LinkedIn is the world's most valuable B2B data source — and the right scraping tool can turn it into a lead generation machine for your sales, recruitment, or research team. This guide compares the 7 best LinkedIn scrapers in 2025, covering no-code options, Chrome extensions, and API-based tools.
| Tool | No-Code | Free Plan | Pricing Model | Best For |
|---|---|---|---|---|
| 1. OneScraper | Flat subscription | Business teams, beginners | ||
| 2. PhantomBuster | Subscription (limited slots) | Sales automation | ||
| 3. Bright Data | Pay-per-record | Enterprise scale | ||
| 4. Apify | Compute units | Developers | ||
| 5. Outscraper | Pay-per-credit | Occasional use | ||
| 6. Evaboot | Credit-based | Sales Navigator users | ||
| 7. Proxycurl | Pay-per-API call | Developers, enrichment |
onescraper.com
OneScraper is the best LinkedIn scraper for non-technical teams who need structured profile, company, and job data without writing code. The platform maintains its LinkedIn scraper so you never deal with broken extractors when LinkedIn updates its layout.
Data you can extract: Profile data (name, headline, location, experience, education, skills), company data (size, industry, description), and job listings (title, salary, description, posting date). Export as CSV or JSON. Schedule recurring scrapes. Free plan available.
phantombuster.com
PhantomBuster is a popular automation platform with dedicated LinkedIn "Phantoms" for profile scraping, connection requests, and message sending. It's a strong choice for sales automation but requires a LinkedIn session cookie to operate.
brightdata.com
Bright Data offers LinkedIn datasets and a LinkedIn Scraper API for enterprise clients. The quality and scale are unmatched, but the pricing is enterprise-level and technical integration is required.
apify.com
Apify has several community-built LinkedIn actor scrapers, but their quality varies. Using them requires understanding Apify's platform, configuring actor inputs in JSON, and often debugging code when things break.
outscraper.com
Outscraper offers LinkedIn job and company data scraping through its cloud platform. Pay-per-credit pricing works for occasional use, but costs scale quickly for ongoing lead generation campaigns.
evaboot.com
Evaboot is a Chrome extension designed specifically for LinkedIn Sales Navigator users. It exports search results from Sales Navigator into clean CSV files with email finding capabilities. Excellent for outbound sales teams already using Sales Navigator.
nubela.co/proxycurl
Proxycurl is an API for LinkedIn data enrichment. It's designed for developers who want to look up LinkedIn profiles by URL and enrich contact databases. Not a scraper in the traditional sense — it's an enrichment API.
OneScraper — the best no-code LinkedIn scraper. Free plan, no credit card, no LinkedIn account required.
Create Free AccountBy clicking 'Accept All Cookies,' you consent to storing cookies for site navigation, usage analysis, and marketing.
Necessary cookies help make the website user-friendly by allowing basic tasks like navigating pages and accessing secure parts. Without these cookies, the website just wouldn't work right.
Statistical cookies help us understand how visitors interact with websites by collecting and reporting information anonymously. You can opt-out if you prefer.
Our marketing partners, such as Google, Facebook, and LinkedIn, place marketing cookies on our website. These cookies help create a profile of your interests to display relevant advertisements on other websites. They uniquely recognize your browser and device. If you reject these cookies, you will not receive our targeted ads on other websites.