AI & LLM
Train Your LLM with Clean, Public Web Data

Extract clean, structured web data for LLM training and knowledge bases.

Start scraping today with a free demo trial. No Credit Card Required

AI & LLM data scraping solutions

Use Cases

Powerful AI & LLM data extraction for your business

Train LLMs with Domain-Specific Web Content

Collect structured data in Markdown format from niche forums, blogs, research hubs, and product review sites. Ideal for vertical LLMs or fine-tuning existing models. Extract domain-specific knowledge, technical documentation, and expert content to build specialized AI models with targeted expertise.

Use a Crawler to Feed Entire Websites to Your LLM

Scrappey powers a crawler-like experience where you send a single URL and retrieve structured, rendered, and navigated content. Ideal for feeding model-ready data into AI pipelines. Build knowledge bases from public content you have the right to use, converting pages to LLM-ready formats like Markdown or JSON. You remain responsible for licensing any data used to train models.

AI & LLM Data Scraping at Scale

Extract clean, structured web data in Markdown, JSON, or CSV formats perfect for training LLMs, building knowledge bases, and feeding AI pipelines. Scrappey handles the complexity of dynamic content and rate limiting, JavaScript rendering, and content structuring so you can focus on building your AI models.

Whether you're building retrieval/RAG datasets from public sources you have the right to use, extracting longform content from blogs, building knowledge graphs from public sources, or aggregating metadata for RAG systems, our AI & LLM scraping solutions scale to large request volumes with 95%+ success rates. Extract public content you have the right to use — you remain responsible for licensing any data used to train models.

Advanced request handling for dynamic sites ensures reliable access to modern content sources. Real browser headers, consistent browser session configuration, JavaScript rendering, and residential proxy rotation provide browser-compatible request execution and session management, while our content structuring capabilities convert raw HTML into clean, model-ready formats.

AI & LLM data scraping solutions

Scrappey Handles the Hard Part

Everything you need for reliable AI & LLM data extraction

100M+ Residential, Mobile, and Datacenter IPs

Access to 150+ countries with automatic proxy rotation for global web scraping.

Built-in WAF & Advanced Web Access

Automatically handle CDN protection, bot management, behavioral analysis, and other protections common on content sites.

JavaScript Rendering and UI Interactions

Full browser automation for dynamic sites that require user interactions or JavaScript execution.

Real Browser Headers

Browser-compatible request execution and session management with consistent browser session configuration.

Pay Only for Successful Requests

Transparent pricing — residential proxies included on both tiers, and you only pay when we successfully extract the data you need.

Simple API Call, No Infrastructure Needed

One API endpoint. No proxies to manage, no verification steps to handle yourself, no infrastructure to maintain.

F.A.Q

Frequently Asked Questions

Get answers to commonly asked questions.

Responsible use: Scrappey collects public web data you have the right to collect and process in AI and LLM development from authorized sources. You're responsible for complying with each site's terms, robots.txt, copyright, database rights, and privacy law (GDPR/CCPA). It may not be used to bypass access controls, scrape behind logins or paywalls, or collect personal data without a lawful basis.

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Frequently asked questions

What is Scrappey.com?

Scrappey.com is a web scraping API that handles all the complex aspects of web scraping, such as handling dynamic content, rotating proxies, advanced request handling, headless browsers, and verification processing. It offers an all-in-one solution for extracting publicly available data from websites.

How does Scrappey.com work?

Scrappey.com provides a web scraping API that allows you to send requests to extract publicly available data from websites. It handles dynamic content and modern website complexity, including rotating proxies, advanced request handling, and verification processing. You can easily extract publicly available data from websites using their built-in features like headless browsers and AI-powered data extraction.

Can I customize the proxies used for scraping?

Yes, with Scrappey.com, you have the option to use Sticky Rotating Proxies for seamless scraping. Alternatively, you can also set your own proxies if desired.

Is there a free trial available?

Yes, Scrappey.com offers a free trial where you can try it out without a subscription or credit card. Instant setup is provided, so you can explore the full capabilities of the platform right away.

What happens if a request fails?

We only charge for successful requests. Failed requests are not counted towards your usage, so you only pay for what works.

I need to scroll or click on a button on the page I want to scrape

No problem, you can pass any JavaScript snippet that needs to be executed by using our JavaScript scenario parameter. This allows you to interact with dynamic content, scroll pages, click buttons, wait for elements, and perform any custom JavaScript actions before extracting the data.

What is the pricing structure for Scrappey.com?

Scrappey.com offers simple and transparent pricing: €0.20 per 1,000 direct HTTP requests and €1.00 per 1,000 full-browser requests. Residential proxies are included on both tiers — no separate proxy billing, no hidden fees, no complicated pricing tiers. You only pay for successful requests.

Are there any usage restrictions or limitations?

Scrappey.com provides scalable access for extracting publicly available data. Whether you need to extract data from a few pages or a large dataset of publicly accessible content, you can do so with flexible usage options. Please note that Scrappey.com only supports scraping publicly available data, and users must comply with applicable laws and website terms of service.

What support channels are available?

Scrappey.com provides various support channels for assistance. You can refer to their documentation, frequently asked questions section, blog, and uptime status page. Additionally, you can get in touch with them via email or join their Discord community for further support.

I'm not a developer, can you create custom scraping scripts for me?

We don't create custom scraping scripts, however we will gladly write some code snippets helping you to use our most powerful features: AI-powered data extraction and JavaScript scenario. Our documentation includes examples in multiple programming languages to get you started quickly.

What is a request and how are they counted?

Each API call to Scrappey counts as one request. Our pricing is based on successful requests. By default, JavaScript rendering is enabled, which allows you to extract data from modern websites with dynamic content. All features including proxies, verification workflow handling, and reliable web access handling are included in each request.

How fast is Scrappey's API and what if a site is hard to scrape?

Scrappey's API is optimized for fast response time, even when working with JavaScript-heavy websites and browser verification flows, where access is authorized. If other tools struggle with sites that use browser verification, Scrappey is designed to handle these workflows efficiently, ensuring reliable data retrieval. Our reliable web access handling, residential proxies, and intelligent retry logic work together to maximize success rates.