As I’m a digital marketer, I always need accurate customer feedback to plan product launches, create marketing campaigns, and analyze competitors. Without accurate data, I can’t understand what customers really want or how they feel about products.
But, the main problem was that manually gathering Amazon reviews was exhausting. I ended up with incomplete data, outdated reviews, and lots of wasted time. That’s when I started using Amazon review scrapers.
After testing several tools, I found six Amazon scrapers that made collecting reviews faster, simpler, and more reliable.
Here are my top picks for 2025!
1. Smartproxy
2. Bright Data
3. Apify
4. ScrapingDog
5. Oxylabs
6. Nimbleway
Read more details about amazon reviews scraper bellow.
Key Things to Follow When Using Amazon Review Scraping Tools
- Respect Amazon's Terms of Service to avoid any risks.
- Use a reliable tool with good reviews.
- Rotate proxies to prevent IP bans.
- Focus only on the review details you need.
- Scrape slowly to avoid getting blocked.
- Regularly review scraped data for accuracy.
What Are Amazon Review Scrapers? 🤔
Amazon scraper tools gather data like reviews, ratings, and customer feedback from Amazon product pages.
These tools help businesses, researchers, and marketers get insights into customer preferences without manually copying and pasting reviews.These software tools basically work by copying how a person browses Amazon.
This helps them avoid getting blocked by Amazon’s security systems. Thus, these tools can quickly gather the review data you need without any trouble.
These Review Scrapers Have Many Benefits
- Automate data collection in minutes! ⏰
- Extract Amazon reviews with all the details. 📊
- Understand market trends and buyer preferences. 🛍️
- Analyze your competitors’ product reviews. 🥇
- Improve product development and marketing plans. 🚀
How Amazon Review Scrapers Work 🛠️
These review scrapers work in a few simple steps:
- Pick a scraper that fits your needs. 🔍
- Enter the URL of the Amazon product page you want to scrape. 🔗
- Choose what info you need—like review titles, ratings, and customer feedback. 📋
- Start the tool and let it collect the reviews automatically. ⚙️
- Get all your review data in a neat spreadsheet or file. 📥
Here are My 6 Best Review Scrapers for Amazon
There are now many review scrapers, both free and paid, on the market. These tools make it super easy to collect Amazon review data. Some even let you do it with a simple Chrome extension!
Provider | Data Formats | Speed | JavaScript Rendering | API Support | Support | Features |
|---|---|---|---|---|---|---|
SmartProxy | HTML, JSON | 4.66 seconds/request | Yes | Yes | 24/7 | Yes |
Bright Data | JSON, NDJSON, CSV | 4.31 seconds/request | Yes | Yes | 24/7 | Yes |
Apify | JSON, CSV, Excel, XML | 50 seconds for 10 requests | Yes | Yes | 24/7 | Yes |
Scrapingdog | JSON | Varies, reliable response | Yes | Yes | 24/7 | Yes |
Oxylabs | JSON | 4.69 seconds/request | Yes | Yes | 24/7 | Yes |
Nimble | JSON | 0.25 seconds/request | Yes | Yes | 24/7 | Yes |
Comparison Table: Starting Price and Free Trials
Provider | Data Formats | Speed |
|---|---|---|
SmartProxy | $2.00 per 1,000 requests | 7-day free trial with 1,000 requests |
Bright Data | $1.00 per 1,000 records | 20 free API calls |
Apify | $40/month | 14-day free trial, $5 free usage |
Scrapingdog | $40/month for 200,000 credits | 30-day free trial, 1,000 free API credits |
Oxylabs | $2.00 per 1,000 results | 1-week free trial (limited to 1 user) |
Nimble | $3.00/CPM | Free trial available |
1. Smartproxy (4.6/5) ⭐⭐⭐⭐⭐
If you want a reliable tool to extract Amazon reviews, SmartProxy is my top pick. As a digital marketer, I found SmartProxy super efficient. It saved me time and gave me accurate data.
I needed to monitor Amazon’s product reviews, check out competitors, and spot trends quickly. SmartProxy’s eCommerce Scraping API did all this with an easy setup.
With the eCommerce Scraping API, you only need to send one request. You will get raw HTML or formatted JSON data quickly and easily. If the first request doesn't work, they’ll keep sending requests until they get the data you need.
Why It’s One of the Best for Scraping
✔ 100% success rate with no failed attempts.
✔ Get data instantly without delays
✔ A vast pool of residential proxies that can bypass Amazon's anti-bot measures.
✔ Choose between multiple output formats like HTML or JSON.
✔ You pay only for successful requests
✔ Includes JavaScript rendering and browser fingerprinting.
✔ 24/7 customer support.
What's Not So Cool About SmartProxy
❌The price for 1,000 requests is higher than other tools.
Pricing
- 7-day free trial with 1,000 free requests.
- You’ll get a 14-day money-back guarantee.
Paid plans start from $2.0 per 1,000 requests.
