7 Bright Data Alternatives: Specialized Solutions for Every Web Data Need (2026)

Bright Data is widely recognized as a leading web data infrastructure platform, serving over 20,000 organizations worldwide with its massive proxy networks, advanced scraping APIs, and enterprise-grade data collection tools. For companies building custom data pipelines at scale, its 150+ million residential IPs and advanced unblocking technologies place it among the largest providers in the industry.

 

But here's the reality: not every business needs to build and manage their own web scraping infrastructure. Some organizations need simpler tools with lower learning curves. Others want ready-made solutions for specific use cases like e-commerce price monitoring. And many teams, particularly those without dedicated data engineers, would prefer turnkey intelligence over raw infrastructure.

 

That's where this guide comes in. Whether you're looking to:

 

  1. Get competitive pricing intelligence without building scrapers

  2. Find enterprise-grade proxy infrastructure with faster response times

  3. Start web scraping with minimal budget and technical expertise

  4. Access pre-built scrapers instead of coding from scratch

  5. Scale your data collection cost-effectively as your business grows

  6. Use visual, no-code tools for web data extraction

  7. Implement modern anti-bot technology with developer-friendly APIs

 

We'll explore dedicated Bright Data alternatives that excel in these specific areas. Some businesses might use these tools alongside Bright Data for specialized needs, while others might find a better fit for their primary use case. This isn't about finding a "better" platform; it's about finding the right fit for your specific requirements.

 

Let's dive in.

The Best Bright Data Alternatives

Starts at: €1,050/mo

G2 Score: N/A

Capterra Score: N/A

GetRealPrice

Best Alternative for Ready-to-Use E-commerce Competitive Intelligence

 

We chose GetRealPrice because it delivers turnkey price monitoring and competitor analysis without requiring any web scraping expertise. Its multilayer product matching, combining AI with human verification, achieves high accuracy rates, making it ideal for retailers and brands who need actionable pricing insights, not infrastructure to build.

Starts at: $8/GB

G2 Score: 4.5

Capterra Score: 4.7

Oxylabs

Best Alternative for Enterprise-Grade Proxy Infrastructure

 

We chose Oxylabs because it offers comparable scale to Bright Data (100M+ residential IPs) with competitive response times and strong compliance certifications (ISO 27001, SOC 2), making it ideal for enterprises with strict security requirements.

Starts at: $49/mo

G2 Score: 4.4

Capterra Score: 4.6

ScraperAPI

Best Alternative for Simple, Affordable Web Scraping

 

We chose ScraperAPI because it offers the lowest barrier to entry with a generous free tier (1,000 monthly credits) and simple integration, perfect for small businesses and developers who need straightforward scraping without enterprise complexity.

Starts at: $3.50/GB

G2 Score: 4.6

Capterra Score: 5.0

Decodo (Smartproxy)

Best Alternative for Balancing Performance, Price, and Ease of Use

 

We chose Decodo because it delivers 99.86% success rates at competitive prices, with a beginner-friendly interface that doesn't require coding knowledge for basic setup.

Starts at: $29/mo

G2 Score: 4.7

Capterra Score: 4.8

Apify

Best Alternative for Ready-Made Scraper Marketplace

 

We chose Apify because its marketplace of 10,000+ pre-built scrapers lets teams start extracting data within minutes instead of building from scratch, serving both developers and non-technical users effectively.

Starts at: $0/mo (Free plan)

G2 Score: 4.8

Capterra Score: 4.7

Octoparse

Best Alternative for No-Code Visual Web Scraping

 

We chose Octoparse because its permanent free plan and visual point-and-click interface make web scraping accessible to marketing teams, researchers, and business analysts without any coding requirements.

Starts at: $69/mo

G2 Score: 5.0

Capterra Score: 4.8

ZenRows

Best Alternative for Developer-First Anti-Bot Scraping

 

We chose ZenRows because it was founded in 2021 with a focus on contemporary anti-bot challenges, offering Puppeteer/Playwright compatibility with cleaner pricing than Bright Data's consumption model.

