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!

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:

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

Review Details

Reviewer Information

Review Media & Links

Search & Metadata

Sample Output Table:

urlproduct_nameproduct_ratingproduct_rating_objectproduct_rating_maxratingauthor_nameasinproduct_rating_countreview_headerreview_idreview_textauthor_idauthor_linkbadgebrandreview_posted_datereview_countryreview_imageshelpful_countkeywordis_amazon_vineis_verifiedvariant_asinvariant_namevideos
https://www.amazon.com/Sony-Noise-Cancelling-Headphones-WHCH710N/dp/B085RNVJ3P/ref=sr_1_133?keywords=headphones&qid=1676645331&sr=8-133Sony Noise Cancelling Headphones WHCH710N: Wireless Bluetooth Over the Ear Headset with Mic for Phone-Call, Black4.4{"five_star":14619,"four_star":3743,"one_star":1114,"three_star":1582,"two_star":797}55gmc***nB085RNVJ3P21851FabulousR293ZWXC2SBNVNThe 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.AFRDCFHS6YECIPQYLMEZPCCK4FOAhttps://www.amazon.com//gp/profile/amzn1.account.AFRDCFHS6YECIPQYLMEZPCCK4FOA/ref=cm_cr_arp_d_gw_btm?ie=UTF8SonyJuly 26, 2021United States[]0
https://www.amazon.com/product-reviews/B07Q9MJKBV?ie=UTF8&reviewerType=all_reviews&pageNumber=482Bose Noise Cancelling Headphones 700,Bluetooth, Over-Ear Wireless with Built-In Microphone for Clear Calls & Alexa Voice Control,Black4.5{"five_star":23347,"four_star":3677,"one_star":1521,"three_star":1578,"two_star":962}53******B07Q9MJKBV31084Don’t get to use with MS Teams - otherwise gloriousR52HPE762F7QTLove 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 audioVerified PurchaseBoseApril 29, 2021United Kingdom[]1
https://www.amazon.com/product-reviews/B08X1QWB9W?ie=UTF8&reviewerType=all_reviews&pageNumber=128Skullcandy 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 - Black4.2{"five_star":27795,"four_star":8019,"one_star":2892,"three_star":3862,"two_star":1709}53******B08X1QWB9W44278I’ve bought cheaper headphonesR2T691RVIAT5J5The 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.AFI5P2JFEVRUUBV7AQMR5H6DHK3Qhttps://www.amazon.com//gp/profile/amzn1.account.AFI5P2JFEVRUUBV7AQMR5H6DHK3Q/ref=cm_cr_arp_d_gw_btm?ie=UTF8Verified PurchaseSkullcandyAugust 1, 2021United States[]0
https://www.amazon.com/TOZO-Bluetooth-Wireless-Headphones-Waterproof/dp/B07J2Z5DBM/ref=sr_1_178?keywords=headphones&qid=1676645331&sr=8-178TOZO 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}54McCall A******dB07J2Z5DBM339423Good ear budsR17HN4UJN5KGWIGood sound, fit well in the earAGZNGDLIR2JUVGPGZJ32L2S564OAhttps://www.amazon.com//gp/profile/amzn1.account.AGZNGDLIR2JUVGPGZJ32L2S564OA/ref=cm_cr_arp_d_gw_btm?ie=UTF8Verified PurchaseTOZOMay 26, 2022United States0
https://www.amazon.com/Shokz-OpenMove-Headphones-Conduction-Sweatproof/dp/B09BW29FJS/ref=sr_1_167?keywords=headphones&qid=1676645331&sr=8-167Shokz 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}55nancy p**rB09BW29FJS6048My husband loves them!R16W6YQM7EG8D7My husband uses them when he's cutting the grass or when he is making something in his workshop he's a wood makerAGPJBO5GVWFAZSNS63SBMZBQJCEAhttps://www.amazon.com//gp/profile/amzn1.account.AGPJBO5GVWFAZSNS63SBMZBQJCEA/ref=cm_cr_arp_d_gw_btm?ie=UTF8Verified PurchaseSHOKZApril 24, 2022United States[]0

Key Features & Benefits

Features:

Benefits:

Who Benefits from This Tool?

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

Competitive Advantage: Why Choose Our Scraper?

FeatureAmazon Product Review ScraperChrome ExtensionsPython Scripts
No-CodeYesNoNo
Scrape Multiple URLsYesLimitedYes
API & AutomationYesNoYes
Bypass Amazon RestrictionsYesNoNo
Export to CSV/JSONYesYesYes

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:

Ready to Extract Amazon Product Reviews?

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

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