My Performance Test 📈
Test Parameter | Result |
|---|---|
Data Accuracy | 99% Clean Data |
Success Rate | 100% |
Speed | Real-time (4.66 seconds/request) |
CAPTCHA Bypass | Yes |
2. Bright Data (4.6/5) ⭐⭐⭐⭐⭐
If you want an all-in-one Amazon review scraper, Bright Data can become one of the best choices. As you already know, I’m a digital marketer, so I needed a tool that could easily handle big tasks. Bright Data did just that!
It collected key details like product ASINs, review IDs, ratings, and more with just one API call. I never had to worry about getting blocked or missing data
Even, the interface was easy to use, which made setting up and scaling projects super simple.
Why Bright Data is the Best Amazon Review Scraper API
✔ Works smoothly with a 99.99% uptime.
✔ Smart technology prevents CAPTCHAs and IP bans.
✔ Access data from any location with 72M+ real user IPs.
✔ Fully follows privacy laws like GDPR and CCPA.
✔ Uses advanced IP rotation and proxy features.
✔ Offers JSON, NDJSON, or CSV formats for flexible use.
✔ Provides JavaScript rendering and custom headers for more targeted scraping.
✔ Get help anytime from their expert team.
What’s Not So Cool
❌Bright Data can be expensive, especially for small projects.
❌Advanced features might need some time to master.
Pricing
- Pay-As-You-Go: Starts at $1 per 1,000 records, no monthly commitments.
- All plans offer free trial options.
You get 20 free API calls to try the product.
My Performance Test 📈
I tested Bright Data’s Amazon Reviews by using the "Collect reviews by URL". Within a short moment, I collected the desired data.
Here’s a quick overview of my results:
Test Parameter | Result |
|---|---|
Success Rate | 98.42% |
Average Response Time | 4.31 seconds |
Pricing | $0.001 per record |
Location Targeting | Global with city & country level |
Anti-Detection Techniques | Yes |
3. Apify (4.3/5) ⭐⭐⭐⭐⭐
If you need a user-friendly and adaptable tool to scrape Amazon reviews, Apify’s Amazon Reviews Scraper is another great option. I used it to gather detailed reviews without using Amazon’s tough API.
Apify made it easy.
The scraper let me collect ratings, descriptions, and user-uploaded images quickly. I just put in the product URL, ran the scraper, and downloaded the data.
You can even limit how many reviews you want to collect to save time.
The best part?
Apify’s automatic proxy feature kept everything running smoothly without blocks.
Why Apify is the Best Choice
✔ Apify offers a pre-built "actor" to scrape Amazon reviews.
✔ Just paste the product URL, and it does the rest!
✔ Export data in JSON, CSV, Excel, XML, or HTML.
✔ Choose how many reviews you want to scrape.
✔ Easily connect to Zapier, Google Sheets, Slack, and more.
✔ Compare Amazon products with other online shops through AI Product Matcher.
✔ They have various scraper templates in Python, JavaScript, or TypeScript.
What’s Not So Cool
❌Complex tasks or large-scale scraping projects might require more advanced tools.
Pricing
- Free Trial: 14 days without needing a credit card.
- $5 free usage.
Monthly Plan: Starts at $40/month.
My Performance Test 📈
The scraper successfully handled 10 out of 11 requests with just one failure. It completed the job in just 50 seconds, costing $0.029.
Here’s a quick overview of my results:
4. Scrapingdog (4.8/5) ⭐⭐⭐⭐⭐
When I needed an easy way to scrape Amazon reviews, I picked Scrapingdog. Setting it up was super easy and the results were also reliable.
I signed up and got 1,000 free API credits for testing. This was enough to see if it worked without spending any money.
Scrapingdog automatically handled JavaScript rendering, so I didn’t have to use other tools like Playwright. Integrating it into my Python setup was easy with the API key from the dashboard.
Basically, this is indeed a hassle-free and efficient tool.
Why Scrapingdog is the Best Amazon Scraping Tool
✔ Just sign up, get an API key, and start scraping.
✔ No extra coding hassle. Handles JavaScript rendering automatically.
✔ Extracts titles, prices, ratings, and more.
✔ Gets live Amazon data to keep you updated.
✔ Handles large data volumes without issues.
✔ The API returns data in a structured JSON format.
What’s Not So Cool
❌ No CSV Export: Data is returned in JSON format only, so you may need extra steps for other formats.
Pricing
- Free Trial: 1,000 free API credits (no credit card required)
- 30-day free trial.
Lite Plan: $40/month for 200,000 Amazon credits
My Performance Test 📈
In this test, Scrapingdog successfully fetched 151 reviews out of a total of 631 listed reviews with an average rating of 4.7. Out of 3 calls made, only 1 succeeded, with a success rate of 33.33%.
But, there is nothing to worry about. This low success rate was basically due to due to Amazon’s restrictions or server limitations. Not a problem of the provider itself.
5. Oxylabs (4.4/5) ⭐⭐⭐⭐⭐
When I needed to scrape Amazon reviews, Oxylabs was one of my top choices. I wanted a tool that could handle big data without problems like proxies or limits. Oxylabs gave me an easy-to-use Amazon Review Scraper API to get data in real-time. I didn’t have to deal with proxy management at all, which saved me time and effort.
