Best Web Scraping APIs

How We Evaluated These APIs

We assessed each provider across six dimensions that matter most for production scraping workloads: success rate against protected websites, JavaScript rendering quality, output format options, pricing efficiency at different volume levels, developer experience (documentation, SDKs, onboarding speed), and the breadth of the proxy network. We also considered each provider's specialization, since a SERP-focused API should not be judged the same way as a general-purpose HTML extractor.

Every provider listed here has been actively maintained and updated through 2026. We excluded services that have not updated their proxy infrastructure or anti-detection capabilities within the past year, as anti-bot systems evolve continuously and stale providers deliver declining success rates.

ScraperAPI

ScraperAPI is one of the most established names in managed scraping. The service handles proxy rotation, CAPTCHA solving, and browser rendering through a single API endpoint. You pass a URL, optionally configure country targeting and rendering preferences, and receive the page HTML in response.

Pricing starts at $49 per month on the Hobby plan (100,000 credits, 20 concurrent threads) and scales through Startup ($149/month, 1M credits), Business ($299/month, 3M credits), and Scaling ($475/month, 5M credits, 200 concurrent threads). Credit costs vary by target type: standard websites cost 1 credit, e-commerce platforms cost 5, and search engine results pages cost 25 credits per request.

ScraperAPI's strongest advantage is reliability. The service maintains a 4.5 out of 5 TrustPilot rating with 93% five-star reviews. The documentation is thorough, the API is straightforward to integrate, and the response times are consistently fast for standard targets. Where ScraperAPI falls short compared to newer competitors is in output format options. It returns raw HTML, leaving structured data extraction and text cleaning to your application code. For teams that already have parsing pipelines in place, this is fine. For teams building new AI-powered applications, a provider with built-in Markdown or JSON extraction may save development time.

Best for: Teams that need dependable, high-volume HTML extraction with proven reliability and clean documentation.

ScrapingBee

ScrapingBee markets itself as the developer-friendly scraping API, and the positioning is accurate. The API key authentication is simple, the documentation covers practical examples in multiple languages, and specialized endpoints for Google Search and Amazon scraping reduce the configuration needed for those common targets.

The Freelance plan starts at $49 per month for 250,000 credits with 10 concurrent threads. The Startup plan ($99/month, 1M credits, 50 concurrent) and Business plan ($249/month, 3M credits, 100 concurrent) cover most production workloads. The Business+ tier reaches $599 per month for 8 million credits with 200 concurrent threads. JavaScript rendering costs 5 credits per request unless you explicitly set it to false, so disabling it for static targets is important for cost optimization.

ScrapingBee includes a screenshot API and a Google Search results API as part of the same platform, which is convenient if your project needs both capabilities. The service also supports custom headers, cookies, and premium proxy selection for geotargeted requests. The main limitation is the same as ScraperAPI: output is raw HTML, with no built-in structured extraction or Markdown conversion.

Best for: Developers who value clean docs and simple integration, especially those scraping Google or Amazon alongside general websites.

Firecrawl

Firecrawl, backed by Y Combinator, has quickly become the leading choice for AI and LLM data workflows. Unlike traditional scraping APIs that return raw HTML, Firecrawl delivers clean Markdown stripped of navigation, ads, and boilerplate, ready to feed directly into language model prompts or RAG systems. It also supports schema-based extraction, where you define a JSON structure and Firecrawl uses AI to populate it with data from the scraped page.

Pricing is refreshingly simple: one credit per page regardless of whether JavaScript rendering is required. The Hobby plan starts at just $16 per month for 5,000 pages, making it the most affordable entry point among the providers listed here. Higher tiers scale to handle production workloads, and the pricing remains flat per page at every level.

Firecrawl also offers a crawl endpoint that recursively follows links across a domain, building a complete site dataset in Markdown format. This is particularly valuable for building knowledge bases, training datasets, or comprehensive content audits. The open-source version of Firecrawl can be self-hosted for teams that need to keep data processing on their own infrastructure.

Best for: Teams building AI applications, RAG pipelines, knowledge bases, or any workflow that needs clean, structured web content rather than raw HTML.

