[Blog](https://scrapfly.io/blog) / [data-parsing](https://scrapfly.io/blog/tag/data-parsing) / [5 Best Open-Source Amazon Scrapers in 2026](https://scrapfly.io/blog/posts/best-amazon-scrapers-github) # 5 Best Open-Source Amazon Scrapers in 2026 by [Mohab Yousry](https://scrapfly.io/blog/author/mohab-yousry-9396552a) Sep 11, 2026 17 min read [\#data-parsing](https://scrapfly.io/blog/tag/data-parsing) [\#python](https://scrapfly.io/blog/tag/python) [ ](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github "Share on LinkedIn") [ ](https://x.com/intent/tweet?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github&text=5%20Best%20Open-Source%20Amazon%20Scrapers%20in%202026 "Share on X") [ ](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github "Share on Facebook") Summarize this article with [ ](https://chat.openai.com/?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github) [ ](https://claude.ai/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github) [ ](https://x.com/i/grok?text=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github) [ ](https://www.perplexity.ai/search/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github) [ ](https://www.google.com/search?udm=50&aep=11&q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-amazon-scrapers-github) Search "amazon scraper" on GitHub and you get a wall of a hundred repos. Many have not been touched in years, so their selectors can return nothing when you run them against current Amazon markup. A handful are dressed-up funnels whose only real purpose is signing you up for someone's paid API, with almost no scraping logic of their own. The actual job is picking a repo that still works, without paying for Amazon's gated Product Advertising API or a scraper subscription. Amazon fights bots aggressively, so maintenance matters more than feature lists. Star count and last-commit date are the first things worth checking. This list compares five Amazon-specific repositories. The no-key paths were rerun against live amazon.com pages; key-gated entries were checked against current source and first-party API behavior. ## Key Takeaways - The best open-source Amazon scraper on GitHub depends on the job. A lightweight library gets product data with no key, a framework supplies the crawl engine, and Scrapfly's repo delegates anti-bot fetching to a managed API. - Before cloning any `amazon-scraper` repo, check its last-commit date and star count first. Several popular ones have not shipped a commit since 2024, and their selectors return empty results silently instead of erroring. - Pure-Python and Node libraries get you scraping in minutes with no API key, but they are also the first thing to break when Amazon changes its markup or escalates its bot defenses. - Frameworks like Scrapy support large crawls, but they hand you the crawl engine only. You still build and maintain the anti-blocking layer yourself. - Amazon's official Product Advertising API path has gotten narrower, not wider. PA-API 5 was deprecated in 2026 in favor of a Creators API still gated to approved publishers, influencers, and affiliate partners, exactly why open-source scrapers against the public pages exist. **Get web scraping tips in your inbox**Trusted by 100K+ developers and 30K+ enterprises. Unsubscribe anytime. ## Which Open-Source Amazon Scraper on GitHub Should You Use? AmzPy is the lowest-setup option here for Amazon product and search data. Scrapfly's `amazon-scraper` is the option for teams that want a managed service to handle fetching while keeping the parser public. For large crawls, build on Scrapy instead of a ready-made scraper. Quick picks by job: - Fastest start, no API key: **AmzPy** - Managed anti-bot fetching with public parsing code: **Scrapfly amazon-scraper** - No-key Node.js CLI: **amazon-buddy** - Self-hosted serverless API: **tuhinpal/amazon-api** - Async scraping with a database pipeline: **AmazonMe** - Building your own for large or JS-heavy crawls: the general-frameworks section below | Tool | Repo | Language | Stars (Sep 2026) | Last commit | License | API key needed | Handles Amazon anti-bot | Best for | |---|---|---|---|---|---|---|---|---| | AmzPy | [theonlyanil/amzpy](https://github.com/theonlyanil/amzpy) | Python | ~117 | Feb 2026 | MIT | No | No, best-effort | Lightweight product and search scraping | | Scrapfly amazon-scraper | [scrapfly/scrapfly-scrapers](https://github.com/scrapfly/scrapfly-scrapers/tree/main/amazon-scraper) | Python | ~1,079 (repo-wide) | Sep 2026 | NPOSL-3.0 | Yes, `SCRAPFLY_KEY` | Managed via API | Public parsers with managed fetching | | amazon-buddy | [drawrowfly/amazon-product-api](https://github.com/drawrowfly/amazon-product-api) | Node.js | ~771 | Nov 2022 | MIT (declared in package.json; no LICENSE file) | No | No | ASIN lookup; search currently returns no results | | tuhinpal/amazon-api | [tuhinpal/amazon-api](https://github.com/tuhinpal/amazon-api) | TypeScript | ~119 | Jul 2026 | ISC (declared in package.json; no LICENSE file) | No, self-hosted | No | Self-hosted search/product API | | AmazonMe | [sushil-rgb/AmazonMe](https://github.com/sushil-rgb/AmazonMe) | Python | ~73 | Apr 2024 | GPL-3.0 | No | No | Async scraping with a database pipeline | Stars and last-commit dates are snapshots taken on September 11, 2026 and will drift, so check the repo directly before you build on top of one. For the technique itself, rather than which repo to clone, see [How to Scrape Amazon.com Product Data and ReviewsThis scrape guide covers the biggest e-commerce platform in US - Amazon.com. We'll take a look how to scrape product data and reviews in Python, as well as some common challenges, tips and tricks.](https://scrapfly.io/blog/posts/how-to-scrape-amazon) ## How Did We Rank These Amazon Scraper Repos? Each repo was checked on five GitHub-native signals: - Star count - Last-commit recency - Open-issue activity - Release cadence - License Star count is a popularity signal; last-commit date is a separate freshness check. The numbered order reflects the job each repo fits, not a composite score. "Open-source" here means a real repository and license that runs on its own, without buying the maintainer's hosted product. An API key alone is not disqualifying. Scrapfly's own repo needs one and still ranks on what the code does. A README that is mostly "get your API key" with no runnable logic is. Every entry was also checked live against Amazon pages for whether it pulls data and survives the anti-bot without a rewrite. ## 1. AmzPy: Best for Lightweight Python Scraping Without an API Key AmzPy is the fastest way to pull Amazon product details and search results in pure Python, with no API key and no dependency on the Product Advertising API. It is a lightweight Python library installed with `pip install amzpy`. It uses `curl_cffi` for browser impersonation rather than plain `requests`, since Amazon fingerprints the TLS layer and blocks a standard Python HTTP client fast, and it ships built-in proxy support for HTTP and SOCKS5. Testing it against a live product page and a live search query turned up an uneven split. Search held up well, 16 real results came back with working prices and discount percentages. The product-details call was shakier, title, brand, and star rating all came through, but price landed as `None`. Honest limits: - Single-maintainer project, so anti-bot coverage is best-effort and degrades whenever Amazon changes its markup, and there is no review scraping at the depth of the options below. - Price extraction on the product-details call did not return a value in testing. Confirm it against your target ASIN before relying on it. - Two consecutive runs on September 11, 2026 returned 16 search results each. Amazon responses still vary, so guard against an empty result list rather than indexing into it directly. **Best for:** developers who want product and search data quickly and can tolerate occasional breakage. python```python from amzpy import AmazonScraper scraper = AmazonScraper() product = scraper.get_product_details("https://www.amazon.com/dp/B0CX23V2ZK") print(product["title"], product["brand"], product["rating"]) results = scraper.search_products(query="wireless earbuds", max_pages=1) if results: print(f"{len(results)} results, first: {results[0]['title']} - {results[0]['price']}") else: print("No results, Amazon likely served a blocked or empty page this run") ``` ## 2. Scrapfly amazon-scraper: Best for Public Parsers with Managed Fetching Scrapfly's `amazon-scraper` is the only ranked entry here that delegates anti-bot fetching to a managed API while keeping its Amazon parsing code public and readable. The scraper lives in the public `scrapfly-scrapers` repository, licensed NPOSL-3.0, a non-standard