Amazon Product Review Scraper

Overview

Extract Amazon Reviews Effortlessly – No Code Required

Scraping Amazon product reviews shouldn't be complicated. With our Amazon Product Review Scraper, you get a ready-to-use, no-code solution that extracts customer reviews, ratings, and sentiment insights in just a few clicks. No technical expertise required—just enter one or multiple product URLs and start scraping!

• 100 pages scraping free - Start for free, while you can scrape all reviews from thousands of pages.
• Export structured data - Download reviews in CSV, JSON, or Excel format.
• Automate review tracking - Monitor and update review data periodically.

Looking for an Amazon review scraping tool that provides structured and accurate data? Start your free trial today.

How It Works: Extract Amazon Reviews in 3 Simple Steps

Finding Amazon products using keywords has never been easier. With just a few steps, you can extract structured data effortlessly:

Input & Sample Request

Our Amazon review scraping tool allows flexible inputs to refine your review extraction.

Input Fields:

• URLs (required) - Add one or multiple Amazon product page links
• Days_range - Number of past days to consider when collecting reviews. Leave blank for no limit.
• keyword - Filter reviews by specific keywords.
• Sort_by - Sort reviews by most helpful or most recent.
• Reviewer_type - Choose between all reviews or AVP-only reviews.
• Filter_star - Extract reviews with one-star to five-star ratings or select all reviews.

Sample Input:

