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  1. Home
  2. DATA SOURCES
  3. Linkedin Data APIs

Best Linkedin Data APIs Tools

LinkedIn data API tools help teams unlock valuable insights from LinkedIn profiles and connections. You'll find the best LinkedIn data API software here that suits marketers, sales, and GTM teams. This guide compares top tools, explains their use cases, and helps you pick the right one for your team.

What is LinkedIn data API software?

LinkedIn data API software lets you access and use data from LinkedIn profiles, networks, and activities to power business workflows. Instead of browsing profiles manually, you get structured, actionable data delivered right to your platform or CRM.

These tools are mostly used by sales reps hunting for leads, marketing teams finding prospects, and growth hackers automating outreach. For example, a sales rep might pull email addresses for warm leads or discover company info for better pitches. Marketers may extract target audience insights for campaigns.

Why do teams use LinkedIn data API tools?

Teams turn to LinkedIn data API tools to solve common challenges that slow down growth. These tools boost efficiency and help teams scale faster while driving revenue.

Here’s what they fix:

  • Slow manual data collection
  • Inaccurate contact info
  • Limited lead lists
  • Fragmented outreach processes
  • Difficulty tracking social engagement
  • Poor integration with CRMs

Sales teams use them to build better prospect lists. Marketing teams gain sharper audience targeting. Operations use them to automate data flows.

What are the best LinkedIn data API tools?

Here’s a quick look at leading LinkedIn data API software for different needs. This curated selection covers automation, enrichment, and multi-channel outreach tools.

ToolTypeBest forKey Strength
ExpandiOutreach & Lead GenAutomated campaignsEasy-to-use, powerful
EvabootData ExtractionLead data extractionAccurate, quick exports
FullEnrichData EnrichmentCRM enrichmentDeep firmographic data
PhantomBusterAutomationWorkflow automationFlexible, wide integrations
LemlistOutreachEmail outreachPersonalization features
ClayData AggregationContact insightsReal-time social data

Each tool fits certain workflows. For example, if you want more than just data, Expandi or Lemlist can automate campaigns based on LinkedIn data.

How do you choose the best LinkedIn data API software for your team?

Start by thinking about your team's size and what tools you already use. If your team is small, look for user-friendly tools like Lemlist or Expandi. Larger teams might need scalable platforms like PhantomBuster.

Next, factor in your budget. Some tools have free trials or tiered pricing that fits growing teams. Also, check how well the tool integrates with your CRM or marketing stack—this saves time and avoids data silos.

Finally, consider how easy the tool is to use and how quickly your team can adopt it. Choose software that grows with you and has reliable customer support.

What features should you look for in LinkedIn data API software?

Look for features that directly boost productivity and results. Here are a few essentials:

  • Accurate data extraction so you get reliable leads
  • Automated workflows that save manual work
  • CRM integration to keep your data connected
  • Multi-channel outreach support for better engagement
  • Personalization tools that improve response rates
  • Advanced feature: real-time lead scoring to prioritize high-potential contacts

Choosing a tool with these features helps you maximize LinkedIn data without spending hours on manual tasks.

What are common use cases for these tools?

Teams use LinkedIn data API software in many specific ways:

  • Sales reps find verified emails for inbound leads
  • Marketers enrich audience lists with company details
  • Recruiters identify candidates matching exact criteria
  • Growth hackers automate LinkedIn connection requests and messaging
  • Customer success teams monitor client updates and social signals

This flexibility lets cross-functional teams work smarter using LinkedIn data.

What benefits can you expect from using LinkedIn data API tools?

Using these tools means faster lead generation, cleaner data, and smarter outreach. Your team can save hours of manual work every week. Expect improved response rates from personalized messaging and better targeting from enriched data.

Strategically, it helps you reach more high-quality prospects. Operationally, data syncs smoothly into CRMs. Together, this drives more meetings booked and ultimately more closed deals.

What should you know before getting started?

LinkedIn data API tools bring huge benefits but also challenges. Costs add up if you need many API calls or seats. Adoption can be slow without proper training. Setup may take time to connect with existing systems.