What is Bright Data?

 

Bright Data is a comprehensive web data platform that provides the infrastructure and tools businesses need to collect publicly available information from websites at scale. 

 

Founded in 2014 and headquartered in Tel Aviv, the company has grown to serve over 20,000 customers worldwide, including Fortune 500 companies and academic institutions.

 

At its core, Bright Data offers:

 

 

 

 

 

 

When you use Bright Data, you're getting access to industrial-strength data collection infrastructure. A request to scrape a product page, for instance, is routed through their proxy network, automatically bypasses any blocking mechanisms, renders JavaScript if needed, and returns the data in your preferred format.

 

This comprehensive approach makes Bright Data a common choice for large enterprises with dedicated data engineering teams who need maximum control and scale. 

 

However, this power can come with complexity: the platform can have a steep learning curve, may require technical expertise to use effectively, and carries premium pricing that starts at $2.50/GB for residential proxies.

 

For organizations that need specific capabilities (simpler tools, ready-made intelligence, lower costs, or specialized features), the alternatives below offer compelling options.

How We Curated Our List of Bright Data Alternatives

After evaluating Bright Data and researching the web data collection market, we identified several areas where businesses often need something different than Bright Data's comprehensive infrastructure approach:

 

 

Each tool on this list excels in one or more of these specific areas. You might use some alongside Bright Data for specialized needs, while others could serve as a complete replacement depending on your use case.

 

❗DISCLAIMER: We aren't covering every web data tool on the market! Our focus is on highlighting the best alternatives that address specific limitations or use cases where Bright Data may not be the optimal fit.

1. GetRealPrice — Best Alternative for Ready-to-Use E-commerce Competitive Intelligence

 

GetRealPrice is a B2B competitive intelligence platform that delivers turnkey price monitoring and product matching for online retailers, marketplaces, and FMCG manufacturers. 

 

Unlike Bright Data's core infrastructure offerings where you build your own data collection systems, GetRealPrice provides finished intelligence: you upload your product catalog, and the platform handles everything from competitor discovery to pricing recommendations.

 

Established in 2012 and operating across multiple countries in Europe and MENA, GetRealPrice has built over a decade of expertise in solving the specific challenges of e-commerce price intelligence. Its key capabilities include:

 

 

 

 

 

 

 

 

 

For retailers and brands that need competitive pricing intelligence, GetRealPrice represents a fundamentally different value proposition than Bright Data's infrastructure approach. Instead of providing tools to build solutions, it provides the solution itself.

Why Choose GetRealPrice Over Bright Data for E-commerce Intelligence

While Bright Data gives you the infrastructure to build many web data solutions (and now offers its own Price Tracker product), GetRealPrice delivers ready-to-use competitive intelligence specifically designed for e-commerce. Here's where the differences matter most:

No Infrastructure to Build or Maintain: Intelligence, Not Tools

The most significant difference between GetRealPrice and Bright Data is what you're actually buying. 

 

With Bright Data's proxy and API products, you're purchasing proxy bandwidth, API calls, and scraping infrastructure. 

 

For many use cases, you still need to build the scrapers, create the product matching logic, design the dashboards, and maintain everything as websites change their structures. (Bright Data does offer higher-level solutions like its Retail Insights product, though these are newer additions to its traditionally infrastructure-focused platform.)

 

 

GetRealPrice eliminates all of that. You provide your product list, identify your competitors, and the platform delivers actionable intelligence: who's pricing below you, which products are on promotion, where you're losing competitive position, and what pricing changes would optimize your margins.

 

⚡ GetRealPrice in Action: A category manager at an online electronics retailer needs to understand their competitive position on 15,000 SKUs across 8 competitors. Building this from scratch would require: developing custom scrapers for each competitor site, building product matching algorithms, creating a database to store historical pricing, building dashboards for analysis, and maintaining all of it as competitors update their websites.