[
{
    "url": "https://www.amazon.com/Sony-Noise-Cancelling-Headphones-WHCH710N/dp/B085RNVJ3P/ref=sr_1_133?keywords=headphones&qid=1676645331&sr=8-133",
    "product_name": "Sony Noise Cancelling Headphones WHCH710N: Wireless Bluetooth Over the Ear Headset with Mic for Phone-Call, Black",
    "product_rating": 4.4,
    "product_rating_object": {
    "five_star": 14619,
    "four_star": 3743,
    "one_star": 1114,
    "three_star": 1582,
    "two_star": 797
    },
    "product_rating_max": 5,
    "rating": 5,
    "author_name": "gmc***n",
    "asin": "B085RNVJ3P",
    "product_rating_count": 21851,
    "review_header": "Fabulous",
    "review_id": "R293ZWXC2SBNVN",
    "review_text": "The noise cancellation blocks out my wife snoring 100%, now I can go to sleep and sleep all night.  I alsouse my cell phone to play calm sleeping music and I am getting the best sleep of my life.",
    "author_id": "AFRDCFHS6YECIPQYLMEZPCCK4FOA",
    "author_link": "https://www.amazon.com//gp/profile/amzn1.account.AFRDCFHS6YECIPQYLMEZPCCK4FOA/ref=cm_cr_arp_d_gw_btm?ie=UTF8",
    "badge": null,
    "brand": "Sony",
    "review_posted_date": "July 26, 2021",
    "review_country": "United States",
    "review_images": [],
    "helpful_count": 0,
    "keyword": null,
    "is_amazon_vine": null,
    "is_verified": null,
    "variant_asin": null,
    "variant_name": null,
    "videos": null
},
{
    "url": "https://www.amazon.com/product-reviews/B07Q9MJKBV?ie=UTF8&reviewerType=all_reviews&pageNumber=482",
    "product_name": "Bose Noise Cancelling Headphones 700,Bluetooth, Over-Ear Wireless with Built-In Microphone for Clear Calls & Alexa Voice Control,Black",
    "product_rating": 4.5,
    "product_rating_object": {
    "five_star": 23347,
    "four_star": 3677,
    "one_star": 1521,
    "three_star": 1578,
    "two_star": 962
    },
    "product_rating_max": 5,
    "rating": 3,
    "author_name": "******",
    "asin": "B07Q9MJKBV",
    "product_rating_count": 31084,
    "review_header": "Don’t get to use with MS Teams - otherwise glorious",
    "review_id": "R52HPE762F7QT",
    "review_text": "Love the really long battery life, the sound quality, the noise cancellation, comfort and controlsDo not love the glitch while using with MS Teams where they randomly stop receiving audio",
    "author_id": null,
    "author_link": null,
    "badge": "Verified Purchase",
    "brand": "Bose",
    "review_posted_date": "April 29, 2021",
    "review_country": "United Kingdom",
    "review_images": [],
    "helpful_count": 1,
    "keyword": null,
    "is_amazon_vine": null,
    "is_verified": null,
    "variant_asin": null,
    "variant_name": null,
    "videos": null
},
{
    "url": "https://www.amazon.com/product-reviews/B08X1QWB9W?ie=UTF8&reviewerType=all_reviews&pageNumber=128",
    "product_name": "Skullcandy Dime True Wireless In-Ear Bluetooth Earbuds Compatible with iPhone and Android / Charging Case and Microphone / Great for Gym, Sports, and Gaming, IPX4 Water Dust Resistant - Black",
    "product_rating": 4.2,
    "product_rating_object": {
    "five_star": 27795,
    "four_star": 8019,
    "one_star": 2892,
    "three_star": 3862,
    "two_star": 1709
    },
    "product_rating_max": 5,
    "rating": 3,
    "author_name": "******",
    "asin": "B08X1QWB9W",
    "product_rating_count": 44278,
    "review_header": "I’ve bought cheaper headphones",
    "review_id": "R2T691RVIAT5J5",
    "review_text": "The right ear bud will only stay on for a few minutes before randomly just turning off which is annoying and battery life could be better. I’ve bought cheaper headphones with better battery life and both headphones worked. The right one worked correctly one time before it started acting weird.",
    "author_id": "AFI5P2JFEVRUUBV7AQMR5H6DHK3Q",
    "author_link": "https://www.amazon.com//gp/profile/amzn1.account.AFI5P2JFEVRUUBV7AQMR5H6DHK3Q/ref=cm_cr_arp_d_gw_btm?ie=UTF8",
    "badge": "Verified Purchase",
    "brand": "Skullcandy",
    "review_posted_date": "August 1, 2021",
    "review_country": "United States",
    "review_images": [],
    "helpful_count": 0,
    "keyword": null,
    "is_amazon_vine": null,
    "is_verified": null,
    "variant_asin": null,
    "variant_name": null,
    "videos": null
},
{
    "url": "https://www.amazon.com/TOZO-Bluetooth-Wireless-Headphones-Waterproof/dp/B07J2Z5DBM/ref=sr_1_178?keywords=headphones&qid=1676645331&sr=8-178",
    "product_name": "TOZO T10 Bluetooth 5.3 Wireless Earbuds with Wireless Charging Case IPX8 Waterproof Stereo Headphones in Ear Built in Mic Headset Premium Sound with Deep Bass for Sport Black (2022 Upgraded)",
    "product_rating": 4.3,
    "product_rating_object": {
    "five_star": 223733,
    "four_star": 57634,
    "one_star": 18165,
    "three_star": 26552,
    "two_star": 13344
    },
    "product_rating_max": 5,
    "rating": 4,
    "author_name": "McCall A******d",
    "asin": "B07J2Z5DBM",
    "product_rating_count": 339423,
    "review_header": "Good ear buds",
    "review_id": "R17HN4UJN5KGWI",
    "review_text": "Good sound, fit well in the ear",
    "author_id": "AGZNGDLIR2JUVGPGZJ32L2S564OA",
    "author_link": "https://www.amazon.com//gp/profile/amzn1.account.AGZNGDLIR2JUVGPGZJ32L2S564OA/ref=cm_cr_arp_d_gw_btm?ie=UTF8",
    "badge": "Verified Purchase",
    "brand": "TOZO",
    "review_posted_date": "May 26, 2022",
    "review_country": "United States",
    "review_images": null,
    "helpful_count": 0,
    "keyword": null,
    "is_amazon_vine": null,
    "is_verified": null,
    "variant_asin": null,
    "variant_name": null,
    "videos": null
},
{
    "url": "https://www.amazon.com/Shokz-OpenMove-Headphones-Conduction-Sweatproof/dp/B09BW29FJS/ref=sr_1_167?keywords=headphones&qid=1676645331&sr=8-167",
    "product_name": "Shokz OpenMove - Open-Ear Bluetooth Sport Headphones - Bone Conduction Wireless Earphones - Sweatproof for Running and Workouts, with Sticker Pack (Grey)",
    "product_rating": 4.5,
    "product_rating_object": {
    "five_star": 4263,
    "four_star": 1061,
    "one_star": 222,
    "three_star": 365,
    "two_star": 137
    },
    "product_rating_max": 5,
    "rating": 5,
    "author_name": "nancy p**r",
    "asin": "B09BW29FJS",
    "product_rating_count": 6048,
    "review_header": "My husband loves them!",
    "review_id": "R16W6YQM7EG8D7",
    "review_text": "My husband uses them when he's cutting the grass or when he is making something in his workshop he's a wood maker",
    "author_id": "AGPJBO5GVWFAZSNS63SBMZBQJCEA",
    "author_link": "https://www.amazon.com//gp/profile/amzn1.account.AGPJBO5GVWFAZSNS63SBMZBQJCEA/ref=cm_cr_arp_d_gw_btm?ie=UTF8",
    "badge": "Verified Purchase",
    "brand": "SHOKZ",
    "review_posted_date": "April 24, 2022",
    "review_country": "United States",
    "review_images": [],
    "helpful_count": 0,
    "keyword": null,
    "is_amazon_vine": null,
    "is_verified": null,
    "variant_asin": null,
    "variant_name": null,
    "videos": null
}
]
                    