The data came in a simple JSON format, which is super easy to understand. Their support team and clear instructions made everything smooth, with no complex setups or issues.
Even, you can easily get instant review details using their Scraper APIs Playground with any code.
Awesome, right?
Why Oxylabs Is the Best for Amazon Review Scraping
1-week free trial (limited to 1 user) with 5 requests / s for 5000 results.✔ Pull live review data directly from Amazon.
✔ Uses a built-in proxy pool of 102M+ IPs.
✔ Handles up to 1,000 URLs in one batch.
✔ Choose from API, AWS S3, or Google Cloud Storage for flexible data delivery.
✔ Dedicated team available to solve issues anytime.
What’s Not So Cool About Oxylabs
❌ While Oxylabs offers a powerful solution, it can be more expensive than some other options.
Pricing
- Oxylabs offers a pay-as-you-go pricing model.
- 1-week free trial (limited to 1 user) with 5 requests / s for 5000 results
- The micro plan starts at $2.00 / 1K results with 10 requests / s for 24,500 results.
My Performance Test 📈
Scraping Amazon customer reviews through their Scraper APIs Playground was awesome, and it achieved a 100% success rate. The average response time was 4.69 seconds, which was quick and reliable.
6. Nimbleway
Here comes the last best option: Nimble, another great platform for Amazon review scraping. It made gathering reviews super easy with its fully automated E-commerce API.
I didn’t have to deal with tricky setups. Nimble uses smart AI and NLP to handle changing web content, so I didn’t need to keep updating the scraper.
It smoothly connects with cloud storage like S3, so getting my data was simple. Plus, all the reviews were organized neatly without extra coding.
Nimble basically took care of the hard parts, which made my job super easy!
Why Nimble is the Best Review Scraper
✔ No manual work—just set it up, and Nimble does the rest.
✔ Easily handle changing content with AI-powered structuring.
✔ Built-in premium residential proxies for smooth scraping.
✔ Flexible to increase or decrease data collection as needed.
✔ Uses REST API, so it works well with many platforms.
What’s Not So Cool About Nimble
❌Can be a bit costly if you need large-scale data collection.
Pricing
Starts at $3/CPM with a pay-as-you-go model.
Offers a free trial to test the service before committing.
My Performance Test 📈
Let me show you how the result of scraping Amazon customer reviews amazed me.
Test Parameter | Result |
|---|---|
Response Time | 0.25s |
Performance Uptime | 99.9% |
Proxy Session Duration | 35% longer sessions |
Data Accuracy | High |
Response Format | JSON |
How to Scrape Amazon Reviews: A Step-by-Step Guide
Here’s a simple way to scrape Amazon reviews using ready-made tools:
- Enter the URL: Copy and paste the link of the product or category page you want to scrape.
- Choose the Data: Most scraping tools let you click on the reviews or ratings you want to collect. This saves time.
- Download the Data: Once the tool collects the reviews, download them in a format like CSV, Excel, or JSON.
- Handle Multiple Pages: Make sure the scraper follows the "Next Page" button if you want reviews from all pages.
- Use Extra Settings (Optional): Some tools let you choose more options like proxy settings or scheduled scraping.
- Run the Scraper: Start the tool to gather your data in real-time or at set times.
Wrapping Up
Hopefully, you’ve got a clear picture of the Best Amazon Review Scraper in 2025. Choosing the right scraper depends on what you need. For speed and security, go with SmartProxy, Oxylabs, or Bright Data. If you're a beginner or want a ready-made tool, try Nimble, Apify, or Scrapingdog. These tools help you collect accurate Amazon review data to stay ahead in 2025!
Please share your experience of these scraping tools in the comment section below.
FAQs: Amazon Review Scraper
Is it legal to scrape Amazon?
Scraping Amazon can be tricky legally. Stick to public data and follow Amazon's terms. Use their API for safe data access.
Why Should You Scrape Amazon Reviews?
Scraping Amazon reviews helps you understand customers, spot product issues, and improve satisfaction. You can analyze competitors and get ideas for new products. This saves time and gives valuable insights.
How Do I Review Anonymously on Amazon?
To review anonymously on Amazon, choose the “Post as Anonymous” option when you write your review. This keeps your name and identity hidden from other users.
Does Amazon Find Fake Reviews?
Yes, Amazon uses smart technology to find and remove fake reviews. Users can also report any suspicious reviews for checking.
How Do I Remove Fake Reviews on Amazon?
If you see fake reviews on your product listings, report them to Amazon using the “Report Abuse” option. Amazon will look into it and take action if needed.
Can Amazon Ban Me for Reviews?
Amazon might ban your account if it finds you are trying to manipulate reviews with fake ones or other banned actions.
How Can I Export Amazon Reviews?
To export Amazon reviews, use web scraping tools or browser extensions that let you save data in formats like CSV or Excel. You can also manually copy and paste if you have a smaller number of reviews.