 

With GetRealPrice, the same manager uploads their product catalog, selects competitors, and within days has a unified dashboard showing exactly where they're priced higher or lower than each competitor, with historical trends and automated alerts when competitive positions change.

Multilayer Product Matching: AI Combined with Human Expertise

Product matching is the fundamental challenge in competitive price monitoring

 

The same product appears differently across every retailer: different titles, different images, different descriptions, different SKU systems. While Bright Data also offers product-matching capabilities in its Price Tracker solution, GetRealPrice takes a distinctive approach that combines AI efficiency with human accuracy.

 

GetRealPrice's matching process is always multilayer: AI-powered algorithms first analyze multiple attributes simultaneously, images, titles, descriptions, and specifications, to identify potential matches. These AI matches then undergo two levels of human verification by trained specialists who confirm or reject the results. 

 

This combination ensures accuracy that purely automated systems cannot achieve while maintaining the scale that pure manual matching cannot reach.

 

The platform doesn't just find identical products; it also identifies "analog" matches; the same product in different packaging, different colors of the same model, or comparable products from different brands. 

 

For example, when monitoring DIY retailers, GetRealPrice can match hexagonal bolts from one manufacturer with equivalent specifications from another, even when product names differ completely (such as "Hexagon head bolt DIN933 M6x55 stainless steel A2" versus "6KT-SCHR. 933 A2 6X 55"). 

 

This parameter-based matching provides a more complete competitive picture than pure SKU matching would allow.

 

Source: GetRealPrice

 

⚡ GetRealPrice in Action: A consumer electronics manufacturer discovers that their flagship wireless headphones are being sold by 12 different online retailers, but each uses different product titles and images. GetRealPrice's matching engine identifies all 12 listings, and human specialists verify the matches to ensure accuracy. The system also flags one retailer selling a "bundle" variant that would have been missed by simple text matching. The manufacturer now has complete, verified visibility into their product's market pricing.

Comprehensive Data Collection: Reaching Sites Others Can't

Many price monitoring services are limited to scraping easy platforms like Shopify storefronts or basic e-commerce sites. 

 

GetRealPrice's dedicated IT team writes and maintains custom parsers for each data source, enabling reliable data collection from sites with anti-crawling protections that block other providers.

 

The platform's technical infrastructure includes anti-captcha services, visual rendering systems that imitate human browsing behavior, and specialized approaches for bypassing advanced anti-crawler defenses. This means you can monitor competitors regardless of how well-protected their websites are, a crucial advantage for comprehensive market coverage.

 

⚡ GetRealPrice in Action: A pharmacy chain wants to monitor pricing across online pharmacy competitors, many of which use advanced bot detection to prevent automated scraping. Other price monitoring tools fail to reliably collect data from these protected sites. GetRealPrice's infrastructure handles these defenses, delivering consistent daily price updates even from the most challenging data sources.

Automated Pricing Recommendations: From Data to Action

Competitive data is only valuable if you can act on it. Bright Data provides raw data; what you do with it is up to you. GetRealPrice closes the loop by translating competitor intelligence into automated pricing actions.

 

The platform's rule-based repricing system lets you define your pricing strategy in business terms: "Match the lowest competitor price as long as margin stays above 5%," or "Price 2% below the market leader when we have stock and they don't." The system executes these rules automatically based on the latest competitive data.

 

Source: GetRealPrice

 

Importantly, GetRealPrice uses proven mathematical formulas rather than black-box AI for price optimization. This means pricing strategists can always explain why a specific price was recommended, a critical requirement for enterprise pricing teams who need accountability and transparency.

 

⚡ GetRealPrice in Action: An online fashion retailer defines a rule: for seasonal items, automatically match the lowest competitor price if the margin remains above 8%, but never price below a minimum threshold. As GetRealPrice monitors competitor prices daily, it identifies 47 products where competitors have dropped prices. The system automatically adjusts the retailer's prices according to the rules, maintaining competitiveness without manual intervention or margin erosion.