Output Fields & Sample Results

Once scraped, the data is structured into Product Information, Review Details, Reviewer Information, and Review Metadata..

Output Fields:

Product Information

• product_name, brand, asin, variant_asin, variant_name, product_rating, product_rating_max, product_rating_count, product_rating_object

Review Details

• review_id, review_header, review_text, review_posted_date, rating, helpful_count, is_amazon_vine, is_verified

Reviewer Information

• author_name, author_id, author_link, review_country, badge

Review Media & Links

• url, author_link, review_images

Search & Metadata

• keyword

Sample Output Table:

Key Features & Benefits

Features:

• No-Code Solution – No Python, APIs, or coding required.
• Scrape One or Multiple URLs – Bulk scrape all reviews from multiple products.
• Export Options – Download data in CSV, JSON, or integrate with Power BI.
• Automated Scraping – Schedule periodic extractions for ongoing review monitoring.
• Bypass Amazon Restrictions – Handles pagination, anti-bot measures, and CAPTCHA challenges.

Benefits:

• Gain Customer Insights – Understand what customers love (or hate) about a product.
• Competitive Advantage – Compare competitor reviews side-by-side.
• Data for AI & Market Research – Use review data to train sentiment analysis models.
• Saves Time & Effort – No need for manual review collection anymore.

Who Benefits from This Tool?

Our Amazon review scraper is designed for professionals who need actionable insights from customer feedback:

• Amazon Sellers – Track customer feedback to optimize product listings.
• eCommerce Businesses – Analyze market trends and product performance.
• Competitor Analysts – Gain insights into competitors' review sentiment.
• Data Scientists & Researchers – Use review data for AI-driven insights.
• Marketing & PR Teams – Identify trends, customer pain points, and product improvements.

Competitive Advantage: Why Choose Our Scraper?

Unlike other Amazon review scraping tools, our solution is fully automated and scalable.

API & Automation Features

For developers, our Amazon review scraping tool also offers an API, enabling seamless integration with:

• Power BI, Google Sheets, and custom dashboards
• Marketing automation tools
• AI-driven review analysis and sentiment tracking

Legal & Compliance

Is it legal to scrape Amazon reviews?

Yes! Our tool scrapes only publicly available review data. We do not collect personal information or violate Amazon's terms.

Safe & Secure – We ensure compliance with data privacy regulations while providing structured review data ethically.

Ready to Extract Amazon Product Reviews?

No-code solution – Instant scraping, no setup required.

Bulk review extraction – Scrape all reviews, not just the first few pages.

Fully automated & scalable – Save time and maximize insights.