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Linked API VS Bright Data

Compare Linked API VS Bright Data and see what are their differences

Linked API

Secure LinkedIn API for controlling LinkedIn accounts or retrieving real-time data. Perfect for complex automations, advanced outreach, data collection, and more.

Rating
0 reviews
Pricing
Paid $49 / Monthly (per 1 account)
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Alternatives Is it good?
Bright Data

World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.

Rating
4.0 · 1 review
Pricing
Open source
Promote on VibeVoted
Alternatives Is it good?
SuperOps
Modern PSA and RMM Software for MSP's and IT Teams sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, Bright Data seems to be more popular. It has been mentioned 45 times since March 2021.

social mentions
0 vs 45
LinkedIn Tools popularity
100% vs 0%
alternatives listed
23 vs 240+

Base details

Website, pricing, platforms and company facts side by side.

Linked API
Bright Data
Website linkedapi.io brightdata.com
Pricing
Paid $49 / Monthly (per 1 account) Official pricing
Open source Official pricing
Company Startup from Portugal · 1 - 9 employees · 2024 2021
Listed in
LinkedIn LinkedIn Tools Automation APIs API Tools Data Extraction +3
Proxy Residential Proxies Private Proxy Data Collector Unblocker SERP Analysis +3

About Linked API and Bright Data

In their own words, as submitted to SaaSHub.

Linked API
Bright Data

Account API: Account API lets you manage any number of LinkedIn accounts programmatically through a single API interface or integrate your accounts into other tools and services. It's perfect for: Complex automations; Service integrations; Advanced outreach; Data collection; Custom control...

Read more about Linked API

No description of Bright Data yet.

Features and specs

What each product offers, as listed by its team.

Linked API 8 features
Bright Data 5 features
  • Complex Automations.
    Break free from standard LinkedIn automation tools. Account API enables implementation of sophisticated, multi-step workflows with complete flexibility – perfect for scenarios where traditional solutions fall short.
  • Integrations.
    Connect LinkedIn functionality directly into your favourite tools like Make, Zapier, PipeDrive, HubSpot, Slack, and more. Use our ready-made integrations or build your own with the documentation.
  • Advanced Outreach.
    Go beyond boring "connect + message" flows. Create personalized outreach campaigns incorporating activity monitoring, post engagement, skill endorsements, and any other LinkedIn social actions – delivering truly meaningful interactions at scale.
  • Data Collection.
    Get real-time access to LinkedIn data on employees, companies, posts, job listings, and more – unlike Clay, Apollo, and other providers with outdated data. Perform advanced searches and combine datasets to give your sales or HR team an unfair advantage.
  • Unlimited Control.
    If you can do it manually in LinkedIn, you can automate it with Account API. Take complete programmatic control of your LinkedIn account to create any workflow you can imagine – just as if you were using the browser, but automated.
  • Sales & Marketing.
    Access real-time company and people data for effective relationship building, enrichment, and scoring. Track company updates, employee movements, and organizational changes as they happen – leaving behind Clay, Apollo, and similar tools with outdated databases.
  • HR & Recruitment.
    Get comprehensive candidate background data including basic information, education history, work experience, and more. Search and retrieve data about companies, their employees, organizational structure, and job postings – all in real-time directly from LinkedIn.
  • Research & AI.
    Collect LinkedIn data to train AI models, augment agent capabilities, or conduct research. Perfect for building market intelligence systems, analyzing industry trends, or developing AI solutions that require fresh, structured professional data.
  • Extensive Proxy Network
    Bright Data offers a vast and diverse network of over 72 million IPs, ensuring high availability and reliability for users.
  • Wide Range of Services
    Provides various proxy solutions including data center, residential, mobile, and ISP proxies, catering to different user needs.
  • Geographical Targeting
    Allows users to target proxies based on specific countries, cities, and even ASN, which is beneficial for localized data scraping.
  • Advanced Tools and APIs
    Offers sophisticated tools and APIs for automation, data extraction, and optimized proxy management.
  • Customer Support
    Provides round-the-clock customer support and numerous resources such as detailed documentation and integration guides.

Possible disadvantages

  • Cost
    Bright Data's services are priced at a premium, which might be expensive for small businesses or individual users.
  • Complexity
    The extensive range of options and settings can be overwhelming and may require a steep learning curve for new users.
  • Ethical Concerns
    The use of residential and mobile proxies can raise ethical questions regarding user consent and data privacy.
  • Account Approval
    New accounts are subject to approval which can delay immediate access to the service.
  • Occasional IP Blocks
    Despite the large IP pool, users may still experience occasional blocks and captchas when accessing certain websites.

Analysis

An editorial look at what each product does well and who it suits.

Linked API
Bright Data

Overall verdict

  • Linked API (linkedapi.io) is a solid choice for developers and businesses looking to programmatically integrate LinkedIn data and automation into their workflows, offering a structured API approach that can save significant development time compared to building scrapers from scratch.