Bright Data

Bright Data is the enterprise heavyweight of the scraping API world. The company operates the largest proxy network in the industry with over 72 million IP addresses spanning datacenter, residential, ISP, and mobile types across nearly every country. Their product suite is broad: Web Scraper API for general extraction, Web Unlocker for anti-bot bypass, SERP API for search engine data, a Scraping Browser for complex interactions, and a full dataset marketplace.

Pricing is usage-based and negotiable at scale. Per-request costs are competitive with other enterprise providers, and committed-use contracts bring significant discounts. The platform is more complex to set up than developer-focused alternatives, with a steeper learning curve and more configuration options. For organizations with dedicated data engineering teams and large-scale, ongoing collection needs, this complexity translates to flexibility and control. For smaller teams or one-off projects, it can be overkill.

Bright Data includes pre-built parsers for major e-commerce platforms, social media sites, and search engines, returning normalized structured data rather than raw HTML. Their compliance program and legal framework for data collection is the most mature in the industry, which matters for enterprise customers operating in regulated sectors.

Best for: Enterprise organizations with high-volume, ongoing data collection needs and the engineering resources to leverage a full-featured platform.

Oxylabs

Oxylabs competes directly with Bright Data in the enterprise segment, offering a similarly comprehensive product suite with a reputation for strong customer support. Their Web Scraper API handles general extraction, the SERP Scraper API covers search engine data, and the E-Commerce Scraper API provides pre-built parsers for Amazon, Google Shopping, and other marketplace platforms.

The proxy network includes over 100 million IPs with residential, datacenter, ISP, and mobile types. Oxylabs supports both synchronous and asynchronous request patterns, with batch processing capabilities for large-scale jobs. Structured data output is available for supported targets, returning clean JSON instead of raw HTML.

Where Oxylabs differentiates from Bright Data is in customer experience. The onboarding process is smoother, the documentation is more accessible for mid-market teams, and their dedicated account management is consistently praised in user reviews. Pricing is competitive at enterprise volumes, with custom quotes available for large commitments.

Best for: Mid-market to enterprise teams that want Bright Data-level capabilities with a more accessible onboarding and support experience.

ZenRows

ZenRows specializes in one thing: getting through anti-bot protections. If your target websites are behind Cloudflare, Akamai, DataDome, or PerimeterX, ZenRows focuses its entire engineering effort on bypassing these systems reliably. The service includes premium proxy rotation, AI-powered anti-detection, automatic headless browser rendering, and CAPTCHA solving as standard features.

Plans start at $49 per month, competitive with ScraperAPI and ScrapingBee. The API is simple to integrate, with a single endpoint that accepts a URL and returns content. ZenRows does not have the breadth of specialized endpoints or output formats that some competitors offer, but its success rate against the hardest-to-scrape targets is among the highest in the industry.

Best for: Teams whose primary challenge is accessing content on heavily protected websites where other providers fail or return inconsistent results.

Crawlbase

Crawlbase (formerly ProxyCrawl) offers a straightforward, no-frills scraping API with competitive pricing and a generous free tier. The Smart Proxy feature handles IP rotation automatically, the Crawler product follows links recursively across domains, and the Leads API extracts business contact information from company websites.

The free tier includes 1,000 requests, and paid plans are priced competitively for small to mid-volume workloads. Crawlbase works well for teams with moderate scraping needs that do not require advanced features like AI extraction or schema-based parsing. The documentation is clear, and the integration process is quick.

Best for: Small teams and solo developers who need a reliable, affordable scraping API without enterprise complexity.

Choosing the Right Provider

Start by identifying your primary use case. If you are building AI applications and need clean, structured web content, Firecrawl is the most efficient choice. If you need dependable general-purpose HTML extraction at scale, ScraperAPI and ScrapingBee are proven options. If your targets are heavily protected and success rate is the top priority, ZenRows specializes in exactly that challenge. For enterprise-scale data collection across multiple target types, Bright Data and Oxylabs provide the broadest capabilities.

Most providers offer free tiers or trial credits, so testing two or three services against your actual target websites is the most reliable way to compare success rates, response times, and output quality. The API that works best for your specific targets and workload may not be the one with the most impressive marketing.