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Bright Data VS Mapsdata

Compare Bright Data VS Mapsdata and see what are their differences

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?
Mapsdata

Turn live Google Maps listings into enriched leads, with owner and decision-maker names, direct owner/decision maker emails and phones, and triple email verification.

Rating
0 reviews
Pricing
Freemium Free trial $45 / Monthly
Promote on VibeVoted
Alternatives Is it good?
SquadPrime
Free MVP cost calculator: describe your app in 5 clicks and get a realistic 2026 estimate for a freelancer build, a traditional agency and a fixed-price 14-day build by senior professionals, where the client owns the code. 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
45 vs 0
Proxy popularity
100% vs 0%
alternatives listed
240+ vs 11

Base details

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

Bright Data
Mapsdata
Website brightdata.com mapsdata.io
Pricing
Open source Official pricing
Freemium Free trial $45 / Monthly Official pricing
Platforms —
Web
Company 2021 Startup from the United States · 1 - 9 employees · 2026
Listed in
Proxy Residential Proxies Private Proxy Data Collector Unblocker SERP Analysis +3
Lead Generation AI Marketing Sales And Marketing Email Marketing Productivity Web Scraping Data Extraction Maps +6

About Bright Data and Mapsdata

In their own words, as submitted to SaaSHub.

Bright Data
Mapsdata

No description of Bright Data yet.

Mapsdata is a local business prospecting + data enrichment platform that transforms real-time Google Maps listings into accurate, verified leads ready for sales and outreach. Rather than simply collecting basic business information, Mapsdata goes a step further by identifying the owners and key...

Read more about Mapsdata

Features and specs

What each product offers, as listed by its team.

Bright Data 5 features
Mapsdata 0 features
  • 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.

No features have been listed yet.

Analysis

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

Bright Data
Mapsdata

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

No analysis of Mapsdata yet.

Videos

Walkthroughs and reviews on video.

Bright Data 1 video + Add
Mapsdata 0 videos + Add

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

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

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
Bright Data
Mapsdata
100% 100%
Proxy
0% 0%
99% 99%
Web Scraping
1% 1%
100% 100%
Residential Proxies
0% 0%
0% 0%
Marketing
100% 100%

Questions & Answers

As answered by people managing Bright Data and Mapsdata.

What makes your product unique?

Mapsdata's answer:

Mapsdata goes beyond traditional Google Maps scraping by identifying the actual owners and decision-makers behind local businesses, not just collecting business names and phone numbers.

Our proprietary enrichment engine cross-references 7+ independent sources, including business directories, official records, company websites, and proprietary datasets, to uncover direct owner emails, personal business phone numbers, and 50+ additional data fields.

Unlike platforms relying on outdated databases, Mapsdata researches and enriches every lead on demand. Built-in email verification, phone number classification, and multi-source identity matching mean users receive accurate, outreach-ready contacts without needing multiple separate tools.

Why should a person choose your product over its competitors?

Mapsdata's answer:

Most Google Maps scrapers provide basic business listings, while traditional B2B databases often have limited coverage of smaller local businesses.

Mapsdata combines the strengths of both. Users can discover businesses directly from Google Maps, identify their owners, find direct emails and phone numbers, verify contact details, and export complete lead lists through one platform.

Key advantages include 7+ enrichment sources, 50+ data fields, built-in email verification with reported bounce rates below 2%, direct owner contact discovery, and fresh data collected on demand.

Instead of combining tools like Outscraper, Apollo, Hunter, and separate email verification services, Mapsdata brings the entire local business prospecting workflow together. It also provides API and MCP integrations for automated lead generation.

How would you describe the primary audience of your product?

Mapsdata's answer:

Mapsdata is built for anyone who needs accurate local business leads and direct access to the people making purchasing decisions.

Our primary users include lead generation agencies, digital marketing agencies, outbound sales teams, SDRs, growth marketers, B2B service providers, and founders looking to acquire new customers.

It's particularly valuable for agencies selling SEO, web design, advertising, automation, AI solutions, and other services to local businesses.

Mapsdata also serves developers and automation teams looking to integrate Google Maps business discovery and contact enrichment into their existing workflows using our API and MCP integrations.

What's the story behind your product?

Mapsdata's answer:

Mapsdata started from a simple frustration: finding local businesses was easy, but actually reaching the people behind them was unnecessarily difficult.

Google Maps had millions of potential customers, but most scraping tools only returned basic business information. Finding the real owner, tracking down their direct email or phone number, and verifying those details often required several different services, manual research, and a lot of wasted time.

We wanted to build something better.

What began as a way to simplify local business prospecting evolved into a complete lead generation and enrichment platform. We developed our own matching technology to connect information from multiple independent sources, identify business owners, discover direct contacts, and verify everything before delivery.

The goal has always been straightforward: turn a Google Maps search into a list of real, reachable decision-makers, without the complexity of stitching together five different tools.

Which are the primary technologies used for building your product?

Mapsdata's answer:

Mapsdata combines several technologies to power its local business discovery and enrichment infrastructure:

  • Google Maps data extraction: Live business discovery, location-based searches, and business profile collection.
  • Proprietary data enrichment engine: Multi-source matching across 7+ business directories, official records, websites, and proprietary datasets.
  • Web scraping and crawling: Automated extraction of business websites, contact information, and publicly available data.
  • Entity resolution and identity matching: Cross-referencing businesses and individuals to identify owners and decision-makers.
  • Email discovery and verification: Contact discovery with domain, MX, SMTP, and deliverability checks.
  • Phone intelligence: Phone number enrichment, validation, and mobile, landline, or VoIP classification.
  • REST API: Programmatic access to business searches, enrichment, and lead data.
  • Model Context Protocol (MCP): AI agent integrations for automated business research and lead generation.

User comments

Share your experience with using Bright Data and Mapsdata. 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.

Bright Data 4.0 · 1 review
Mapsdata no reviews yet
  • 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...

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

Social recommendations and mentions

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

Bright Data 45 mentions
Mapsdata 0 mentions
  • 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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Tracking Mapsdata since Oct 2026.

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