Brand Compliance Monitoring: For Manufacturers

For FMCG manufacturers and brands, GetRealPrice solves a different problem than retailers: ensuring that resellers comply with recommended retail prices (RRP) and that your brand is being represented appropriately across the market.

 

The platform monitors your products across online distributors, alerting you to pricing irregularities or promotional activities that violate your brand guidelines. This visibility is crucial for maintaining brand value and healthy retailer relationships.

 

⚡ GetRealPrice in Action: A consumer goods manufacturer suspects that some online retailers are undercutting their RRP. GetRealPrice monitors all authorized sellers, identifying three retailers consistently pricing 15% below RRP. With this documentation, the manufacturer can address the violations directly with evidence rather than speculation.

 

🏅 NOTE: We also evaluated building custom price monitoring solutions using Bright Data's infrastructure. While this approach offers maximum flexibility, it requires significant development resources (typically 3-6 months for a production-ready system) and ongoing maintenance as competitor websites change. For organizations specifically focused on e-commerce competitive intelligence, GetRealPrice delivers faster time-to-value with lower total cost of ownership.

GetRealPrice Pricing

GetRealPrice operates on a subscription model with all-inclusive pricing; there are no additional variable costs for data traffic or crawling.

 

 

 

The subscription includes full consultation on price monitoring strategy, assistance in selecting key competitors, and initial onboarding. 

 

GetRealPrice offers extended pilot programs that allow prospective clients to thoroughly evaluate the platform with real data and real use cases before committing, a reflection of confidence in the service quality.

Who Should Use GetRealPrice?

Choose GetRealPrice if:

 

 

 

 

 

 

 

Ready to see your competitive position clearly? GetRealPrice transforms complex web data into actionable pricing intelligence. Start your extended pilot and get competitive insights without building infrastructure.

2. Oxylabs — Best Alternative for Enterprise-Grade Proxy Infrastructure

 

Oxylabs is a premium proxy and web scraping infrastructure provider that competes directly with Bright Data at the enterprise level. Founded in 2015 in Lithuania and grown largely without external funding to over 500 employees, Oxylabs offers comparable scale with some notable advantages. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose Oxylabs Over Bright Data for Enterprise Infrastructure

Oxylabs distinguishes itself through several operational advantages that matter at enterprise scale:

 

  1. Competitive Response Times 

Performance benchmarks show Oxylabs delivering strong response times. Independent testing by Proxyway recorded Oxylabs' residential proxies averaging around 0.57 seconds compared to Bright Data's approximately 1.02 seconds in specific test conditions. 

 

At millions of requests, these differences compound significantly. Note that actual performance varies based on targets and configuration.

 

  1. Strong Compliance Certifications 

For enterprises with strict procurement requirements, Oxylabs provides readily available ISO 27001 and SOC 2 documentation through their Trust Center.

 

  1. Cleaner Pricing Architecture 

Bright Data's pricing is frequently described as complex. Oxylabs addresses this with clearer tiered approaches and their pay-per-success model for scraping APIs, which can reduce costs when scraping difficult targets.

 

  1. Practical AI Tooling 

OxyCopilot offers practical AI tooling for day-to-day scraping work, allowing developers to describe scraping needs in plain English and receive working code.

 

🏅 NOTE: We also evaluated Smartproxy (now Decodo) for this enterprise category. While Smartproxy offers competitive pricing and a user-friendly interface, Oxylabs provides the compliance certifications, dedicated account management, and advanced AI tooling that larger organizations require.

Oxylabs Pricing

 

Source: Oxylabs

Who Should Use Oxylabs?

