Software Alternatives, Accelerators & Startups

Bright Data VS LikeClaw

Compare Bright Data VS LikeClaw and see what are their differences

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Bright Data logo Bright Data

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

LikeClaw logo LikeClaw

Cloud AI agent platform with sandboxed execution, 100+ models, and pay-per-use credits. Like OpenClaw, but with real security and no surprise bills.
  • Bright Data Landing page
    Landing page //
    2021-05-12
  • LikeClaw AI Agent assembly line
    AI Agent assembly line //
    2026-03-27
  • LikeClaw Thousands of skills
    Thousands of skills //
    2026-03-27
  • LikeClaw Interactive chat
    Interactive chat //
    2026-03-27
  • LikeClaw Connect from messengers
    Connect from messengers //
    2026-03-27
  • LikeClaw Get data from anywhere
    Get data from anywhere //
    2026-03-27
  • LikeClaw AI Agent remember everything you said
    AI Agent remember everything you said //
    2026-03-27
  • LikeClaw Work by timer
    Work by timer //
    2026-03-27
  • LikeClaw All tasks results in one place
    All tasks results in one place //
    2026-03-27

What is LikeClaw?

A cloud AI agent platform that runs autonomous tasks in sandboxed environments. Code execution, file management, web scraping, data analysis, and workflow automation โ€” all running securely in the cloud, not on your machine.

Why not just use OpenClaw?

OpenClaw gives you a powerful agent, but at a cost:

  • 3+ days of setup (Docker, API keys, model configuration)
  • No sandboxing โ€” agents run with full access to your system
  • 341+ malicious skills found on ClawHub by security researchers (Snyk, Kaspersky, Cisco)
  • Unpredictable costs โ€” API bills ranging from $50 to $3,600/month

LikeClaw delivers the same agent capabilities as a managed service. Sign up, start working. 30 seconds, not 3 days.

Key features

  • Sandboxed execution โ€” every task runs in an isolated E2B container. Agents can't touch your system.
  • 100+ AI models โ€” Claude, GPT-4, Gemini, DeepSeek, Grok, and more. One account, every model.
  • Vetted skills marketplace โ€” every skill reviewed before it can execute. No malware, no data exfiltration.
  • Persistent workspaces โ€” file versioning, version history, one-click restore. Nothing an agent does is permanent.
  • Background tasks & scheduling โ€” agents run autonomously on schedules, push results to Telegram/WhatsApp/LINE.
  • Pay-per-use credits โ€” credit packs from $5 to $100. No subscriptions, no surprise bills. 20,000 free credits at signup.

Who it's for

  • Developers who tried OpenClaw and hit security warnings or cost surprises
  • Teams who need AI automation without self-hosting infrastructure
  • Anyone paying for 3-4 separate AI subscriptions who wants one platform instead

Available on web and Google Play. Desktop app available.

Bright Data features and specs

  • 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 of Bright Data

  • 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.

LikeClaw features and specs

  • User-Friendly Interface
    LikeClaw offers an intuitive and easy-to-navigate interface, which makes it accessible for users with varying levels of technical expertise.
  • Comprehensive Analytics
    Provides detailed analytics and insights into social media performance, helping users make informed decisions to optimize their strategies.
  • Automation Features
    The platform includes features that automate repetitive tasks such as scheduling posts, saving users time and ensuring consistent online presence.
  • Multi-Platform Support
    Supports multiple social media platforms, allowing users to manage all their accounts from a single dashboard.
  • Customer Support
    Offers reliable customer support to assist users with any technical issues or questions they might have.

Analysis of Bright Data

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

Analysis of LikeClaw

Overall verdict

  • I don't have reliable information about a product or service called LikeClaw (likeclaw.ai), so I cannot verify whether it is good or make specific claims about its quality, features, or performance.

Why this product is good

  • I cannot verify the existence, legitimacy, or track record of this specific service without reliable information
  • Any claims I make about an unfamiliar product could be inaccurate or misleading
  • Before choosing any online tool, you should verify its reputation through independent reviews, trials, and security checks

Recommended for

  • Users who first conduct their own due diligence, such as reading third-party reviews and testimonials
  • Those who try any available free trial or demo before committing to a paid plan
  • People who verify data privacy policies, security practices, and customer support quality before signing up

Bright Data videos

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

LikeClaw videos

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

Add video

Category Popularity

0-100% (relative to Bright Data and LikeClaw)
Proxy
100 100%
0% 0
AI
0 0%
100% 100
Residential Proxies
100 100%
0% 0
AI Assistant
0 0%
100% 100

Questions & Answers

As answered by people managing Bright Data and LikeClaw.

What makes your product unique?

LikeClaw's answer:

LikeClaw is the only AI agent platform that combines full autonomous code execution with E2B sandboxed security. Every task runs in an isolated container that gets destroyed after completion โ€” agents can't access your system, leak API keys, or install malware. You get OpenClaw-level power without self-hosting, without BYOK API key management, and without the security risks that made Kaspersky, Cisco, and Snyk issue warnings about the alternative.

Why should a person choose your product over its competitors?

LikeClaw's answer:

Three reasons: security, simplicity, and cost. OpenClaw requires 3+ days of Docker setup and runs with full system access โ€” LikeClaw runs in 30 seconds in a sandboxed cloud. ChatGPT and Claude can chat but can't execute code autonomously or run background tasks. Cursor and Copilot are locked to your IDE. LikeClaw gives you 100+ AI models, a vetted skills marketplace, persistent file workspaces with version history, and scheduled autonomous tasks โ€” all for pay-per-use credits starting at $5 instead of $20+/month subscriptions.

How would you describe the primary audience of your product?

