AWS Marketplace Scraper

Extract detailed product listings from the AWS Marketplace — the world's largest cloud software marketplace with 14,000+ products from 3,500+ vendors. Search by keyword, browse by category, fetch specific product URLs, or explore free products.

What does AWS Marketplace Scraper do?

AWS Marketplace Scraper fetches server-rendered product pages and extracts structured data including product title, vendor, pricing model, delivery methods, categories, ratings, reviews, descriptions, and logo URLs — all without requiring any AWS credentials or API keys.

Features

• Search products by keyword (matches title, description, vendor)
• Browse by category (Security, ML, Databases, DevOps, and more)
• Fetch by URL for specific product pages
• Free products browse mode
• Filter by delivery method (AMI, Container, SaaS, Professional Services, Data Product)
• Filter by free products only
• Extracts pricing model, delivery methods, categories, ratings, review counts
• No AWS credentials, proxies, or cookies required

Input

Field	Type	Description
mode	String	One of: search, byCategory, byUrl, freeProducts
searchQuery	String	Keyword(s) to search (mode=search)
category	String	Category filter (security, machine-learning, databases, etc.)
deliveryMethod	String	Filter by delivery method (SaaS, Container, AmazonMachineImage, etc.)
freeOnly	Boolean	Include only free or free-trial products
productUrls	Array	Product page URLs for mode=byUrl
maxItems	Integer	Maximum number of products to return (1–500, default 50)

Example Input

{
  "mode": "search",
  "searchQuery": "security",
  "maxItems": 50
}

Output

Each item in the dataset represents one AWS Marketplace product:

Field	Type	Description
productId	String	AWS Marketplace product ID (prodview-...)
productTitle	String	Product name
vendorName	String	Vendor/publisher name
vendorId	String	Vendor identifier
shortDescription	String	Brief product description
description	String	Full product description (Markdown)
categories	Array	Product categories (e.g. Security, Machine Learning)
deliveryMethods	Array	Delivery methods (AMI, SaaS, Container, etc.)
productType	String	Primary product type
pricingModel	String	Free / Paid / Free Trial / Contract / Byol
isFreeTrialAvailable	Boolean	Whether a free trial is offered
hasFreeVersion	Boolean	Whether a free tier exists
rating	Number	Average customer rating (0–5)
reviewCount	Integer	Total number of customer reviews
logoUrl	String	Product logo image URL
productUrl	String	Full AWS Marketplace product page URL
scrapedAt	String	ISO 8601 timestamp of when the data was scraped

Example Output

{
  "productId": "prodview-ys5ewcmbgp6s6",
  "productTitle": "Sentieon secondary analysis tools for NGS short / long read genomic data",
  "vendorName": "Sentieon Inc.",
  "shortDescription": "Award winning Sentieon software for NGS data processing...",
  "categories": ["Healthcare & Life Sciences", "Data Analytics"],
  "deliveryMethods": ["SaaS"],
  "productType": "SaaS",
  "pricingModel": "Contract",
  "logoUrl": "https://d7umqicpi7263.cloudfront.net/img/product/...",
  "productUrl": "https://aws.amazon.com/marketplace/pp/prodview-ys5ewcmbgp6s6",
  "scrapedAt": "2026-05-23T10:00:00+00:00"
}

Use Cases

• Vendor intelligence — Track competitor products and pricing in the AWS ecosystem
• Market research — Analyze which categories and delivery methods are most common
• Lead generation — Find vendors in specific technology categories
• Pricing analysis — Compare pricing models across similar products
• Content enrichment — Enrich product databases with category and description data

Modes Explained

• Search (search): Scans AWS Marketplace product pages, filtering by keyword. Works by downloading the public sitemap and fetching matching product pages.
• Browse by Category (byCategory): Finds products matching a specific AWS Marketplace category.
• Fetch by URL (byUrl): Directly fetches one or more product pages you provide.
• Free Products (freeProducts): Finds products with free or free-trial pricing.

FAQs

Does this require AWS credentials? No. The actor scrapes publicly accessible product pages.

How many products can I scrape? AWS Marketplace has 39,000+ product pages in the public sitemap. You can scrape up to 500 per run.

Is this actor reliable? The actor uses the public, server-rendered product pages which return full data without JavaScript. Retry logic handles transient errors.

Are ratings always available? Ratings are only shown for products that have received customer reviews. Many newer products have no ratings.

How accurate is the pricing model? Pricing information is extracted from the dehydrated state JSON embedded in each product page. Not all products include pricing details; in those cases the field is omitted.

Legal

This actor extracts publicly available information from AWS Marketplace product listing pages. Always comply with AWS's Terms of Service.