Best Web Scraping Services in 2026: Top Providers Compared

Web scraping services help businesses collect public web data without manually copying information from websites. They are used for price monitoring, lead generation, SEO tracking, market research, product intelligence, review analysis, AI data workflows, and competitive research.

This guide compares the best web scraping services in 2026, including CoreClaw, ScrapingBee, Apify, Bright Data, Oxylabs, Zyte, and ScraperAPI.

Quick Comparison

What Are Web Scraping Services?

Web scraping services are platforms or providers that help users collect data from websites and turn it into structured formats such as CSV, Excel, JSON, database records, or API responses.

A web scraping service may include:

• Ready-made scrapers
• Web scraping APIs
• Proxy management
• Browser rendering
• CAPTCHA handling
• Data cleaning
• Scheduled runs
• Data export
• Managed data delivery
• Custom scraping workflows

The main benefit is simple: users can collect public web data faster without building every part of the scraping system themselves.

1. CoreClaw

CoreClaw helps users collect public web data with ready-made Workers, no coding required. Instead of building a scraper from scratch, users can choose a Worker, enter parameters, run the task, and export structured results. CoreClaw’s homepage highlights public data extraction, no-code usage, one-click export, and pay-only-for-results pricing.

CoreClaw is especially useful for teams that need data from popular platforms. Its website lists ready-made Workers for sources such as Google Maps, Google Search, Amazon, eBay, TikTok, Instagram, Facebook, LinkedIn, and other public web sources.

Key Features

• Ready-made Workers
• No coding required
• CSV, Excel, JSON, and API export
• Pay only for successful results
• Custom Worker option
• Free Trial 2,000 Results

Pros

CoreClaw is easy to start with because users do not need to manage scraping scripts, proxies, or infrastructure. It is a strong option for business users who want structured data quickly from common platforms.

Cons

CoreClaw is strongest when a matching Worker already exists. For highly custom websites, users may need to request a custom Worker.

Best For

CoreClaw is best for teams that want no-code public web data collection, ready-made scrapers, and simple exports without building scraping infrastructure.

2. ScrapingBee

ScrapingBee is a developer-friendly web scraping API built for teams that want to collect public web data without managing proxies, headless browsers, or anti-blocking infrastructure on their own. It is a good fit for engineers who want to send requests through one API and receive page data that can be parsed, stored, or connected to internal tools.

Key Features

• Web scraping API
• Proxy rotation
• Headless browser handling
• JavaScript rendering
• Geotargeting
• Screenshot support
• Extraction rules

Pros

ScrapingBee is straightforward for developers. It is useful when a team wants to add scraping into scripts, apps, dashboards, or data pipelines through an API.

Cons

ScrapingBee is less ideal for non-technical users. It usually requires someone who can work with API requests and process the returned data.

Best For

ScrapingBee is best for developers who want a simple scraping API without managing proxies and browsers manually.

3. Apify

Apify combines a scraper marketplace with a cloud automation platform. Users can run ready-made scrapers, known as Actors, or build custom automation workflows when they need more control. This makes Apify useful for teams that want prebuilt scrapers today but may also need developer customization later.

Key Features

• Actor marketplace
• Ready-made scrapers
• Cloud automation
• Scheduling
• API access
• Data storage

Pros

Apify offers a large marketplace and flexible automation options. It is useful for users who want ready-made scrapers but may also need custom workflows later.

Cons

Apify can have a learning curve. Some Actors are easy to run, but more advanced workflows may require technical knowledge.

Best For

Apify is best for users who want a marketplace of scraping tools plus the ability to customize and automate workflows.

4. Bright Data

Bright Data is built for enterprise-scale web data access. Its product suite covers proxy infrastructure, web unlocking, scraper APIs, and ready-made datasets, making it a strong option for organizations with large, recurring, or technically complex data collection needs.

Key Features

• Web Unlocker
• Proxy network
• Web Scraper APIs
• Ready-made datasets
• CAPTCHA solving
• Browser rendering
• Request retries

Pros

Bright Data is powerful and suitable for large-scale data collection. It is a strong choice for enterprise teams that need advanced infrastructure and high-volume public web data access.