open-source license worth reading before commercial redistribution. It targets Amazon.com with three documented functions, `scrape_product`, `scrape_search`, and `scrape_reviews`, covering the three surfaces most developers need in one place. Python 3.10 and Poetry manage the environment, and a `test.py` suite validates each function against required fields like `name`, `asin`, `stars`, and `rating_count`. The difference from the other four entries is the layer underneath. Proxy rotation, TLS fingerprinting, and challenge solving run through the [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api) behind a single `SCRAPFLY_KEY`. The Amazon parser received a repository update on September 10, 2026; parser fixes still require a code update, while the API handles fetching and anti-bot work. Honest limit: it needs a Scrapfly API key. Signup includes 1,000 free credits with no card and no time limit; sustained volume is paid, unlike AmzPy's key-free path. **Best for:** teams that want public parsing code without operating the fetching and anti-bot layer themselves. bash```bash git clone https://github.com/scrapfly/scrapfly-scrapers.git cd scrapfly-scrapers/amazon-scraper poetry install export SCRAPFLY_KEY="YOUR_SCRAPFLY_KEY" ``` python```python import asyncio from amazon import scrape_product async def main(): result = await scrape_product("https://www.amazon.com/dp/B0CX23V2ZK") product = result[0] print(product["name"], product["asin"], product["stars"]) asyncio.run(main()) ``` ## 3. amazon-buddy (drawrowfly/amazon-product-api): Best No-Key Node.js CLI for Products, Reviews, and Search drawrowfly's `amazon-product-api`, published on npm as `amazon-buddy`, is the best no-API-key Node.js option for pulling Amazon products, reviews, search results, and categories from the command line or as a library. It is an unofficial Node.js scraper with a CLI and a programmatic API, covering keyword and category search across 16-plus marketplaces, ASIN lookups, reviews up to 1,000 per run, and category listings, with JSON or CSV output. Its default branch last committed on November 13, 2022; the repo's July 2024 `pushed_at` timestamp came from another ref, not `master`. I reran the CLI and library on September 11, 2026. ASIN lookup returned the title and 10 feature bullets, but its image fields were empty and its parsed price was zero. Keyword search exited successfully with an empty `result` array, so the search selector remains broken even though it no longer throws an error. Limits: - Search-by-keyword returned zero products on September 11, 2026. Product lookup by ASIN returned core text fields but missed price and images. Verify the exact fields you need before adopting it. - Unofficial and best-effort against Amazon's anti-bot. Random user-agent rotation helps, but escalation is on you. - `npm install` pulls in some deprecated dependencies with known vulnerabilities, worth an `npm audit` before shipping it. **Best for:** Node.js developers who need ASIN-based product or review data with zero API key, and can work around the current search regression. bash```bash npm install amazon-buddy ``` javascript```javascript const amazonScraper = require('amazon-buddy'); (async () => { const product = await amazonScraper.asin({ asin: 'B0CX23V2ZK' }); console.log(product.result[0].title); })(); ``` Or from the CLI directly: bash```bash amazon-buddy asin B0CX23V2ZK ``` The remaining two ranked entries are self-hosted code paths rather than hosted-API clients. ## 4. tuhinpal/amazon-api: Best for a Self-Hosted Serverless Amazon Search/Product API tuhinpal/amazon-api is the best pick when you want a self-hosted, serverless Amazon search and product API, with REST and GraphQL endpoints, instead of a script you run by hand. It is a TypeScript edge API built on the Hono framework, deployed to Cloudflare Workers with a one-click button, though any Node-compatible host works too. It exposes REST endpoints like `/api/[country]/search` and `/api/[country]/product/[asin]`, plus a GraphQL endpoint with a built-in playground. It covers 13 country versions of Amazon. India has full coverage but the rest including the US and UK are marked partial. Limits: - `package.json` declares the ISC license, but the repo does not include a LICENSE file with the full notice. Confirm the intended notice with the maintainer before redistribution. - Per