LikeClaw's answer:

Developers and technical founders who want AI agents that actually do things โ€” execute code, automate workflows, process data โ€” without spending days on setup or worrying about security. Also non-technical business users who need AI automation without touching a terminal. Common thread: they've either tried OpenClaw and hit the security/cost wall, or they're paying for multiple AI subscriptions and want one platform instead.

What's the story behind your product?

LikeClaw's answer:

We watched the OpenClaw hype cycle play out โ€” powerful AI agents that ran unsandboxed on your machine with full system access. Then the security reports started dropping: Snyk found 341 malicious skills on ClawHub, Kaspersky issued warnings, users reported API bills hitting $3,600/month. The vision was right but the execution was dangerous. We built LikeClaw as what OpenClaw should have been โ€” the same agent capabilities, delivered as a secure managed service with sandboxed execution and predictable pricing. First commit to production in 48 hours, global in 10 languages within two months.

Which are the primary technologies used for building your product?

LikeClaw's answer:

Node.js backend, React frontend, E2B for sandboxed code execution, MongoDB for data, Google Cloud Storage for media, Cloudflare for CDN and deployment, Claude Code CLI for background agent tasks. Supports 100+ LLM models from 20+ providers including Anthropic, OpenAI, Google, xAI, and DeepSeek through a unified proxy layer.

Who are some of the biggest customers of your product?

LikeClaw's answer:

LikeClaw is an early-stage product-led growth platform focused on individual developers and small teams. We don't disclose specific customer names at this stage.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Bright Data and LikeClaw

Bright Data Reviews

  1. Sam Mitchell
    ยท Owner at KittenProperties ยท
    Mixed feelings

    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.

    ๐Ÿ Competitors: Decodo, NetNut.io
    ๐Ÿ‘ Pros:    Cheap dc proxies
    ๐Ÿ‘Ž Cons:    Quite expensive|Residential proxies are worse than competitiors

Proxy Service Awards 2024
And if thereโ€™s one thing that defines Bright Data in an industry where all gaps are closing, itโ€™s the platform. Weโ€™ve criticized it for complexity and opaqueness; but after all these years, we have to admit that Bright Dataโ€™s tooling remains a north star for many providers aspiring to serve the most demanding clients.
Source: proxyway.com
Top 10 Alternatives to Bright Data (formerly Luminati Proxy Networks)
Oxylabs remains the number aggressive competitor of Bright Data โ€“ they have even had a case to settle in the court in the past. If you wouldnโ€™t want to use Bright Data proxies, then you might as well avoid Oxylabsas it is everything you hate in Bright Data and even worse. Aside from the pricing aspect, Oxylabs have been found to engage in some unethical practices and scam...
911.re Alternatives: 10 Best Proxies Smilar to 911 Proxy in 2023
The most exciting thing about Bright Data is that it comes with new daily feature releases so that you always have access to the latest features as soon as they are released. You also have access to 24/7 global support and dedicated account managers who will help you get started with Bright Data immediately!
17 BEST Residential Proxies to Buy in 2022 (Cheap & Premium)
Formerly known as Luminati Networks, Bright Data is the most popular premium residential proxy provider in the industry.
Source: earthweb.com
10 Best Free Online Proxy Server List of 2022 [VERIFIED]
Verdict: Bright Data Proxy Manager will help you with various use cases such as web data extraction, e-commerce, collecting stock market data, brand protection, etc. Bright Data has capabilities of data collection from eCommerce, Social Media, etc. It provides 24ร—7 global support and dedicated account managers.

LikeClaw Reviews

We have no reviews of LikeClaw yet.
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Social recommendations and mentions

Based on our record, Bright Data seems to be more popular. It has been mentiond 45 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Bright Data mentions (45)

  • 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, custom browser binaries, auto solve of turnstyle, recaptcha v3, kasada, datadome, AWS WAF, etc if they come up. - Source: Hacker News / 27 days 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, pay-per-success pricing and unlimited concurrency are still uncontested at the high end. - Source: dev.to / 3 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 resources. Services like Bright Data charge significantly by the gigabyte for premium residential IPs. These variable infrastructure costs must be passed directly to the client,... - Source: dev.to / 4 months ago
  • LinkedIn Scraping Is Dead: 5 Legal, ToS-Safe Alternatives That Actually Work in 2026
    Bright Data has successfully defended web scraping in U.S. Courts and offers LinkedIn datasets pre-collected and ready to download. LinkedIn profile data on their dataset marketplace runs around $250 per 100,000 records. The freshness caveat is real: bulk datasets are snapshots, not real-time. If you need current job titles on a rolling basis, you're better with an enrichment API than a one-time dataset pull.... - Source: dev.to / 4 months ago
  • Building a Live AI Market Research Terminal: How Bright Data and Convex Replace Polling With Real-Time Everything
    Bright Data built an open-source demo that solves this. It's called the Signal Terminal, a financial research tool built around that problem. - Source: dev.to / 5 months ago
View more

LikeClaw mentions (0)

We have not tracked any mentions of LikeClaw yet. Tracking of LikeClaw recommendations started around Mar 2026.

What are some alternatives?

When comparing Bright Data and LikeClaw, you can also consider the following products

Oxylabs - A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.

OpenClaw - The AI that actually does things. Your personal assistant on any platform.

Decodo - Decodo is perhaps the most user-friendly way to access local data anywhere. It has global coverage with 195 locations, offers more than 55M residential proxies worldwide and a great deal of scraping solutions.

ChatGPT - ChatGPT is a powerful, open-source language model.

NetNut.io - Residential proxy network with 52M+ IPs worldwide. SERP API, Website Unblocker, Professional Datasets.

Hermes - Pandora Client for OS X