To ease these, try free trials first. Provide teams with simple onboarding materials. Choose vendors with good support. Set realistic expectations and scale gradually.

Once you do, you’re ready to unlock LinkedIn’s full potential and accelerate your growth.

See also:

Advertising & Paid Campaign Tools
AI Avatars
AI Writing Assistants
Best LinkedIn Tools
Contact Syncing & CRM Integration
Content Creation Tools
Content Personalization
Content Scheduling/Distribution
Image/Graphic Design Tools
Lead Scraping
Amplemarket

Amplemarket

Next Generation Sales Intelligence

View

Pricing

Starting at $600

Key Features

Top-quality data access
Tailored multichannel outreach
AI-driven deliverability optimization
Amplemarket

Amplemarket

View

Amplemarket helps sales teams by providing an AI sales copilot that helps them find leads, engage with them, and optimize outreach. It provides the means to increase conversion rates, save time on research, and ramp up sales efforts through AI-driven insights, multichannel engagement, and deliverability optimization.

Best For

Startups
SMBs
Mid-market
Enterprise
Captain Data

Captain Data

Automation Platform

View

Pricing

Starting at $37.49

Key Features

Discover and enrich buyer profiles
Extract real-time behavior signals
Automate workflows at scale
Captain Data

Captain Data

View

Captain Data offers developers a unified API to access and utilize buyer intent data. It aggregates thousands of data points into a single model, which simplifies buyer profile discovery, signal detection, and engagement automation at scale.

Best For

Startups
Scale-ups
Mid-market
Clay

Clay

Prospect Differently

View

Pricing

Starting at $149

Key Features

Recurring workflows
CRM enrichment and hygiene
Targeted lead list building
Clay

Clay

View

Clay helps Go-To-Market teams access unique data from 100+ sources and AI agents, enabling them to automate growth workflows. It delivers value by enriching customer data, tracking intent signals, formatting data with AI, and constantly updating tools like CRM and email sequencers.

Best For

Startups
SMBs
Enterprise
Featured
Wiza

Wiza

Email Finder for LinkedIn - B2B Database

View

Pricing

Starting at $83

Key Features

Find verified emails fast
Get accurate contact data
Export up-to-date info easily
Wiza

Wiza

View

Wiza helps sales teams, recruiters, and marketers find accurate B2B contact information. It actively checks live data sources when requested, unveiling validated prospect data such as email addresses and phone numbers, and integrates with CRMs for seamless data flow.

Best For

SMBs
Mid-market
Enterprise
Databar

Databar

Hundreds of data providersunder one roof

View

Pricing

Starting at $39

Key Features

Find prospects ready to buy
Enrich data from multiple sources
Automate research and workflows
Databar

Databar

View

Databar.ai helps GTM teams to unlock new markets, enrich leads, and scrape the web, all through a spreadsheet UI. It provides access to a large library of integrations, third-party data, and data enrichment tools, offering seamless data analysis, visualization, sharing, and action-taking capabilities.

Best For

Startups
Scale-ups
SMBs
Evaboot

Evaboot

LinkedIn Sales Navigator Scraper

View

Pricing

Starting at $9

Key Features

Export clean data instantly
Generate lead lists quickly
Match filters with leads
Evaboot

Evaboot

View

Linkedin Sales Navigator Scraper - Evaboot Chrome Extension helps companies and individuals to quickly build lead lists from LinkedIn Sales Navigator with clean data and emails. It achieves this by providing data extraction, cleaning, lead filtering, email finding, and email verification, all while ensuring GDPR compliance and safe scraping practices.

Best For

SMBs
Mid-market
Enterprise
Expandi

Expandi

Worlds safest software for LinkedIn Automation

View

Pricing

Starting at $99

Key Features

Bypass LinkedIn limits safely
Automate LinkedIn outreach sequences
Integrate any email provider
Expandi

Expandi

View

#1 Linkedin Automation Tool helps sales teams, recruiters, fundraising teams, and agencies automate LinkedIn outreach and engagement. It scrapes leads, personalizes messages, manages campaigns, sequences outreach via LinkedIn and email, and provides detailed analytics and reporting.