Cons

Bright Data may be more complex than smaller teams need. Users who simply want a spreadsheet-ready dataset may prefer a no-code or ready-made Worker platform.

Best For

Bright Data is best for enterprise teams that need large-scale scraping infrastructure, proxy management, and advanced web unblocking.

5. Oxylabs

Oxylabs is designed for large-scale public web data collection, with products covering proxies, Web Unblocker, Web Scraper API, browser automation, and datasets. It is a strong option for technical teams that need reliable access infrastructure and structured scraping capabilities for high-volume workflows.

Key Features

• Web Scraper API
• Web Unblocker
• Proxy infrastructure
• JavaScript rendering
• Structured JSON output
• Scheduler for recurring scraping jobs
• Enterprise support

Pros

Oxylabs is strong for technical teams that need reliable public data collection at scale. Its API and infrastructure are suitable for recurring, high-volume scraping workflows.

Cons

Oxylabs is more developer- and enterprise-oriented. Business users may need technical support to configure and manage workflows.

Best For

Oxylabs is best for companies that need scalable scraping APIs, proxy infrastructure, and structured public data collection.

6. Zyte

Zyte offers a full-stack scraping API that combines unblocking, browser rendering, and data extraction. It is useful for teams that want to reduce the engineering work involved in managing bans, browsers, proxies, and extraction logic across different websites.

Key Features

• Full-stack web scraping API
• Browser rendering
• Unblocking
• Data extraction
• Managed data services
• Customizable scraping workflows
• Usage-based API model

Pros

Zyte is useful for teams that want either a scraping API or a more managed data extraction service. It can reduce the amount of infrastructure a team needs to build internally.

Cons

Zyte may be more suitable for technical or enterprise users than casual scraping projects.

Best For

Zyte is best for companies that want managed extraction or a full-stack scraping API with unblocking and browser rendering.

7. ScraperAPI

ScraperAPI is a simple web scraping API for collecting public website data without directly managing proxies, browsers, or CAPTCHA handling. It is designed for developers who want to send a target URL through an API and receive the page response back for parsing.

Key Features

• Web scraping API
• Proxy management
• Browser handling
• CAPTCHA handling
• Simple URL-based requests

Pros

ScraperAPI is easy for developers to understand. It is a practical choice when teams want to fetch pages without building proxy and browser infrastructure from scratch.

Cons

Like other API-first services, ScraperAPI still requires development work. Users need to parse, clean, and structure the returned data.

Best For

ScraperAPI is best for developers who want a simple scraping API for public websites.

Web Scraping Services Comparison Table

What to Look for in a Web Scraping Service

Before choosing a provider, review these factors:

Data Output

The best services return usable data, not just raw pages. Look for CSV, Excel, JSON, API access, or direct data delivery.

Ease of Use

Business teams may prefer no-code tools or ready-made scrapers. Developers may prefer APIs and custom workflows.

Supported Websites

Some services work best for general websites. Others offer ready-made scrapers for specific platforms like Google Maps, Google Search, Amazon, eBay, TikTok, Instagram, YouTube, or Walmart.

Pricing Model

Pricing may be based on requests, credits, bandwidth, successful results, subscriptions, or custom contracts. CoreClaw, for example, emphasizes paying only for results, while ScrapingBee offers free API credits for new users.

Reliability

Good scraping services should handle common problems such as dynamic pages, retries, browser rendering, and request failures.

Compliance and Responsible Use

Web scraping services should be used for legitimate public data collection. Teams should avoid private, sensitive, paywalled, login-only, or restricted data unless they have proper permission.

Final Thoughts

The best web scraping service in 2026 depends on your workflow.

The simplest way to choose is to ask one question:

Do you need scraping infrastructure, or do you need usable data?

If you need infrastructure, choose an API or enterprise platform. If you need usable public web data quickly, a ready-made scraping service like CoreClaw may be the faster path.