LinkedIn Scraper API alternatives
Most teams comparing LinkedIn Scraper API alternatives are trying to escape the same walls: the official LinkedIn API is partner-gated and consent-based, browser tools like PhantomBuster need your own logged-in account and risk it, and general scraping platforms hand back raw HTML. This page lays out the real options side by side, the official LinkedIn API, the Apify LinkedIn scraper actors, Bright Data, PhantomBuster, and our own, so you can pick the one that fits your job and your budget.
How it compares
| Option | Setup | Public profiles by URL | Account risk | Pricing model | Free tier |
|---|---|---|---|---|---|
| linkedinscraperapi | one API key | yes, logged-out | none, no login used | Pay per successful request | 1,000 requests |
| Official LinkedIn API | Partner approval + OAuth | consent-gated only | first-party, compliant | Free within approved scope | approval required |
| Apify LinkedIn Scraper | Apify account, separate actor per job | profile scraper actor | no personal login | Pay per result / usage | monthly free credits |
| Bright Data LinkedIn | account + dataset or proxy setup | dataset, pay per record | no personal login | Pay per record / subscription | trial on signup |
| PhantomBuster | your logged-in LinkedIn session | via your own account | your account, ban risk | Subscription, per slot / execution time | limited trial |
Why it is hard
Teams look past the official LinkedIn API for one core reason: it is partner-gated. Profile and company data need Partner Program approval and, for members, the member's own OAuth consent, so you cannot pull an arbitrary public profile through it. The alternatives below solve that in different ways, from account-driven browser automation to general scraping platforms, and each trades reliability, risk, and price differently.
Quickstart
curl "https://api.linkedinscraperapi.com/api/v1/linkedin/profile?url=https://www.linkedin.com/in/reidhoffman&api_key=$API_KEY"import requests, os
# One real API call: a public /in/ URL in, structured profile JSON out.
resp = requests.get(
"https://api.linkedinscraperapi.com/api/v1/linkedin/profile",
params={
"url": "https://www.linkedin.com/in/reidhoffman",
"api_key": os.environ["API_KEY"],
},
timeout=30,
)
data = resp.json()
print(data["name"], "-", data["headline"])
print(data["current_company"], "|", data["followers"], "followers")
# No LinkedIn login, no cookies, no Partner Program approval.Response
{
"id": "reidhoffman",
"name": "Reid Hoffman",
"headline": "Co-Founder, Executive Board Chair",
"location": "United States",
"url": "https://www.linkedin.com/in/reidhoffman",
"current_company": "Manas AI",
"followers": 2776004,
"connections": "500+",
"experience": [
{ "title": null, "company": "Greylock", "date_range": null, "location": null }
],
"education": [
{ "school": "Stanford University", "degree": null, "date_range": null }
]
}Use it for
You need public profiles or companies by URL
You are an approved LinkedIn partner
You want a no-code, one-off pull
You already run PhantomBuster or a browser tool
Pricing
| Plan | Price | Best for |
|---|---|---|
| Free | 1,000 requests | Testing and small jobs |
| Pro | $0.60 / 1k | Production workloads |
| Pay-as-you-go | $0.90 / 1k | Spiky or one-off volume |
Median response 2.6s. You only pay for successful requests.
FAQ
Is there an official LinkedIn API for scraping profiles?
Not for arbitrary public profiles. LinkedIn's official APIs are gated behind the LinkedIn Partner Program, and member data requires that member's own OAuth consent, so you cannot pull a stranger's public profile through them. They are the right route for compliant, first-party access to data your app is authorized for. To read the public logged-out /in/ and /company/ pages by URL, teams use a scraper API like ours, which authenticates with a single API key and needs no partner approval.
What is the best LinkedIn scraper API?
It depends on the job. If you are an approved LinkedIn partner working within authorized scopes, the official API is the compliant choice. If you need public profiles, companies, jobs, or posts by URL without a login, a hosted scraper API is the better fit because the official API cannot return that. Our API covers profiles, companies, jobs, job search, posts, and public contact data from dedicated endpoints with one key, residential-first proxies, and success-only billing.
Why use a LinkedIn scraper API instead of PhantomBuster?
PhantomBuster and similar browser tools automate your own logged-in LinkedIn account, which lets them reach connection-only data but puts your personal account under LinkedIn's automation limits and ban risk. A scraper API like ours reads only logged-out public data through managed proxies, so no personal account is on the line and there is no session to keep warm. The trade-off is that we return what is public logged-out, not connection-gated fields.
How does Apify pricing compare to a scraper API?
Apify runs LinkedIn scrapers as actors on its platform and bills most of them on a pay-per-result or usage model, with monthly free credits to start. You run an actor from a dashboard or call it, and each data type is usually a separate actor. A dedicated scraper API like ours bills per successful request and returns validated JSON from fixed endpoints, so the difference is mainly running several managed actors versus calling a few stable REST endpoints with one key.
What is a good alternative to the Apify LinkedIn scraper actors?
On Apify, each job is a separate actor: a LinkedIn profile scraper, a company scraper, a jobs scraper, and a post scraper, each configured and billed on its own. Our LinkedIn Scraper API is the alternative that folds those into one account and one key, with dedicated endpoints for profiles, companies, jobs, job search, posts, and public contact data returning validated JSON. If you are tired of stitching several actors together, a single REST API with success-only billing is the simpler swap, and the 1,000-request free tier lets you match the output before you move over.
How does this compare to Bright Data?
Bright Data is a capable, enterprise-grade platform, but it is priced for enterprise volume and often hands back a dataset or a raw page you still shape into fields yourself. Our API is LinkedIn-specific: profiles, companies, jobs, posts, and public contact data each come from a dedicated endpoint as parsed JSON, billed per successful request, with a 1,000-request free tier to test before you commit. For teams whose only target is LinkedIn's public surfaces, that is usually the better-value alternative.