How is pricing charged?

Calls are billed in platform credits at the API level. You purchase credits in advance and each successful API call deducts from your balance. Per-endpoint pricing may be introduced later; any change will be reflected on this site and in your usage dashboard.

Do I need a separate account with an upstream data provider?

No. agntdata abstracts upstream providers so you use one API key and one credit balance. We handle vendor authentication, rate limiting, and failover behind the scenes.

What data formats are returned?

All endpoints return structured JSON responses. Company endpoints return firmographic data including industry, employee count, funding, and specialties. Profile endpoints return professional history, skills, education, and social engagement metrics.

Is the data real-time or cached?

Data is fetched in real-time from LinkedIn's professional network. Response times are typically under 3 seconds for profile lookups and under 5 seconds for search queries. We apply intelligent caching for recently-requested entities to improve latency and reduce costs.

Can I use this API with AI agents and LLMs?

Absolutely. The API is designed for agent-first workflows. Structured JSON responses work seamlessly with function calling in GPT-4, Claude, Gemini, and other LLMs. You can also use our MCP (Model Context Protocol) integration for direct agent-to-API communication.

What are the rate limits?

Rate limits depend on your plan tier. Free tier accounts get 100 requests per day. Paid plans start at 1,000 requests per day with burst capacity. Enterprise plans offer custom rate limits and dedicated infrastructure.

How do I handle errors and retries?

The API returns standard HTTP status codes. 429 responses include a Retry-After header. We recommend exponential backoff for transient errors. All error responses include a structured JSON body with error codes and human-readable messages.

Is there an SDK or client library?

We provide a TypeScript/JavaScript SDK and a Python client. You can also use the REST API directly with any HTTP client. OpenAPI specs are available for code generation in any language.

LinkedIn data, one key, agent-ready

Enrich companies and profiles in real time. Designed for agents that need reliable structured data without managing dozens of vendor accounts.

API Playground Get API key

Quickstart

3 options

Choose how you want to integrate the LinkedIn API.

Install the plugin:

openclaw plugins install @agntdata/openclaw-linkedin

Configure your API key in openclaw.json:

{
  "plugins": {
    "entries": {
      "agntdata-linkedin": {
        "enabled": true,
        "config": {
          "apiKey": "${AGNTDATA_API_KEY}"
        }
      }
    }
  }
}

Restart OpenClaw — LinkedIn tools are now available to your agent.

View on ClawHub →

Want all 7 APIs at once?

Install the master plugin for unified access to every platform.

clawhub install agnt-data

openclaw plugins install @agntdata/openclaw-agnt-data

Get API key Try the playground

Endpoints

Cost / request

$0.01

Response format

JSON

OpenAPI version

1.0.0

Overview

The agntdata LinkedIn Data API provides comprehensive, real-time access to LinkedIn's professional network data through a single unified endpoint. Instead of juggling multiple vendor accounts, API keys, and billing dashboards, you get one key and one credit balance that covers company enrichment, profile lookups, job board data, post analytics, article retrieval, and location search. Every response is structured JSON optimized for downstream AI processing — no scraping, no browser automation, no CAPTCHA solving. Whether you're building an AI sales agent that needs account research before outreach, a recruiting copilot that assembles candidate dossiers, or a market intelligence pipeline that tracks competitor hiring trends, this API delivers the data your agents need to make informed decisions at scale.

Key features

Real-time company enrichment by domain, LinkedIn URL, or internal ID

Full profile data including work history, education, skills, and recommendations

Job listing search and detailed job descriptions with hiring team info

Post and article content retrieval with reactions and comments

People search with filters for role, company, location, and keywords

Company employee counts and hiring trend insights

Structured JSON responses optimized for LLM and agent consumption

Single API key authentication — no upstream vendor accounts needed

Credit-based pricing with no monthly minimums or commitments

Endpoints

52 endpoints across 7 categories. Click any row for detailed documentation.

52 total

Company

Company enrichment and intelligence endpoints — resolve domains, look up profiles, track employees, and monitor company activity on LinkedIn.

Method	Endpoint	Path
get	Get Company By Domain Enrich CRM records by mapping email domains to company profiles	/get-company-by-domain
get	Get Company Details by ID Refresh stale company data in your database using stored IDs	/get-company-details-by-id
get	Get Company Details Extract company data from LinkedIn URLs shared in emails or messages	/get-company-details
get	Get Company's Post Track competitor announcements and messaging strategy	/get-company-posts
get	Get Company Pages People Also Viewed Map competitive landscapes automatically	/get-company-pages-people-also-viewed
get	Get Company Insights [PREMIUM] Power investment research with institutional-grade company analytics	/get-company-insights
get	Get Company Post Comments Run sentiment analysis on reactions to company announcements	/get-company-post-comments
post	Get Company Employees Count Track company growth through headcount changes over time	/get-company-employees-count
post	Search Companies Build target account lists for ABM campaigns	/companies/search
post	Get Company Jobs Monitor target companies for new job openings	/company-jobs
get	Get Company Jobs Count Track hiring velocity trends for competitive intelligence	/get-company-jobs-count

Profile APIs

Professional profile data endpoints — look up individuals by username or URL, access work history, skills, recommendations, and social engagement metrics.

