguards (Standard Contractual Clauses, adequacy decisions), but EU hosting removes an entire category of cross-border transfer analysis from your compliance work, which is why many vendors default to it.
What's the most common GDPR mistake B2B teams make with LinkedIn data?
Treating the legitimate interest basis as a one-time checkbox instead of an ongoing assessment. A basis that was defensible at low volume with a narrow, targeted list can stop being defensible at high volume with broad, untargeted scraping, since the balancing test result depends on the actual scale and specificity of the processing, not just the original justification on file.
Sources: EDPB, Guidelines 1/2024 on Article 6(1)(f) GDPR. General information only, not legal advice.
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