AWS Public Page Scraper for Structured Data
AWS public pages run on JavaScript with active bot detection. Our stealth proxy and headless-browser layer handle both, so your client-side stays a thin HTTP call.
Key Benefits:
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based on 100+ reviews.
Mike Ritchie
CEO @ SeekWell
ScrapingBee simplified our day-to-day marketing and engineering operations a lot. We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider
How Developers Use AWS
Teams scrape Amazon Web Services (AWS) for three things: product details, price-change monitoring, and per-service pricing across regions for cost tracking.
Extract product details
Extract structured product details, such as name, price, and availability, for competitive analysis and strategic business insights.
Monitor price changes
Track online price fluctuations to inform inventory decisions and pricing strategy.
Track service pricing changes
Monitor AWS pricing pages by service and region. Capture price-per-hour, reserved-instance discounts, and free-tier eligibility to feed cost-optimization tools.
Transparent AWS Scraper API pricing
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How it works
Manually collecting data from AWS is slow, limited and hard to scale. That's why more and more teams choose our API.
Create an account - get instant access to API key and 1,000 free credits to get started
Install our Python SDK (or Node, Go, PHP, Ruby - pick your stack). Each AWS scrape becomes a single function call. No proxy rotation, no headless Chrome to manage.
Send a GET request with your API key, passing an AWS URL on aws.amazon.com. JavaScript renders, residential proxies rotate, and you get rendered HTML back, ready to parse.
When AWS pages need more, gain advanced parameters. render_js for JavaScript, stealth_proxy for CAPTCHAs, country_code for geo-targeting, ai_extract_rules for natural-language data extraction.
AWS Scraper API - Tuned for AWS's Page Structure
Pull AWS service pages, pricing tables, and documentation at scale. Service names, pricing tiers, regions, feature lists, and free-tier eligibility all parse in one call.
Pass ai_extract_rules with a natural-language spec to pull service names, pricing tiers, regions, and feature descriptions from AWS pages into structured JSON.
AI Web Scraping
Capture visual data from AWS instantly. Find out how the page actually renders in a real browser.
Screenshot API
Use the Google Search Scraper to surface AWS documentation, pricing pages, and product URLs that rank in Google. Feed those URLs into the AWS scraper for full content extraction.
Explore Google Search API
Emulate real user interactions to navigate and extract data, managing JavaScript and dynamic elements.
JavaScript Scraping API
Pull AWS documentation as clean Markdown. Ready for embedding into RAG pipelines or feeding documentation rewrites through an LLM.
Data Scraping Tool
Scrape AWS pricing and documentation by automating workflows with n8n and our API. Track price changes or sync documentation snippets without writing scraper code.
No Code Scraper
Trusted by 4,000+ developers and data teams
Scraping is 50% dealing with ever-changing HTML files and 50% massaging data into a useable format. ScrapingBee’s incredible AI feature can do both much better than I ever could. Now I can spend 100% of my time on what matters most; my business.
Arvid Kahl,
Founder at Podscan
ScrapingBee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee.
Anton R,
CTO
ScrapingBee clear documentation, easy-to-use API, and great success rate made it a no-brainer.
Dominic Phillips,
Co-Founder at CodeSubmit
I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier!
Sam,
PhD candidate
So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need.
Maxime Y,
Product Manager @ NordFolk
Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format.
Andy Hawkes,
Founder at Loadster
Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient.
Aayushi,
Senior analyst
Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative.
Mike P.,
VP
Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It makes our work so much easier.
Daniel L,
Lead dev
Recognized for excellence
in web scraping
You're in great company
3,500+ developers use ScrapingBee to handle proxies, browsers, and anti-bot bypass.
Public AWS Data. Parsed and Structured
AWS public pages expose service catalog, pricing per region, feature lists, free-tier eligibility, and the full documentation tree. All available through this endpoint.
Setup in Under Five Minutes
Six SDKs (Python, Node.js, Go, PHP, Ruby, Java) plus raw cURL examples. Get from docs to first request in under five minutes.
DocumentationFrom AWS URL to Clean JSON
Hand us an AWS URL. We render, parse, and return service titles, region availability, pricing tiers, feature descriptions, and documentation links, no HTML parsing on your side.
Web Scraping API
ScrapingBee in numbers
Developer Experience
Top-rated support &
documentation
Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.
Fantastic documentation
Take a look at our documentation and get started in minutes!
Code samples
Whatever the programming language you enjoy, we have written code examples in Java, Python, Go, PHP, cURL and JavaScript.
Knowledge base
Our extensive knowledge base covers the most frequent use cases with code samples.
Exceptional support
Fast, engineer-led support via live chat or email
Explore web scraping insights
Check out our documentation to find out more on how to utilise our API for your scraping needs.
AI Data Extraction
JS Rendering
Stealth Proxy
Screenshots
Custom Cookies
Download Images
More markets. More opportunities.
Expand your data collection beyond this scraper.
Why ScrapingBee?
The most reliable web scraping API, trusted by 4,000+ developers worldwide.
- Data analysts
- Growth teams
- Developers
- E-commerce businesses
GDPR and CCPA compliant
ScrapingBee does not collect or store personal data from scraped sites unless their user explicitly requests it.
CAPTCHA bypass capacity
We handle proxy rotation to avoid IP-based blocking. With headless browser rendering, we mimic real user browsing behaviour and reduce the blocking risk.
Scalable
The platform scales smoothly with thousands of headless browsers and rotating proxies, ensuring fast, reliable performance even during traffic spikes.
Speed and accuracy
We deliver fast, reliable results in 1-5 seconds with high accuracy across most sites, even JavaScript-heavy ones.
AWS Scraper API: Your Questions Answered
Yes. Our dashboard request builder lets you paste a URL, set parameters, and copy the generated snippet in Python, Node, Go, PHP, Ruby, or cURL.