the maintainer, Amazon has blocked Cloudflare's ASN, so the public hosted demo is unreliable. Deploy your own instance instead, ideally behind your own IP or proxy. **Best for:** teams that want a self-hosted Amazon search or product microservice with a REST and GraphQL surface, rather than a CLI or a Python library. bash```bash # Once deployed to your own Cloudflare Workers instance curl "https://your-deployment.workers.dev/api/in/product/B0CVL69Y27" ``` Scrapfly #### Extract structured data automatically? Scrapfly's Extraction API uses AI to turn any webpage into structured data — no selectors needed. [Try Free →](https://scrapfly.io/register)## 5. sushil-rgb/AmazonMe: Best for Async Python Scraping with a Database Pipeline sushil-rgb/AmazonMe is the best pick when you want an async Python scraper, built on `aiohttp`, BeautifulSoup, and `asyncio`, that writes structured Amazon data straight into a database rather than just printing it to the console. It extracts a rich set of fields, title, ASIN, price, deal price, rating, availability, and images among them, across 12 Amazon domains from the US to Sweden. Rotating-proxy support is built in and optional. Results write to MongoDB by default, with a commented-out spreadsheet export path you can enable instead. It is GPL-3.0 licensed, copyleft, worth knowing before folding it into a closed-source product. Limits: - The search URL returned HTTP 200 on September 11, 2026, and the current search selector found 22 product links. Product parsing then failed on both the first result and the sample ASIN because the name selector resolved to `None`. The pinned requirements also fail to install on Python 3.14, so treat this as reference code until its environment and product selectors are updated. - MongoDB is the default output, with a commented-out spreadsheet export as the no-database alternative. GPL-3.0 carries copyleft obligations the MIT-licensed alternatives here do not. **Best for:** Python developers who want a reference for the async-plus-database pattern. As shipped, it does not currently retrieve real Amazon data through either entry point, fixing that means adding fingerprint impersonation to the request layer, not editing `selector.yaml`. python```python import asyncio from scrapers.scraper import Amazon async def main(): # export_to_mong/export_csv expect a search-results url search_url = "https://www.amazon.com/s?k=laptop+stand" amazon = Amazon(search_url, None) status = await amazon.status() if status != 200: return f"blocked, got {status}" return await amazon.export_csv() # currently reaches Amazon, then fails on stale product selectors asyncio.run(main()) ``` Those are the five Amazon-specific repos. If none of them fit the job, the next section covers the general-purpose tools you would use to build your own instead. ## Prefer to Build Your Own? General Frameworks for Amazon Scraping on GitHub These are the general open-source frameworks you would build your own Amazon scraper with. None of them are Amazon scrapers by themselves, and none handles Amazon's anti-bot out of the box. They give you the engine and you supply the Amazon-specific parsing and the anti-blocking layer. | Framework | Repo | Stars | Language | Best for | |---|---|---|---|---| | Scrapy | [scrapy/scrapy](https://github.com/scrapy/scrapy) | ~64,300 | Python | Large-scale crawls across thousands of ASINs | | Playwright | [microsoft/playwright](https://github.com/microsoft/playwright) | ~96,000 | Python, Node, others | JavaScript-heavy pages like dynamic pricing and lazy-loaded reviews | | Selenium | [SeleniumHQ/selenium](https://github.com/SeleniumHQ/selenium) | ~34,500 | Python, Java, C#, Ruby, JavaScript | Broadest language support or maintaining existing scripts | | requests + BeautifulSoup | [psf/requests](https://github.com/psf/requests), [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/) | n/a | Python | Teaching baseline for ASIN, price, and title extraction | None handles Amazon's anti-bot on its own. Scrapy leaves you to source proxies and fingerprint handling yourself. Playwright and Selenium ship a detectable default fingerprint without stealth patches. Requests and BeautifulSoup add no protection at all, so expect a CAPTCHA at sustained volume. A minimal Scrapy spider against a real product page looks like this. The title selector resolved on September 11, 2026; the