Method	Endpoint	Path
post	Get Profile School Interests Understand educational networks for alumni-based targeting	/profiles/interests/schools
post	Get Profile Newsletter Interests Map professional interests through newsletter subscriptions	/profiles/interests/newsletters
get	Get Similar Profiles Expand candidate pipelines from a single seed profile	/similar-profiles
get	Get Profile Positions With Skills Build skill matrices from career history for talent analytics	/profiles/position-skills
post	Get Profile Company Interest Identify buying intent signals from company follow patterns	/profiles/interests/companies
get	Profile Data & Recommendations Assess candidate quality through peer recommendations	/all-profile-data
get	Get Given Recommendations Map professional relationships through recommendation networks	/get-given-recommendations
get	Get Profile Data, Connection & Follower Count and Posts Build comprehensive candidate profiles in a single API call	/profile-data-connection-count-posts
get	About The Profile Screen candidates by analyzing their professional summary	/about-this-profile
get	Get Profile Data and Connection & Follower Count Identify influential professionals for partnership or outreach	/data-connection-count
get	Get Received Recommendations Validate candidate skills through third-party endorsements	/get-received-recommendations
get	Get Profile's Comments Map prospect interests by analyzing their comment activity	/get-profile-comments
get	Get Profile Reactions Build interest profiles from reaction patterns for personalized outreach	/get-profile-likes
get	Get Profile Post and Comments Comprehensive thought leadership analysis with audience feedback	/get-profile-post-and-comments
get	Get Profile Connection & Follower Count Batch enrich contact lists with influence scores	/connection-count
get	Get Profile Post Comment Analyze engagement on viral professional content	/get-profile-posts-comments
post	Search People by URL Replicate saved LinkedIn searches programmatically	/search-people-by-url
get	Get Profile Data Power AI recruiting agents with candidate profile analysis	/
get	Search People Source candidates matching specific role and skill requirements	/search-people
get	Get Profile Data By URL Parse LinkedIn URLs from resumes and cover letters for recruiting pipelines	/get-profile-data-by-url
post	Get Profile Group Interests Discover niche professional communities for targeted marketing	/profiles/interests/groups
post	Get Profile Top Voice Interests Map influencer networks in professional domains	/profiles/interests/top-voices
get	Get Profile's Posts Analyze thought leadership patterns for influencer identification	/get-profile-posts
get	Get Profile Top Position Quick lead qualification by current role and company	/profiles/positions/top
get	Get Profile Recent Activity Time Optimize outreach timing based on profile activity recency	/get-profile-recent-activity-time

Post

Content and engagement endpoints — retrieve posts, comments, reactions, reposts, and search professional content at scale.

Method	Endpoint	Path
post	Get Post Reactions Build prospect lists from people engaging with competitor content	/get-post-reactions
post	Search Posts Monitor brand mentions across LinkedIn's professional network	/search-posts
post	Get Post Reposts Identify high-intent engagers for targeted outreach	/posts/reposts
get	Get Post Analyze specific high-performing posts for content strategy	/get-post
post	Search Post by Hashtag Track industry hashtag trends over time	/search-posts-by-hashtag

Job APIs

Job market data endpoints — search listings, get job details, track company hiring activity, and identify hiring teams.

Method	Endpoint	Path
get	Search Jobs V2 Production job search integrations requiring precise filtering	/search-jobs-v2
get	Get Profile's Posted Jobs	/profiles/posted-jobs
get	Get Job Details Extract job requirements for AI-powered candidate matching	/get-job-details
get	Search Jobs Build AI career coaches that find relevant job matches for candidates	/search-jobs
get	Get Hiring Team Identify decision-makers for targeted recruiting outreach	/get-hiring-team

Article API

Long-form content endpoints — access LinkedIn articles, comments, and engagement metrics for thought leadership analysis.

Method	Endpoint	Path
get	Get Article Comments Extract expert opinions from article discussions	/get-article-comments
get	Get Article Reactions Measure article impact and audience reach	/get-article-reactions
get	Get Article Build professional content archives for research	/get-article
get	Get User Articles Assess candidate expertise through their published content	/get-user-articles

System

Infrastructure endpoints — health checks and system status monitoring.

Method	Endpoint	Path
get	Health Check Monitor API availability in production dashboards	/health

Location

Geographic data endpoints — search and resolve LinkedIn location identifiers for filtered searches.

Method	Endpoint	Path
get	Search Locations Build location-aware search interfaces for recruiting tools	/search-locations

Use cases

Sales and GTM agents enriching accounts before outreach

Recruiting copilots assembling candidate context and skill profiles

Research agents building company dossiers and competitive intelligence

Lead scoring models enriching prospect profiles with real-time professional data

Market intelligence pipelines tracking competitor hiring patterns and growth signals

AI-powered CRM enrichment keeping contact and company records fresh

Talent mapping tools identifying skill gaps and potential hires across industries

Content intelligence agents analyzing engagement patterns on professional posts

Investment research agents gathering company data for due diligence

Outbound automation platforms personalizing messages with real professional context

Ready to integrate?

Generate your API key in seconds and start calling 52 endpoints with a single credential. Free tier available with transparent pricing.

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Frequently asked questions

LinkedIn API

LinkedIn data API

LinkedIn scraper API

company enrichment API

profile data API

B2B data API

AI agents data

sales intelligence API

recruiting API

LinkedIn company data

LinkedIn profile lookup

professional network API

lead enrichment

contact enrichment API

LinkedIn job listings API

company domain lookup

employee data API

LinkedIn post analytics

B2B lead generation API

AI sales agent data

MCP data source

unified data API

real-time LinkedIn data

LinkedIn automation API

talent intelligence API