Software Alternatives, Accelerators & Startups

Bright Data VS Kuse

Compare Bright Data VS Kuse 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.

Kuse logo Kuse

Kuse โ€” AI workspace that gets things off your plate
  • Bright Data Landing page
    Landing page //
    2021-05-12
  • Kuse Webpage
    Webpage //
    2026-07-02
  • Kuse UI
    UI //
    2026-07-03

Founded in early 2024, Kuse has been dedicated to exploring better ways for humans and AI to work together. Our mission is to make AI the most capable and trusted partner in human creativity.

Through our product, AI can understand each user or team's unique goals, context, and progress, enabling truly personalized assistance that helps people create new things more easily and effectively.

Today, Kuse is used by more than 500,000 users across over 170 countries, empowering individuals and teams around the world to turn ideas into reality.

Based in California, our team spans across Milan, Taipei, Bangkok, and Hong Kong, operating through a cross-timezone, globally distributed collaboration model to drive business growth and innovation.

Kuse

$ Details
paid Free Trial
Platforms
GMail Mixpanel
Release Date
2025 August
Startup details
Country
United States
State
California
Founder(s)
Xiankun Wu, Austin Xu, Yan Zhang, Adrian Jiao
Employees
20 - 49

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.

Kuse features and specs

  • AI workflows
    Tell Kuse what you do every day. It builds the system, runs it on schedule, and saves every result to your workspace. No nodes. No maintenance.
  • Content Creation
    Tell Kuse what you need and point it at your templates, data, or reference files. It produces polished, structured output in seconds, not hours.
  • File System
    Most AI tools forget everything the moment you close the chat. Kuse stores your work in a persistent, cloud-based file system that every future conversation can reference, search, and build on. Access it from any browser, nothing to install.
  • Integrations
    Kuse works with 70+ tools out of the box. Connect once, automate everything.

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 Kuse

Overall verdict

  • Kuse is a solid AI-powered visual workspace that combines an infinite canvas with document analysis, note-taking, and generative AI features, making it a strong choice for those who want to organize research and brainstorm visually.

Why this product is good

  • Infinite canvas interface that lets you visually organize ideas, documents, and media in one flexible workspace
  • Integrates powerful AI models to summarize, analyze, and generate content from your uploaded files and notes
  • Supports multiple file types including PDFs, images, videos, and web links for comprehensive research gathering
  • Helps streamline brainstorming and knowledge management by connecting related concepts spatially
  • Useful for turning scattered information into structured insights with AI assistance

Recommended for

  • Researchers and students who need to gather, analyze, and synthesize large amounts of information
  • Knowledge workers and professionals looking for a visual way to organize projects and ideas
  • Content creators who want AI help brainstorming and drafting from reference materials
  • Teams collaborating on complex projects that benefit from a shared visual canvas
  • Anyone who prefers spatial, mind-map style thinking over linear note-taking

Bright Data videos

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

Kuse videos

Donโ€™t pay for AI. Make AI pay for itself.

More videos:

  • Demo - Introducing Kuse Workflows

Category Popularity

0-100% (relative to Bright Data and Kuse)
Proxy
100 100%
0% 0
AI Tools
0 0%
100% 100
Residential Proxies
100 100%
0% 0
Agentic Process Automation

Questions & Answers

As answered by people managing Bright Data and Kuse.

Why should a person choose your product over its competitors?

Kuse's answer:

People should choose Kuse when they want outcomes, not just conversations.

Compared with chatbots, Kuse is better for producing ready-to-use work across multiple formats. Compared with automation tools like Zapier or n8n, Kuse is more natural-language driven and built for knowledge work, not only app-to-app triggers. Compared with narrow AI tools for slides, docs or websites, Kuse gives users one workspace where they can create, organize, convert and reuse work across formats.

The core advantage is simple: you describe the goal, Kuse plans the work, uses relevant context and tools, then gives you something you can actually use.

Which are the primary technologies used for building your product?

Kuse's answer:

Kuse is built with a modern web and AI stack, including:

โ€ข Next.js and React for the web application โ€ข Zustand for state management โ€ข Radix UI, Framer Motion and a custom design system for the interface โ€ข Tiptap and ProseMirror for rich text editing โ€ข Konva.js and Pixi.js for canvas and visual workspace experiences โ€ข SSE streaming and multi-model AI support for real-time AI interactions โ€ข dnd-kit for drag-and-drop interactions โ€ข Lingui for internationalization โ€ข Sentry and Mixpanel for monitoring and analytics โ€ข Stripe and a credit system for monetization

How would you describe the primary audience of your product?

Kuse's answer:

Kuse is built for ambitious individuals and small teams who need to produce high-quality work quickly but do not have enough time, staff or operational bandwidth.

The strongest audience includes founders, marketers, creators, consultants, operators, students and solo professionals who constantly need to turn scattered information into polished outputs, such as research, websites, reports, decks, spreadsheets and recurring business workflows.

Who are some of the biggest customers of your product?

Kuse's answer:

โ€ข Meta โ€ข Shopee โ€ข KPMG โ€ข Deloitte โ€ข Alibaba.com โ€ข ByteDance โ€ข Tencent โ€ข Yandex

What makes your product unique?

Kuse's answer:

Kuse is not just another AI chat tool. It is an AI workspace that turns messy inputs, files, links, ideas and recurring tasks into finished work.

Most AI tools stop at an answer. Kuse helps users create actual deliverables, such as docs, slides, websites, sheets, reports and workflows. It also keeps the work inside a workspace, so users can continue editing, asking questions, reusing context and turning one-off tasks into repeatable workflows.

What's the story behind your product?

Kuse's answer:

Kuse started from a simple belief: AI should not only answer questions, it should help people complete real work.

Modern work is messy. People collect ideas, files, tabs, notes, customer inputs and meeting context across many tools, then spend hours turning that chaos into something clear. Kuse was created to close that gap. Its mission is to help people move from raw ideas to ready work, using AI as a coworker that can understand goals, organize context and produce deliverables.

The bigger vision is that AI will change how work is organized. Instead of people manually coordinating every task across tools, AI will help route information, execute workflows and reduce coordination cost.

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 Kuse

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.

Kuse Reviews

We have no reviews of Kuse 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 / 26 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 / 3 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

Kuse mentions (0)

We have not tracked any mentions of Kuse yet. Tracking of Kuse recommendations started around Jul 2026.

What are some alternatives?

When comparing Bright Data and Kuse, 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.

Flowith - AI for Deep Work

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.

Manus - AI agent bridges thoughts and actions, excelling in work and life tasks like personalized travel, stock analysis, insurance comparisons, and supplier sourcing, autonomously completing tasks and providing insights while users rest.

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

Microsoft Copilot - Microsoft Copilot leverages the power of AI to boost productivity, unlock creativity, and helps you understand information better with a simple chat experience.