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!
Looking for an Amazon review scraping tool that provides structured and accurate data? Start your free trial today.
Finding Amazon products using keywords has never been easier. With just a few steps, you can extract structured data effortlessly:
Paste one or multiple Amazon product page links into the tool.
The Amazon review scraping tool fetches review text, ratings, dates, images, and more.
Export structured review data in your preferred format.
Our Amazon review scraping tool allows flexible inputs to refine your review extraction.
Input Fields:
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
}
]
Once scraped, the data is structured into Product Information, Review Details, Reviewer Information, and Review Metadata..
Output Fields:
Product Information
Review Details
Reviewer Information
Review Media & Links
Search & Metadata
Sample Output Table:
url | product_name | product_rating | product_rating_object | product_rating_max | rating | author_name | asin | product_rating_count | review_header | review_id | review_text | author_id | author_link | badge | brand | review_posted_date | review_country | review_images | helpful_count | keyword | is_amazon_vine | is_verified | variant_asin | variant_name | videos |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
https://www.amazon.com/Sony-Noise-Cancelling-Headphones-WHCH710N/dp/B085RNVJ3P/ref=sr_1_133?keywords=headphones&qid=1676645331&sr=8-133 | Sony Noise Cancelling Headphones WHCH710N: Wireless Bluetooth Over the Ear Headset with Mic for Phone-Call, Black | 4.4 | {"five_star":14619,"four_star":3743,"one_star":1114,"three_star":1582,"two_star":797} | 5 | 5 | gmc***n | B085RNVJ3P | 21851 | Fabulous | R293ZWXC2SBNVN | 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. | AFRDCFHS6YECIPQYLMEZPCCK4FOA | https://www.amazon.com//gp/profile/amzn1.account.AFRDCFHS6YECIPQYLMEZPCCK4FOA/ref=cm_cr_arp_d_gw_btm?ie=UTF8 | Sony | July 26, 2021 | United States | [] | 0 | |||||||
https://www.amazon.com/product-reviews/B07Q9MJKBV?ie=UTF8&reviewerType=all_reviews&pageNumber=482 | Bose Noise Cancelling Headphones 700,Bluetooth, Over-Ear Wireless with Built-In Microphone for Clear Calls & Alexa Voice Control,Black | 4.5 | {"five_star":23347,"four_star":3677,"one_star":1521,"three_star":1578,"two_star":962} | 5 | 3 | ****** | B07Q9MJKBV | 31084 | Don’t get to use with MS Teams - otherwise glorious | R52HPE762F7QT | 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 | Verified Purchase | Bose | April 29, 2021 | United Kingdom | [] | 1 | ||||||||
https://www.amazon.com/product-reviews/B08X1QWB9W?ie=UTF8&reviewerType=all_reviews&pageNumber=128 | 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 | 4.2 | {"five_star":27795,"four_star":8019,"one_star":2892,"three_star":3862,"two_star":1709} | 5 | 3 | ****** | B08X1QWB9W | 44278 | I’ve bought cheaper headphones | R2T691RVIAT5J5 | 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. | AFI5P2JFEVRUUBV7AQMR5H6DHK3Q | https://www.amazon.com//gp/profile/amzn1.account.AFI5P2JFEVRUUBV7AQMR5H6DHK3Q/ref=cm_cr_arp_d_gw_btm?ie=UTF8 | Verified Purchase | Skullcandy | August 1, 2021 | United States | [] | 0 | ||||||
https://www.amazon.com/TOZO-Bluetooth-Wireless-Headphones-Waterproof/dp/B07J2Z5DBM/ref=sr_1_178?keywords=headphones&qid=1676645331&sr=8-178 | 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) | 4.3 | {"five_star":223733,"four_star":57634,"one_star":18165,"three_star":26552,"two_star":13344} | 5 | 4 | McCall A******d | B07J2Z5DBM | 339423 | Good ear buds | R17HN4UJN5KGWI | Good sound, fit well in the ear | AGZNGDLIR2JUVGPGZJ32L2S564OA | https://www.amazon.com//gp/profile/amzn1.account.AGZNGDLIR2JUVGPGZJ32L2S564OA/ref=cm_cr_arp_d_gw_btm?ie=UTF8 | Verified Purchase | TOZO | May 26, 2022 | United States | 0 | |||||||
https://www.amazon.com/Shokz-OpenMove-Headphones-Conduction-Sweatproof/dp/B09BW29FJS/ref=sr_1_167?keywords=headphones&qid=1676645331&sr=8-167 | Shokz OpenMove - Open-Ear Bluetooth Sport Headphones - Bone Conduction Wireless Earphones - Sweatproof for Running and Workouts, with Sticker Pack (Grey) | 4.5 | {"five_star":4263,"four_star":1061,"one_star":222,"three_star":365,"two_star":137} | 5 | 5 | nancy p**r | B09BW29FJS | 6048 | My husband loves them! | R16W6YQM7EG8D7 | My husband uses them when he's cutting the grass or when he is making something in his workshop he's a wood maker | AGPJBO5GVWFAZSNS63SBMZBQJCEA | https://www.amazon.com//gp/profile/amzn1.account.AGPJBO5GVWFAZSNS63SBMZBQJCEA/ref=cm_cr_arp_d_gw_btm?ie=UTF8 | Verified Purchase | SHOKZ | April 24, 2022 | United States | [] | 0 |
Features:
Benefits:
Our Amazon review scraper is designed for professionals who need actionable insights from customer feedback:
Feature | Amazon Product Review Scraper | Chrome Extensions | Python Scripts |
---|---|---|---|
No-Code | Yes | No | No |
Scrape Multiple URLs | Yes | Limited | Yes |
API & Automation | Yes | No | Yes |
Bypass Amazon Restrictions | Yes | No | No |
Export to CSV/JSON | Yes | Yes | Yes |
Unlike other Amazon review scraping tools, our solution is fully automated and scalable.
For developers, our Amazon review scraping tool also offers an API, enabling seamless integration with:
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.
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.