price selector returned `None` because this ASIN's response carried no buy-box price. Treat both as starting points, not stable contracts: python```python import scrapy class AmazonProductSpider(scrapy.Spider): name = "amazon_product" start_urls = ["https://www.amazon.com/dp/B0CX23V2ZK"] def parse(self, response): yield { "title": response.css("#productTitle::text").get(default="").strip(), "price": response.css(".a-price .a-offscreen::text").get(), } ``` Run this without proxies or anti-bot handling and you will hit a CAPTCHA page before it becomes useful at scale, exactly the gap the ready-made repos above and the reliability section below both address. ## Which Amazon Scrapers Should You Avoid? Two patterns show up repeatedly in "amazon scraper" search results, both worth screening out before you clone anything. - **Thin wrapper repos with no standalone value.** Some repos ranking for "amazon scraper" are minimal clients whose only real purpose is signing you up for a hosted product. An API key alone is not disqualifying, some solid repos here, including the Scrapfly entry, require one and say so plainly. The tell is a README that is mostly "get your API key" with almost no code underneath. - **Abandoned repos with high star counts.** [tducret/amazon-scraper-python](https://github.com/tducret/amazon-scraper-python) has roughly 877 stars, but its last commit dates to October 2020 with 12 open issues since. Stars are a popularity signal from years ago, not a freshness signal today. - **PA-API-only wrappers.** Some tools just wrap Amazon's official Product Advertising API, deprecated in 2026 in favor of a Creators API still gated to approved publishers, influencers, and affiliate partners. Not a fit if your application was rejected or you need public-page data. - **Chrome-extension "scrapers."** No-code extensions can grab whatever page you happen to be viewing, but they do not scale and are not reproducible in code. ## Why Do Open-Source Amazon Scrapers Break at Scale? Open-source Amazon scrapers break at scale because Amazon actively fights automated access. Writing the scraping logic is the easy part. Handling everything Amazon throws at automated traffic is the part free tools mostly leave to you. - **CAPTCHA and bot-check interstitials.** These appear once request volume or fingerprints look automated, a "type the characters you see" page instead of product HTML, exactly what the plain Scrapy spider above will hit without anti-bot handling. - **IP rate-limiting and bans.** Datacenter IPs get flagged fast. Residential or rotating proxies help, but you are the one sourcing and managing them. - **Fingerprinting.** TLS, HTTP/2, and browser-level fingerprints flag default library and headless-browser signatures even behind a clean proxy, exactly why AmzPy uses `curl_cffi` for browser impersonation instead of plain `requests`. - **Markup churn.** Amazon's page structure shifts across marketplaces over time, which is exactly what broke the search path in amazon-buddy during testing for this article. As [AIMultiple's August 2026 Amazon scraper benchmark](https://aimultiple.com/amazon-scraper) put it, "Amazon's anti-scraping technology keeps getting harder to bypass." None of this makes open-source the wrong starting point. It means the division of labor matters. A scraper you maintain owns the parsing. A managed layer like the [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api) owns proxy rotation, fingerprinting, and challenge solving, the same layer Scrapfly's own open-source `amazon-scraper` repo runs on. When Amazon changes something, that split turns a rewrite into a dependency update. ## FAQ What's the best Amazon scraper on GitHub?For quick product and search data with no API key, AmzPy. For production reliability against Amazon's anti-bot, Scrapfly's open-source `amazon-scraper` repo. For large crawls you build yourself, Scrapy. Check each repo's star count and last-commit date before cloning, since maintenance state changes faster than any ranked list can track. Are GitHub Amazon scrapers safe and still maintained?Maintenance, not malware, is the usual risk. Many `amazon-scraper` repos are effectively abandoned, a year or more since the last commit, so their selectors silently break rather than throwing a clear error. A smaller number are thin funnels for a paid API with little standalone