Choose Oxylabs if:

 

 

 

3. ScraperAPI — Best Alternative for Simple, Affordable Web Scraping

 

ScraperAPI is a web scraping API service designed to simplify data extraction by handling proxy management, CAPTCHA solving, and JavaScript rendering through a single API call. Founded in 2018, the platform targets developers and small businesses who want powerful scraping without Bright Data's complexity. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose ScraperAPI Over Bright Data for Simple Scraping

ScraperAPI stands out through accessibility and cost-effectiveness:

 

  1. Dramatically Lower Barrier to Entry 

Bright Data requires KYC verification for full proxy network access and is often positioned for enterprise clients. ScraperAPI offers 1,000 free monthly credits ongoing, plus a 5,000-credit trial requiring no credit card, allowing thorough testing before any commitment.

 

  1. Transparent, Predictable Pricing 

ScraperAPI's credit-based system provides predictability: 1 credit for basic sites, 5 for e-commerce, 25 for search engines. The Hobby plan ($49/month) offers 100,000 credits with exact cost calculations possible upfront.

 

  1. Simplicity Over Feature Complexity While Bright Data's comprehensive platform offers many features, ScraperAPI optimizes for simplicity. Users send a GET request with their API key and target URL; the service handles everything else automatically.

 

🏅 NOTE: We also evaluated ScrapingBee and ZenRows for this category. While both offer similar ease of use, ScraperAPI's combination of free tier and simplicity made it the best fit for budget-conscious small businesses.

ScraperAPI Pricing

 

Source: ScraperAPI

Who Should Use ScraperAPI?

Choose ScraperAPI if:

 

 

 

4. Decodo (Smartproxy) — Best Alternative for Balancing Performance, Price, and Ease of Use

 

Decodo, rebranded from Smartproxy in April 2025, offers an accessible entry point into large-scale data extraction compared to Bright Data. The platform has built its reputation on premium proxy services at competitive prices while maintaining minimal technical barriers. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose Decodo Over Bright Data for Cost-Effective Scaling

Decodo addresses common Bright Data pain points for growing businesses:

 

  1. Significantly Lower Barrier to Entry 

Decodo's residential proxies start at $3.50/GB pay-as-you-go and drop to $1.50/GB at higher tiers, compared to Bright Data's entry-level rates starting around $4/GB. Performance metrics (99.86% success rate, 99.99% uptime) are competitive at a lower cost.

 

  1. Simplified Onboarding 

Decodo was designed with accessibility in mind. Users can select proxy types, configure locations, and begin collecting data quickly through an intuitive dashboard requiring no coding.

 

  1. Unified, AI-Native Approach 

Decodo's Web Scraping API combines proxy management, anti-bot bypassing, and structured data output in a single endpoint. The AI Parser and Markdown output are explicitly optimized for feeding data to LLMs.

 

🏅 NOTE: We also evaluated IPRoyal and SOAX for this category. While IPRoyal offers even lower pricing and SOAX provides strong mobile coverage, Decodo delivers a strong overall balance of performance, price, and usability.

Decodo Pricing

 

Source: Decodo

Who Should Use Decodo?

Choose Decodo if:

 

 

 

5. Apify — Best Alternative for Ready-Made Scraper Marketplace

 

Apify is a full-stack web scraping platform built around the concept of "Actors": serverless cloud programs that perform everything from simple extraction to complex automation. With over 10,000 pre-built Actors in its marketplace (per Apify's marketing), Apify offers a fundamentally different approach than Bright Data's infrastructure-first model. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose Apify Over Bright Data for Ready-Made Solutions

Apify's marketplace approach addresses the build-vs-buy decision differently:

 

  1. Immediate Access to Working Solutions 

Bright Data's core offerings provide infrastructure; many users must build scraping logic themselves (though BD has added higher-level products). Apify's marketplace offers pre-built, tested scrapers for popular websites. A user needing Amazon product data can find multiple Amazon scrapers, configure parameters, and have structured data within minutes.

 

  1. Genuinely Accessible to Non-Developers 

Apify's dual-interface design lets technical users build custom Actors while business users independently run pre-built solutions through a web interface, eliminating bottlenecks.

 

  1. Significantly Lower Entry Point 

Apify offers a genuinely useful Free tier with $5 in monthly credits. The first paid tier starts at $29/month including prepaid usage credits.