Why this product is good

  • Provides a developer-friendly API for accessing LinkedIn data and automating tasks without building custom scraping infrastructure
  • Can streamline lead generation, recruitment, and sales prospecting workflows through programmatic access
  • Offers structured, ready-to-use endpoints that reduce development and maintenance overhead
  • Enables automation at scale for tasks that would otherwise be manual and time-consuming
  • Useful for integrating LinkedIn functionality into CRMs and other business tools

Recommended for

  • Developers building tools that require LinkedIn data integration
  • Sales and marketing teams focused on lead generation and prospecting
  • Recruiters and HR professionals sourcing candidates at scale
  • Growth hackers and agencies automating outreach campaigns
  • Startups and businesses building CRM or sales automation platforms

Overall verdict

  • Bright Data is generally considered a good choice for businesses and professionals who require reliable and scalable proxy services. It excels in offering a comprehensive set of features and a vast IP pool, although it might be considered expensive for individual or small-scale users.

Why this product is good

  • Bright Data, formerly known as Luminati Networks, is a well-regarded proxy service provider known for its vast network of IP addresses and wide range of proxy types. It offers residential, data center, and mobile proxies with a focus on reliability and scalability. The service is often praised for its high uptime, excellent customer support, and robust infrastructure, making it a popular choice for businesses needing large-scale data collection and web scraping solutions.

Recommended for

  • Large enterprises needing mass data collection
  • Businesses engaged in web scraping and analysis
  • Companies requiring high uptime and reliability
  • Professionals interested in diverse proxy options, including residential and mobile

Videos

Walkthroughs and reviews on video.

Linked API 0 videos + Add
Bright Data 1 video + Add

No Linked API videos yet. You could help us improve this page by suggesting one.

Rotating Residential Network | Proxy Network Types | Bright Data (Formerly Luminati Networks)

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Linked API
Bright Data
100% 100%
LinkedIn Tools
0% 0%
0% 0%
Proxy
100% 100%
100% 100%
AI Agents
0% 0%
0% 0%
Residential Proxies
100% 100%

Questions & Answers

As answered by people managing Linked API and Bright Data.

Which are the primary technologies used for building your product?

Linked API's answer

  • Cloud infrastructure;
  • REST APIs;
  • Browser automation;
  • Proxy management systems;
  • Data processing pipelines;
  • Security and encryption protocols.

Who are some of the biggest customers of your product?

Linked API's answer

  • Enterprise software companies;
  • Recruitment agencies;
  • Sales intelligence platforms;
  • Market research firms;
  • AI/ML companies.

How would you describe the primary audience of your product?

Linked API's answer

  • Sales departments needing data enrichment;
  • Recruitment teams sourcing candidates;
  • Developers building LinkedIn automation;
  • Researchers collecting professional data.

Why should a person choose your product over its competitors?

Linked API's answer

  • Real-time data vs outdated databases (Clay, Apollo);
  • Secure cloud infrastructure with perfect device matching;
  • Flexible API supporting complex workflows;
  • Comprehensive integration options;
  • Top-notch security.

What's the story behind your product?

Linked API's answer

The founders of Linked API consider LinkedIn the best networking tool available, but realized its value diminishes when everything must be done manually with no scalability. They recognized that for most users, the time investment wasn't justified by the returns. This insight led them to create a flexible automation solution that intelligently combines account management and data access capabilities, saving significant time and making LinkedIn presence both manageable and cost-effective.

What makes your product unique?

Linked API's answer

Real-time data access and undetectable account automation through dedicated cloud browsers – unlike competitors who use outdated databases or detectable automation methods. Our platform perfectly replicates device fingerprints and behavior patterns.

User comments

Share your experience with using Linked API and Bright Data. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Linked API no reviews yet
Bright Data 4.0 · 1 review

We have no reviews of Linked API yet. Be the first one to post

  • The best web scraping tools for AI agents in 2026
    spicrawl.com · Oct 2026

    It depends on the job. For turning known URLs into clean Markdown, a scraping API such as Spicrawl, Firecrawl or Jina Reader is the simplest. For crawling whole sites, Firecrawl, Crawl4AI, Context.dev and Apify follow...

  • Proxy Service Awards 2024
    proxyway.com · May 2024

    And if there’s one thing that defines Bright Data in an industry where all gaps are closing, it’s the platform. We’ve criticized it for complexity and opaqueness; but after all these years, we have to admit that...

  • Mixed feelings
    SaaSHub review
    · Mar 2024

    We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Linked API 0 mentions
Bright Data 45 mentions

Tracking Linked API since Sep 2024.

  • Precursor
    Happy to offer a counter of some great products for anti-bot defeat: https://brightdata.com/ https://www.zenrows.com/ https://www.capsolver.com/ https://scrapfly.io/ hundreds of millions of residential ips, human browser fingerprints,... - Source: Hacker News / 4 months ago
  • Best Web Scraping Tools in 2026: A Hands-On Comparison of the Top 10
    The best web scraping tools 2026 leaderboard hasn't changed; the gap has narrowed. Bright Data remains the safest bet for any team that wants to spend time on the data, not on the scraping. The 660-scraper library, 400M-IP network,... - Source: dev.to / 6 months ago
  • The Economics of Web Scraping: How Consultancies Price Data Extraction and Manage Scope Creep
    Infrastructure Pass-Through (OpEx) Data extraction at scale is infrastructure-heavy. Bypassing modern Web Application Firewalls (WAFs) requires high-quality residential proxies, CAPTCHA solvers, and substantial browser-automation compute... - Source: dev.to / 6 months ago

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When comparing Linked API and Bright Data, you can also consider the following products.

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