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Amazon Seller Review Scraper

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Amazon Seller Review Scraper

Amazon Seller Review Scraper

Extract Amazon seller reviews, feedback, and ratings by Seller ID from 24+ marketplaces. Filter by star rating, scrape multiple pages, and export clean data for seller reputation analysis, customer feedback monitoring, and competitor research.

Pricing

from $7.00 / 1,000 results

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Developer

Sachin Kumar Yadav

Sachin Kumar Yadav

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๐Ÿช Amazon Seller Review Scraper โ€“ Seller Feedback Extractor

Extract seller reviews and feedback from Amazon sellers in seconds. Get detailed seller review data including ratings, comments, author information, response status, review dates, and more from 24+ Amazon marketplaces worldwide. Perfect for seller reputation analysis, customer feedback monitoring, and competitive intelligence.


๐Ÿ“‹ Table of Contents


โœจ Features

  • ๐Ÿ†” Seller ID-Based Extraction โ€“ Extract reviews for any Amazon seller using their Seller ID
  • โญ Complete Review Data โ€“ Get ratings, comments, dates, and author details
  • ๐Ÿ’ญ Response Status โ€“ See if the seller responded to reviews
  • ๐ŸŒ Global Coverage โ€“ Supports 24+ Amazon marketplaces worldwide
  • ๏ฟฝ๏ธ Multi-Language โ€“ Extract reviews in 35+ languages
  • ๐Ÿ” Star Rating Filter โ€“ Filter by specific ratings (1-5 stars, positive, critical, or all)
  • ๐Ÿ“„ Pagination Support โ€“ Scrape multiple pages of seller reviews
  • โšก Fast & Reliable โ€“ Built-in retry logic and error handling
  • ๐Ÿ“Š Clean Table View โ€“ Organized, easy-to-read data output

๐ŸŽฏ Use Cases

Use CaseDescription
๐Ÿ“Š Seller Reputation AnalysisMonitor seller performance and customer satisfaction levels
๐Ÿ† Competitive IntelligenceTrack competitor seller ratings and customer feedback
๐Ÿ’ฌ Customer InsightsUnderstand what customers say about seller service quality
๐Ÿ“ˆ Trend MonitoringTrack seller review trends over time
๐Ÿค– Data PipelinesFeed structured seller review data to your systems

โšก Quick Start

1๏ธโƒฃ Basic โ€“ Single Seller Reviews

{
"seller_id": "A2AWKZBCPMNLY2",
"country": "US",
"star_rating": "ALL",
"max_pages": 1
}

2๏ธโƒฃ Advanced โ€“ Filter by Star Rating

{
"seller_id": "A2AWKZBCPMNLY2",
"country": "US",
"star_rating": "5_STARS",
"max_pages": 5
}

3๏ธโƒฃ Multi-Page โ€“ Get More Reviews

{
"seller_id": "A2AWKZBCPMNLY2",
"country": "GB",
"star_rating": "CRITICAL",
"max_pages": 10
}

๐Ÿ“Š Input Parameters

ParameterTypeRequiredDescriptionDefaultExample
seller_idStringโœ… YesAmazon Seller ID (alphanumeric identifier)-"A2AWKZBCPMNLY2"
countryStringโŒ NoAmazon marketplace country code"US""US", "GB", "DE", "IN", "JP"
languageStringโŒ NoLanguage for review contentAuto (marketplace default)"en_US", "de_DE", "fr_FR"
star_ratingStringโŒ NoFilter reviews by star rating"ALL""ALL", "5_STARS", "POSITIVE", "CRITICAL"
max_pagesIntegerโŒ NoMaximum pages to scrape (1-20)11, 5, 10, 20

๐Ÿ†” How to Find Seller ID

The Seller ID is a unique alphanumeric identifier for every Amazon seller. You can find it:

  1. On Product Page: Look for "Sold by" section โ†’ Click seller name โ†’ Check URL
  2. In Seller Profile URL: amazon.com/sp?seller=A2AWKZBCPMNLY2 โ†’ Seller ID is A2AWKZBCPMNLY2
  3. In Order Details: Check your order history for seller information

Seller ID Format: Uppercase letters and numbers (e.g., A2AWKZBCPMNLY2)

โญ Star Rating Filter Options

FilterDescription
ALLAll reviews regardless of rating
5_STARSOnly 5-star reviews
4_STARSOnly 4-star reviews
3_STARSOnly 3-star reviews
2_STARSOnly 2-star reviews
1_STARSOnly 1-star reviews
POSITIVEPositive reviews (4-5 stars)
CRITICALCritical reviews (1-3 stars)

๐Ÿ“ค Output Format

๐Ÿงพ Seller Review Data Structure

{
"source": "amazon_seller_reviews",
"seller_id": "A2AWKZBCPMNLY2",
"country": "US",
"domain": "www.amazon.com",
"page": 1,
"review_author": "Vicki Nester",
"review_comment": "Item ordered received in timely manner and item is as described by seller",
"review_star_rating": 5,
"has_response": false,
"review_date": "December 1, 2025",
"scraped_at": "2025-12-03T16:08:45.123Z"
}

