Meta description: The top Amazon scraper APIs in 2026 compared: Oxylabs, Bright Data, Rainforest, Decodo, ScraperAPI, Thordata and more, by endpoints, marketplaces and pricing.
An Amazon scraper API returns Amazon product, search, offer, review and seller data as structured JSON, so you can track prices, watch the buy box, monitor competitors or feed product data into analytics and AI tools without writing and maintaining your own parsers. You send an ASIN, a keyword or a URL, and the vendor handles proxies, localization and the constant changes to Amazon’s page layout.
Coverage is where these products differ most. Some return a product page and little else, while others cover all offers and the buy box winner, bestseller lists, seller storefronts and full review text. Marketplace support ranges from Amazon.com only to more than 20 domains with postal code targeting, and pricing runs from fractions of a cent per request to monthly plans built for agencies.
This guide to the top Amazon scraper APIs in 2026 compares the providers we would shortlist, based on each vendor’s own product pages, documentation and pricing as checked in November 2026. For wider e-commerce monitoring, see our list of cloud-based scraping tools for e-commerce monitoring.
Amazon Scraper APIs At A Glance
Company
Headquarters
Best For
Standout Trait or Pricing Model
Oxylabs
Vilnius, Lithuania
Broad endpoint coverage at scale
From $0.50 per 1,000 results; sync, async and batch
Bright Data
Netanya, Israel
Bulk jobs delivered to a data warehouse
$1.50 per 1,000 records; 5,000 free records a month
Rainforest API
Colorado, USA
Buy box and seller monitoring
Amazon-only API; plans from $23 a month billed annually
Oxylabs offers dedicated Amazon endpoints that return parsed JSON for products, search results with paid placements marked, pricing across every seller and condition, bestsellers and sellers, plus a catch-all endpoint for any Amazon URL. A domain parameter covers any Amazon marketplace, and postal code targeting shows the price and delivery a shopper in a given area would see.
Every endpoint runs in sync, async or batch mode, with webhook callbacks and delivery to S3 or Google Cloud Storage for async jobs. Output can be JSON, HTML, Markdown or a screenshot. Pricing starts at $0.50 per 1,000 results for Amazon pages without JavaScript rendering, and new accounts get $5 in credits. The documentation lists no dedicated reviews endpoint, so review-heavy projects should test coverage first.
Product, search, pricing, bestseller and seller endpoints
Any marketplace, with postal code targeting
Sync, async and batch on every endpoint
Best for: teams that need offers, bestsellers and search data from one API at scale.
2. Bright Data — Bulk Amazon Jobs Delivered Straight To Your Warehouse
Bright Data sells pre-built Amazon scrapers that run as datasets you trigger by API. They cover products, with discovery by bestseller, category, keyword or UPC, as well as reviews, seller information, search results and a global products scraper for marketplaces worldwide. A synchronous call waits up to a minute for small jobs, and an asynchronous trigger handles large batches.
Delivery is where it stands out. Results arrive as JSON, NDJSON, CSV or Parquet, by webhook or straight into S3, Google Cloud Storage, Azure or Snowflake. Pay as you go is $1.50 per 1,000 records, and a free tier includes 5,000 records a month with no card required.
Products, reviews, sellers and search scrapers
Direct delivery to Snowflake and cloud storage
5,000 free records a month
Best for: data teams loading Amazon data into a warehouse on a schedule.
3. Rainforest API — Built Only For Amazon, Deepest On Buy Box And Sellers
Rainforest API, from Traject Data, is an Amazon-only real-time API. Its request types cover products by ASIN including A+ content, search, offers and pricing including the buy box winner, reviews, sellers, and deals and coupons, across all the major Amazon marketplaces. Collections handle bulk jobs, with delivery to webhooks, S3, Google Cloud Storage or Azure in JSON or CSV.
Plans start at $23 a month billed annually, and a free trial is available. ScraperAPI acquired Traject Data, so check how the Rainforest product and its branding will be handled before you sign a long contract.
Buy box winner and full offer data
Deals, coupons and A+ content
Bulk collections with cloud delivery
Best for: brands and sellers monitoring the buy box and third-party sellers.
4. Decodo — Parsed Amazon Templates At A Low Entry Price
Decodo, formerly Smartproxy, offers Amazon templates with built-in parsing for products, pricing, search, sellers and bestsellers, plus a URL template for any other page. Its product page also covers reviews, questions and answers, and sponsored versus organic ranking. Output is HTML, JSON or CSV, with country-level targeting.
Pricing starts at $0.15 per 1,000 requests, the lowest published entry rate on this list, and a free plan and a 14-day money-back guarantee let you test before committing.
Templates for products, pricing, sellers and bestsellers
Sponsored versus organic ranking
14-day money-back guarantee
Best for: price-sensitive teams that still want parsed output.
5. ScraperAPI — Scheduled Amazon Jobs Without Code
ScraperAPI provides structured JSON endpoints for Amazon search, products by ASIN and offers from every seller of an ASIN. Changing the domain localizes results, and Markdown and plain-text output make the data easier to feed into language models. Its async service handles large jobs with webhooks.
DataPipeline lets non-developers schedule recurring ASIN or keyword jobs and receive JSON or CSV without writing code. The Hobby plan costs $49 a month for 100,000 credits, with a seven-day trial and 5,000 free credits. ScraperAPI also now owns Traject Data, the company behind Rainforest API.