Best For

Startups
Scale-ups
Agencies
FullEnrich

FullEnrich

B2B Contact Enrichment

View

Pricing

Starting at $26

Key Features

Find emails and phone numbers
Waterfall enrichment with high find rate
Integrate with over thousand apps
FullEnrich

FullEnrich

View

FullEnrich helps B2B sales and marketing teams find more emails and phone numbers for their prospects, aiming to increase pipeline and customer reach. It aggregates contact information from over 15 vendors, verifies email deliverability, and integrates with tools like LinkedIn, Sales Navigator, Zapier, and CRMs.

Best For

SMBs
Mid-market
Enterprise
HeyReach

HeyReach

10x your LinkedIn outreach without scaling your team

View

Pricing

Starting at $79

Key Features

Auto-rotate LinkedIn senders for outreach
Import qualified leads from tools
Combine LinkedIn connection and messaging
HeyReach

HeyReach

View

HeyReach helps lead generation agencies and sales teams automate LinkedIn outreach with unlimited senders and a unified inbox. It delivers value by rotating through multiple LinkedIn accounts, automating invites and messages, and providing agency-tailored reporting and integrations.

Best For

Agencies
SMBs
Mid-market
LaGrowthMachine

LaGrowthMachine

Sales Automation Software

View

Pricing

Starting at $50

Key Features

Build your list
Find decision makers
Find emails
LaGrowthMachine

LaGrowthMachine

View

LA Growth Machine helps B2B companies get more leads and sales opportunities through automated, personalized outreach. It delivers qualified prospects directly to your sales pipeline with hyper-personalized messaging and AI-driven campaign management.

Best For

Startups
Scale-ups
Agencies
SMBs
Lemlist

Lemlist

AI-powered Sales Engagement Platform for Converting Ideal Buyers

View

Pricing

Starting at $55

Key Features

Find qualified leads fast
Enrich contact info automatically
Personalize outreach at scale
Lemlist

Lemlist

View

lemlist helps salespeople and marketers reach more customers by building lead lists, personalizing outreach, and improving email deliverability. It automates email personalization at scale and warms up email domains to avoid spam filters, supporting successful cold outreach campaigns across multiple communication channels.

Best For

Startups
SMBs
Agencies
LinkedCamp

LinkedCamp

The Most Reliable LinkedIn Automation Tool

View

Pricing

Starting at $69

Key Features

AI-powered multi-channel outreach
Smart appointment scheduling
Predictive analytics insights
LinkedCamp

LinkedCamp

View

LinkedCamp helps coaches, financial advisors, insurance agents, realtors, recruiters, SaaS professionals, salespeople, and brokers boost outreach and generate leads on LinkedIn. It automates personalized messages and connection requests while mimicking human behavior with time delays and country-based IP addresses, ensuring compliance with LinkedIn's terms, and offers multi-channel campaigns with third-party integrations.

Best For

Startups
Scale-ups
Agencies
PhantomBuster

PhantomBuster

A new era of lead generation

View

Pricing

Starting at $56

Key Features

Automate lead generation workflows
Extract live data from platforms
Enrich lists with data points
PhantomBuster

PhantomBuster

View

PhantomBuster helps sales and marketing teams by automating lead generation, data enrichment, and outreach. It retrieves real-time data from various platforms to identify high-intent leads, enabling personalized messaging and improved conversion rates.

Best For

Startups
Scale-ups
SMBs
Piloterr

Piloterr

Web Scraping &Data Extraction

View

Pricing

Starting at $49

Key Features

Web scraping made easy with APIs
Over fifty ready-to-use endpoints
Bypass major anti-bot protections
Piloterr

Piloterr

View

Piloterr helps companies leverage web data through ready-to-use scraping APIs. It retrieves data from various online platforms while bypassing anti-scraping measures with rotating proxies and smart retry mechanisms, and offers fast and reliable APIs that are GDPR and CCPA compliant.