 

🏅 NOTE: We also evaluated Zyte (formerly Scrapy Cloud) for this category. While Zyte excels with deep Scrapy framework integration, Apify's marketplace breadth provides extensive ready-made solutions across diverse websites.

Apify Pricing

 

Source: Apify

Who Should Use Apify?

Choose Apify if:

 

 

 

6. Octoparse — Best Alternative for No-Code Visual Web Scraping

 

Octoparse is a no-code web scraping platform that enables users without programming knowledge to extract data through a visual, point-and-click interface. While Bright Data has added no-code options, Octoparse makes visual scraping its core focus, making it accessible to marketing teams, researchers, and business analysts. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose Octoparse Over Bright Data for No-Code Scraping

Octoparse inverts Bright Data's traditional technical assumptions:

 

  1. Zero-Cost Entry Point 

Octoparse's permanent free plan supports 10 tasks with 50,000 monthly exports. This is substantial enough for ongoing projects without any payment, whereas many Bright Data offerings require budget commitment from the start.

 

  1. Visual Interface Accessibility 

Bright Data's Web Scraper IDE requires JavaScript knowledge for custom development. Octoparse users build scrapers by clicking on data they want within a rendered browser view; the AI generates extraction logic automatically.

 

  1. Template-First Approach 

For commonly scraped websites, Octoparse templates represent turnkey solutions: select a template, enter a keyword, and begin receiving structured data within minutes. No workflow configuration, code, or proxy setup required.

 

🏅 NOTE: We also evaluated ParseHub and the Web Scraper browser extension for this category. While ParseHub offers a capable free tier, its limitations (5 projects, 200 pages per run) are significantly more restrictive than Octoparse's 10 tasks and 50,000 monthly exports.

Octoparse Pricing

 

Source: Octoparse

Who Should Use Octoparse?

Choose Octoparse if:

 

 

 

7. ZenRows — Best Alternative for Developer-First Anti-Bot Scraping

 

ZenRows is a developer-centric web scraping API platform that combines anti-bot bypass technology with a modern, streamlined developer experience. Founded in 2021, ZenRows focuses on contemporary anti-bot challenges. 

 

Its key capabilities include:

 

 

 

 

 

Why Choose ZenRows Over Bright Data for Developer-First Scraping

ZenRows offers a modern alternative for technical teams:

 

  1. Lower Barrier to Entry with Transparent Pricing 

ZenRows' Developer plan starts at $69/month compared to Bright Data's consumption model that can quickly exceed hundreds of dollars. The subscription model provides more predictable costs.

 

  1. Modern, Streamlined Developer Experience 

ZenRows claims "production readiness in under five minutes" with dedicated Python and Node.js SDKs. The focused approach trades Bright Data's feature breadth for implementation velocity.

 

  1. Focus on Contemporary Anti-Bot Challenges 

Founded in 2021, ZenRows was designed with modern anti-bot systems in mind (advanced fingerprinting, behavioral analysis, ML-based detection).

 

🏅 NOTE: We also evaluated ScraperAPI and Apify for this developer-focused category. While both offer strong developer tools, ZenRows' focus on anti-bot technology provides strong performance on heavily protected targets.

ZenRows Pricing

 

Source: ZenRows

Who Should Use ZenRows?

Choose ZenRows if:

 

 

 

The Final Verdict

While Bright Data excels as a comprehensive web data infrastructure platform, different organizations have different needs. Based on our research, here are the best alternatives for specific use cases:

 

 

Remember, these alternatives serve different needs. Some businesses might use them alongside Bright Data for specialized requirements, while others might find one to be a complete replacement. Consider your technical resources, budget constraints, and specific use cases when making your decision.

 

Need competitive pricing intelligence without the complexity of web scraping infrastructure? GetRealPrice delivers turnkey e-commerce intelligence with multilayer product matching and automated pricing recommendations. Start your extended pilot and see your competitive position clearly.