Search, product and offers endpoints
DataPipeline for scheduled jobs without code
Markdown output for LLM use
Best for: teams that want recurring Amazon jobs set up once and left running.
6. Thordata — A Dedicated Reviews Scraper And Big Batches On A Budget
Thordata offers five Amazon scrapers: product details, global product details, product reviews, seller information and product listings. Inputs can be a URL, keyword, UPC, brand, seller or bestseller page, and results come back as JSON, CSV or XLSX, with delivery to S3, Snowflake or a webhook. Batches of up to 10,000 URLs and scheduled runs cover recurring monitoring.
The dedicated reviews scraper is useful, since several competitors return only review counts and averages. Pricing starts at $30 for 30,000 credits, or $1.00 per 1,000, and falls to $0.50 per 1,000 at volume. A seven-day trial is offered.
Dedicated Amazon reviews scraper
Batches of up to 10,000 URLs and scheduling
Delivery to S3, Snowflake or webhook
Best for: review analysis and bulk product monitoring on a modest budget.
7. ScrapingBee — The Longest Documented List Of Amazon Domains
ScrapingBee, a French company now part of the Oxylabs group, has dedicated Amazon endpoints for products by ASIN, search with sort options including bestsellers, and pricing. Its documentation lists 22 Amazon domains, from .com and .co.uk to .co.jp, .in and .ae, with zip code, currency and device options.
The Hobby plan costs $19 a month for 75,000 credits, and a product request costs five credits in light mode. New users get 1,000 free credits with no card required, which is enough to test a few marketplaces.
22 documented Amazon domains
Zip code, currency and device options
Plans from $19 a month
Best for: sellers tracking many international marketplaces.
8. Apify — Ready-Made Amazon Scrapers With Scheduling And Storage
Apify, founded in 2015 and based in Prague, runs a marketplace of ready-made scrapers called Actors. Its Amazon Product Scraper, maintained by Apify itself, takes category, search or product URLs and returns price, stock, seller and bestseller rank fields. Offers, sellers and delivery location are add-ons, and separate Actors handle full reviews and bestseller lists.
Pricing runs from $5 per 1,000 results on the free plan down to $3 on Business, and the free plan includes $5 of monthly platform credit. Scheduling, storage and integrations with tools such as Zapier and Make come with the platform.
Maintained by Apify itself
Separate Actors for reviews and bestsellers
Built-in scheduling, storage and integrations
Best for: non-developers who want Amazon data on a schedule.
9. Canopy API — GraphQL And MCP For Developers And Agents
Canopy API serves Amazon product data through REST, GraphQL and MCP under one key. Data includes product details with the buy box, sales and stock estimates, reviews, search rankings, bestsellers, deals, new releases and more than 25,000 categories. The sales estimates are unusual in this group and helpful for product research.
A free Hobby tier includes 100 requests a month, pay as you go costs $0.01 per request, and the Premium plan costs $99 a month for 20,000 requests. Coverage is focused on Amazon.com.
REST, GraphQL and MCP access
Sales and stock estimates
Free tier of 100 requests a month
Best for: developers and AI agents doing US product research.
10. Scrapingdog — Offers And Autocomplete Data At A Budget Price
Scrapingdog’s Amazon product endpoint takes an ASIN and a domain, and separate APIs cover search, offers and autocomplete suggestions, with postal code localization. Output is JSON, and reviews come as a field inside the product response.
The Lite plan costs $40 a month for 200,000 credits, and a free allowance of 100 credits needs no card. Autocomplete data is a handy extra for Amazon keyword research.
Offers and autocomplete endpoints
Postal code localization
Free credits with no card
Best for: small teams doing Amazon keyword and offer research.
How To Choose An Amazon Scraper API
Most Amazon scraper APIs return a product page well. The differences show up in everything around it.
Which Amazon Data Do You Actually Need?
List the data points first: all offers and the buy box winner, full review text, bestseller ranks, seller storefronts, deals or sales estimates. Oxylabs and Rainforest API are the broadest, Thordata and Bright Data have dedicated review scrapers, and several vendors return reviews only as counts and averages.
Which Marketplaces And Locations Matter?
If you sell outside the US, check the documented domain list and whether you can set a postal code, currency and device. Prices and delivery promises change by location, so localization affects the accuracy of every price you track.
What Will It Cost At Your Volume?
Vendors charge per result, per request or per credit, and credit costs can rise for JavaScript rendering or extra pages. Model your real monthly volume, including pagination, and prefer vendors that bill only for successful results.
How Will You Handle Terms And Compliance?
Amazon’s Conditions of Use restrict automated data collection, so review your use case and jurisdiction with legal counsel, limit collection to public, non-personal data, and consider Amazon’s own Selling Partner API or Product Advertising API where you qualify. Ask vendors how their proxy IPs are sourced, and see our overview of whether web scraping is legal for the wider picture.
Conclusion
Oxylabs offers the widest endpoint set, Bright Data the best warehouse delivery, and Rainforest API the deepest Amazon-only data for buy box and seller work. Decodo, Thordata, ScrapingBee and Scrapingdog give budget-minded teams strong options, ScraperAPI and Apify suit scheduled jobs without code, and Canopy API brings GraphQL and MCP for developers and agents.
Pick two or three, run the same ASINs and keywords through each across your target marketplaces, and compare completeness, accuracy and cost per result before you commit.