code. Judge each repo by its last-commit date, and read through the code before running it. Is it legal to scrape Amazon?Scraping publicly available Amazon data is generally permissible in many jurisdictions, but it can violate Amazon's Terms of Service, and collecting personal data carries separate exposure under privacy law. Not legal advice. Review the target's terms and the law in your jurisdiction before scraping at volume. Can I scrape Amazon without the official PA-API?Yes, and as of 2026 that is the path most developers end up on anyway. PA-API 5 has been deprecated in favor of a Creators API still gated to approved publishers, influencers, and affiliate partners, so most independent developers scrape the public product and search pages directly instead. Do I need proxies to scrape Amazon?Not always for low-volume tests. Repeated requests from one IP returned product and search HTML in this pass, but sustained crawls still need rate controls and often proxy rotation once Amazon starts returning CAPTCHA or 503 responses. ## Conclusion The best open-source Amazon scraper on GitHub is the one matched to your job, and honest about its own maintenance state. AmzPy for speed with no key. Scrapy when the job is a large crawl you build out yourself. Scrapfly's `amazon-scraper` when the team wants to delegate anti-bot fetching rather than operate it in-house. [**Amazon Scraper**github.com/scrapfly/scrapfly-scrapers/tree/main/amazon-scraper](https://github.com/scrapfly/scrapfly-scrapers/tree/main/amazon-scraper) A sensible path starts free with AmzPy or a requests-and-BeautifulSoup script to learn how Amazon's pages are structured then moves to Scrapy once the job is scale rather than a handful of ASINs, and reaches for a managed-backed option like Scrapfly's open-source `amazon-scraper` paired with the [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api) once Amazon's anti-bot, not the parsing code, is what keeps breaking the pipeline. ### Web Scraping API Scrape any website with our powerful API. Anti-bot bypass, JavaScript rendering, and rotating proxies built-in. [Try Web Scraping API](https://scrapfly.io/docs/scrape-api/getting-started) [ Add as a preferred source ](https://google.com/preferences/source?q=scrapfly.io) Table of Contents Table of Contents- [Key Takeaways](#key-takeaways) - [Which Open-Source Amazon Scraper on GitHub Should You Use?](#which-open-source-amazon-scraper-on-github-should-you-use) - [How Did We Rank These Amazon Scraper Repos?](#how-did-we-rank-these-amazon-scraper-repos) - [1. AmzPy: Best for Lightweight Python Scraping Without an API Key](#1-amzpy-best-for-lightweight-python-scraping-without-an-api-key) - [2. Scrapfly amazon-scraper: Best for Public Parsers with Managed Fetching](#2-scrapfly-amazon-scraper-best-for-public-parsers-with-managed-fetching) - [3. amazon-buddy (drawrowfly/amazon-product-api): Best No-Key Node.js CLI for Products, Reviews, and Search](#3-amazon-buddy-drawrowfly-amazon-product-api-best-no-key-node-js-cli-for-products-reviews-and-search) - [4. tuhinpal/amazon-api: Best for a Self-Hosted Serverless Amazon Search/Product API](#4-tuhinpal-amazon-api-best-for-a-self-hosted-serverless-amazon-search-product-api) - [5. sushil-rgb/AmazonMe: Best for Async Python Scraping with a Database Pipeline](#5-sushil-rgb-amazonme-best-for-async-python-scraping-with-a-database-pipeline) - [Prefer to Build Your Own? General Frameworks for Amazon Scraping on GitHub](#prefer-to-build-your-own-general-frameworks-for-amazon-scraping-on-github) - [Which Amazon Scrapers Should You Avoid?](#which-amazon-scrapers-should-you-avoid) - [Why Do Open-Source Amazon Scrapers Break at Scale?](#why-do-open-source-amazon-scrapers-break-at-scale) - [FAQ](#faq) - [Conclusion](#conclusion) Join the Newsletter Get monthly web scraping insights Scale Your Web Scraping Anti-bot bypass, browser rendering, and rotating proxies, all in one API. Start with 1,000 free credits. No credit card required 1,000 free API credits Anti-bot bypass included [Start Free](https://scrapfly.io/register) [View Docs](https://scrapfly.io/docs/onboarding) Not ready? Get our newsletter instead. ## Related Articles [ python scrapeguide ### How to Scrape Amazon.com Product Data and Reviews This scrape guide covers the biggest e-commerce platform in US - Amazon.com. 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