LinkedIn Scraper API

Extract entry point for the platform as structured JSON from public LinkedIn targets. Queue a request, then retrieve the result with its responseId.

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Endpoint: POST /scrape/data-scraper
Scrapers: linkedinProfile linkedinPost
Cost: 30 credits / call
Free plan: 1,000 credits / month
Call pattern: async, POST then GET
On failure: credits refunded
Response format: JSON
Concurrency: by plan tier

Launching a Social Media scrape costs 30 credits. Retrieving a pending result costs nothing; failed scrapes are refunded.

Try the LinkedIn scraper on your own targetRun a request against a public target and inspect the JSON before you integrate.

Open the live test

What you get back

linkedinProfile

Member profile

Use linkedinProfile to retrieve member profile data from a public LinkedIn target.

Required input: url
Optional input: language
Structured JSON once the result is ready
Public data only; no account login is used

linkedinPost

Single post

Use linkedinPost to retrieve single post data from a public LinkedIn target.

Required input: url
Optional input: language
Structured JSON once the result is ready
Public data only; no account login is used

Call the LinkedIn scraper

Send the scraper name with the input required by that scraper. The POST returns a responseId to poll for the final JSON.

Step 1Submit a linkedinProfile request and keep the responseId returned by the API.

bash

# POST - queue a public social media scrape
curl -X POST "https://api.scraping-bot.io/scrape/data-scraper" \
  -u "yourUsername:yourApiKey" \
  -H "Content-Type: application/json" \
  -d '{
  "scraper": "linkedinProfile",
  "url": "https://example.com/public-page",
  "language": "en"
}'

Step 2Wait a few seconds, then retrieve the linkedinProfile result with the responseId. Repeat the GET while the status is pending.

bash

# GET - retrieve the result after the POST returns a responseId
curl -G "https://api.scraping-bot.io/scrape/data-scraper-response" \
  -u "yourUsername:yourApiKey" \
  --data-urlencode "responseId=RESPONSE_ID" \
  --data-urlencode "scraper=linkedinProfile"

Code example

Authenticate with your ScrapingBot username and API key, then poll until the queued result is ready.

const auth = "Basic " + Buffer.from(
  "yourUsername:yourApiKey",
).toString("base64");

const queued = await fetch("https://api.scraping-bot.io/scrape/data-scraper", {
  method: "POST",
  headers: { "Content-Type": "application/json", Authorization: auth },
  body: JSON.stringify({
  "scraper": "linkedinProfile",
  "url": "https://example.com/public-page",
  "language": "en"
}),
});

const { responseId } = await queued.json();
let result;
do {
  await new Promise((resolve) => setTimeout(resolve, 5000));
  result = await fetch(
    "https://api.scraping-bot.io/scrape/data-scraper-response?" +
      new URLSearchParams({ responseId, scraper: "linkedinProfile" }),
    { headers: { Authorization: auth } },
  ).then((response) => response.json());
} while (result.status === "pending");

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Request parameters

Parameter	Type	Default	Description
`scraper`	string	—	One of the scraper names supported by this endpoint.
`url`	string	—	Public page URL, including https://.
`language`	string	—	Optional for this scraper.

Response example

Example returned by the legacy LinkedIn scraper documentation.

json

[
  {
      "followers": "3M followers",
      "activities": [
          {
              "title": "Personne, surtout pas moi, ne peut rester sourd à cette revendication de justice sociale et de rénovation de notre vie démocratique. J’ai entendu…",
              "attribution": "Posted by Emmanuel Macron",
              "img": "https://static.licdn.com/aero-v1/sc/h/51xdp0u9qm8nhegwpxoxgd0mb",
              "link": "null"
          },
          ...
      ],
      "url": "https://fr.linkedin.com/in/emmanuelmacron",
      "name": "Emmanuel Macron",
      "position": "President of the French Republic.",
      "current_company": {
          "name": "Présidence de la République",
          "link": "https://eg.linkedin.com/company/pr-sidence-de-la-r-publique?trk=public_profile_topcard-current-company"
      },
      "avatar": "https://media.licdn.com/dms/image/D4E03AQGbTdwOdlURyg/profile-displayphoto-shrink_800_800/0/1678377684180?e=2147483647&v=beta&t=f6W63jFYRFTmJefM5-FpQmRq-gW_NlpD9TKj6wU4rOE",
      "city": "Paris, Île-de-France, France",
      "following": "26 connections",
      "educations_details": "",
      "posts": [
          {
              "title": "Journée de sensibilisation à l’autisme.",
              "attribution": "By Emmanuel Macron",
              "img": "https://media.licdn.com/dms/image/D4E12AQEPEX_WFWeaHg/article-cover_image-shrink_180_320/0/1680428457830?e=2147483647&v=beta&t=O7g11RCv_HhWYasjIUkGor7OfGv9n0qKwNKRaQO1yPE",
              "link": "https://www.linkedin.com/pulse/journ%C3%A9e-de-sensibilisation-%C3%A0-lautisme-emmanuel-macron?trk=public_profile_article_view",
              "created_at": "2023-04-02T00:00:00.000Z"
          },
          ...
      ],
      "experience": [
          {
              "title": "President of the French Republic",
              "subtitle": "Présidence de la République",
              "subtitleURL": "https://eg.linkedin.com/company/pr-sidence-de-la-r-publique?trk=public_profile_experience-item_profile-section-card_subtitle-click",
              "location": "",
              "description": "",
              "duration": "May 2017 - Present 6 years",
              "start_date": "May 2017",
              "end_date": "Present",
              "duration_short": "6 years"
          },
          ...
      ],
      "languages": [
          {
              "title": "Français",
              "subtitle": "Native or bilingual proficiency",
              "meta": ""
          },
          {
              "title": "Anglais",
              "subtitle": "-",
              "meta": ""
          }
      ],
  }
]

Credits, failures and limits

Case	Credits	Notes
Launch a scrape	30 credits	Consumed when a result is ready.
Result not ready	Not consumed	The API returns a pending status; retry after a few seconds.
Failed, blocked or timed-out scrape	Refunded	Credits are returned for an unsuccessful request.

LinkedIn API or Raw HTML scraper?

	LinkedIn API	Raw HTML scraper
Endpoint	/scrape/data-scraper	/scrape/raw-html
Returns	Entry point for the platform JSON	Rendered page HTML
Flow	Asynchronous: POST then GET	One synchronous request
Starting cost	30 credits	1 credit
Use it when	You need parsed LinkedIn data	You need your own extraction logic

Questions about the LinkedIn API

Which LinkedIn scraper names can I use?: This page supports linkedinProfile and linkedinPost. Send the exact name in the scraper field.
Why does the API return a responseId?: Social Media requests are asynchronous. The responseId lets you retrieve the result without holding the initial request open.
What if the result is still pending?: Wait a few seconds and repeat the GET request. A pending response does not consume credits.
Does this scraper access private account data?: No. It is intended for public pages and does not sign in to a social media account to access private data.

Source: ScrapingBot API documentation.

Other social media scrapers

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Browse the Social Media category for the complete list of guides, or visit the ScrapingBot blog for implementation guides.

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