๐Ÿ“‹ Output Fields Explained

FieldTypeDescription
sourceStringAlways "amazon_seller_reviews"
seller_idStringAmazon Seller ID
countryStringMarketplace country code (e.g., "US", "GB")
domainStringAmazon domain (e.g., "www.amazon.com")
pageIntegerPage number where review was found
review_authorStringReviewer's display name
review_commentStringFull review text/comment
review_star_ratingIntegerStar rating (1 to 5)
has_responseBooleantrue if seller responded, false otherwise
review_dateStringReview date text
scraped_atStringTimestamp when data was scraped (ISO 8601)

๐ŸŒ Supported Marketplaces

This actor supports 24 Amazon marketplaces across the globe:

RegionCountryCode
๐Ÿ‡บ๐Ÿ‡ธ North AmericaUnited StatesUS
๐Ÿ‡จ๐Ÿ‡ฆCanadaCA
๐Ÿ‡ฒ๐Ÿ‡ฝMexicoMX
๐Ÿ‡ง๐Ÿ‡ทBrazilBR
๐Ÿ‡ฌ๐Ÿ‡ง EuropeUnited KingdomGB
๐Ÿ‡ฉ๐Ÿ‡ชGermanyDE
๐Ÿ‡ซ๐Ÿ‡ทFranceFR
๐Ÿ‡ฎ๐Ÿ‡นItalyIT
๐Ÿ‡ช๐Ÿ‡ธSpainES
๐Ÿ‡ณ๐Ÿ‡ฑNetherlandsNL
๐Ÿ‡ต๐Ÿ‡ฑPolandPL
๐Ÿ‡ธ๐Ÿ‡ชSwedenSE
๐Ÿ‡ง๐Ÿ‡ชBelgiumBE
๐Ÿ‡น๐Ÿ‡ทTurkeyTR
๐Ÿ‡ฎ๐Ÿ‡ชIrelandIE
๐Ÿ‡ฏ๐Ÿ‡ต Asia PacificJapanJP
๐Ÿ‡ฎ๐Ÿ‡ณIndiaIN
๐Ÿ‡จ๐Ÿ‡ณChinaCN
๐Ÿ‡ธ๐Ÿ‡ฌSingaporeSG
๐Ÿ‡ฆ๐Ÿ‡บAustraliaAU
๐Ÿ‡ฆ๐Ÿ‡ช Middle East & AfricaUAEAE
๐Ÿ‡ธ๐Ÿ‡ฆSaudi ArabiaSA
๐Ÿ‡ช๐Ÿ‡ฌEgyptEG
๐Ÿ‡ฟ๐Ÿ‡ฆSouth AfricaZA

โ“ FAQ

Q: What is a Seller ID?

A: Seller ID is a unique alphanumeric code assigned to every Amazon seller. You can find it in the seller's profile URL or on product pages in the "Sold by" section.

Q: How many reviews can I scrape?

A: Each page typically contains 5 seller reviews. You can scrape up to 20 pages (100 reviews) per run using the max_pages parameter.

Q: Which marketplaces are supported?

A: 24 marketplaces including US, UK, Germany, India, Japan, France, Italy, Spain, Canada, Brazil, Australia, and more.

Q: Can I filter reviews by rating?

A: Yes! Use the star_rating parameter to filter by specific ratings (1-5 stars), positive reviews (4-5 stars), or critical reviews (1-3 stars).

Q: What if the Seller ID is invalid?

A: The actor will immediately exit with an error message. Make sure the Seller ID is correct and exists on the selected marketplace.

Q: Do I get seller response information?

A: Yes! The has_response field indicates whether the seller responded to the review.

Q: How do I export the data?

A: After the actor completes, you can download data in JSON, CSV, Excel, or HTML format from the Apify Dataset.

Q: Can I integrate this with other tools?

A: Yes! Use Apify's integrations with Make.com, Zapier, n8n, or connect via API to your own systems.

Q: How fast is the scraping?

A: Very fast! Reviews are extracted in seconds using direct API access.


๐Ÿš€ Get Started Now

Ready to extract Amazon seller reviews?

  1. ๐Ÿ†” Enter the Seller ID (e.g., A2AWKZBCPMNLY2)
  2. ๐ŸŒ Select the Amazon marketplace (e.g., US, GB, DE)
  3. โญ Choose star rating filter (e.g., ALL, 5_STARS, CRITICAL)
  4. ๐Ÿ“„ Set max pages to scrape (1-20)
  5. โ–ถ๏ธ Click Start to run the actor
  6. ๐Ÿ“ฅ Download your data in JSON, CSV, Excel, or HTML format
  7. Click "Try for free" to test the actor

โญ If this actor helps your workflow, please give it a star!

Looking for more Amazon data? Check out these complementary actors:


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