Best For

Startups
Scale-ups
SMBs
Prospeo

Prospeo

Find business email addresses for outreach

View

Pricing

Starting at $39

Key Features

Find verified email addresses
search emails by domain
discover high-quality B2B mobile numbers
Prospeo

Prospeo

View

Prospeo helps sales professionals, recruiters, and marketers find verified email addresses and mobile numbers for outreach. It delivers this value by offering tools like an email finder, domain search, Sales Navigator export, mobile finder, email verifier, and a Chrome extension to locate contact information from various sources including LinkedIn and websites.

Best For

Startups
SMBs
Mid-market
Saleleads

Saleleads

LinkedIn data extraction for lead generation

View

Pricing

Starting at $49

Key Features

Easily get public LinkedIn data
LinkedIn data extraction API
Access real-time LinkedIn insights
Saleleads

Saleleads

View

LinkedIn Lead Generation API for easy public data extraction to boost sales and growth. Integrate seamlessly to target the right audience and scale your business

Best For

Startups
Scale-ups
SMBs
Salesrobot

Salesrobot

#1 Sales Engagement Tool for Cold Outreach

View

Pricing

Starting at $39

Key Features

LinkedIn and cold email automation
AI personalized voice notes and videos
AI inbox manager for meetings
Salesrobot

Salesrobot

View

SalesRobot assists sales teams, marketers, and business owners in growing their LinkedIn network and acquiring more leads. It achieves this by automating outreach, utilizing AI to craft personalized LinkedIn messages, finding ideal customers through various sources, and managing conversations with a built-in mini-CRM.

Best For

Startups
Scale-ups
Agencies
Teamfluence

Teamfluence

Automated LinkedIn social engagement signal tracker

View

Pricing

Starting at $89

Key Features

LinkedIn automation for sales teams
Collect and enrich social signals
Identify 100% LinkedIn traffic
Teamfluence

Teamfluence

View

Teamfluence automates LinkedIn social signals collection, enriching leads to boost targeted sales outreach.

Best For

Startups
Scale-ups
SMBs
Vayne

Vayne

LinkedIn scraper with email enrichment

View

Pricing

Starting at $29

Key Features

Scrape over daily profile limits
Clean and export precise LinkedIn filters
Schedule extractions in advance
Vayne

Vayne

View

Vayne scrapes up to 15,000 LinkedIn profiles daily with clean, ready-to-use data and email enrichment. It protects your LinkedIn account while boosting lead generation efficiency

Best For

Indie
Startups
Agencies
We-Connect

We-Connect

The Safest LinkedIn Automation Software

View

Pricing

Starting at $69

Key Features

Automated LinkedIn lead generation
AI personalized messaging
Multi-channel email automation
We-Connect

We-Connect

View

We-Connect helps sales and marketing professionals, recruiters, entrepreneurs, and experts expand their LinkedIn network and automate outreach. It targets specific audiences, sends personalized connection requests and messages, and tracks responses, ultimately driving lead generation, recruitment, and influence.

Best For

SMBs
Mid-market
Enterprise

Frequently Asked Questions

What are Linkedin Data APIs?

Linkedin Data APIs are tools that provide programmatic access to Linkedin’s data for automation, lead generation, and analytics.

What can Linkedin Data APIs do?

They extract profiles, company info, and job data to help with prospecting, marketing, and business insights.

How do Linkedin Data APIs work?

They connect to Linkedin’s platform via API calls that fetch real-time data based on your query parameters.

Are Linkedin Data APIs easy to set up?

Yes, most require API key setup and basic authentication, with clear documentation for quick integration.

Are Linkedin Data APIs free?

Most Linkedin Data APIs offer limited free tiers, but full access usually needs a paid subscription.

What is the common Linkedin Data APIs pricing?

Pricing typically ranges from $50 to $500 per month depending on data volume and features.

What are the types of Linkedin Data APIs?

Common types include profile data, company data, job listings, and connection information APIs.

Do Linkedin Data APIs work with email?

Yes, some APIs provide email enrichment or validation linked to Linkedin profiles.

What are the best Linkedin Data APIs tools?

Popular tools are PhantomBuster, Skrapp, and LinkedIn Sales Navigator API for seamless data extraction.

What are common Linkedin Data APIs integrations?

They often integrate with CRM systems, marketing automation, and analytics platforms for enhanced workflows.