Voice of Customer

What is Amazon Reviews Scraper API?

1
Send API Request
Specify ASIN and market
2
Auto Scrape Reviews
Handle anti-bot, extract data
3
Return Structured Data
JSON format, ready to use

Amazon Reviews Scraper API is a professional solution designed to extract detailed customer feedback from any Amazon marketplace. As a leading real-time Amazon review data API, it powers sentiment analysis, product research, and reputation management by providing structured access to millions of user reviews.

Real-time Data Extraction
Filter by date, rating, and more
Structured JSON Output
Complete data: ratings, text, images, videos
99.9% Success Rate
Auto-handle anti-bot, ensure data quality
Global Market Support
US, Europe, Japan, and all major sites

Ready to start scraping Amazon review data?

Get Started Now
Why Choose Pangolinfo?

Structured Amazon Customer Review Scraping API Features

Built for Data Science

Sentiment Analysis Ready

Clean, structured text data perfect for NLP models. Analyze customer emotions at scale.

Verified Purchase Filter

Distinguish between organic feedback and noise. Filter reviews by “Verified Purchase” status.

Visual Content Extraction

Scrape user-generated images and videos to understand product usage in real-world scenarios.

Bulk Amazon Review Collection API Use Cases

Market Research

Identify product flaws and feature requests from competitor reviews.

Brand Monitoring

Detect negative sentiment early and manage brand reputation.

AI Training

Train LLMs on authentic consumer language and preferences.

Marketing Analysis

Find user-generated content (UGC) for social proof.

Comprehensive Data Coverage

Amazon Review Data Field Compilation

Access every detail of customer feedback. Our API normalizes messy HTML into structured JSON.

Review ID
Verified Purchase
Star Rating
Helpful Votes
Review Title
Review Text
Review Images
Review Video
Reviewer Name
Reviewer ID
Publish Date
Marketplace
Vine Voice
Variation Used
Review Country
More Fields…
Top Reviews
Customer Feedback
4.5 out of 5
CV
Camila Vergara
Dec 24, 2025
Great sheets
Verified Purchase

Great sheets for the price. They are soft and fit perfectly on my deep mattress…

JSON Output
{ “rating”: 5, “sentiment”: “positive”, “helpful_count”: 7 }
DC
DAC
Dec 10, 2025
Cheap, yet quality!
Verified Purchase

For its price, Iā€™m shocked at how soft this set is! I purchased this for extra guest room sheets and have no complaints.

7 people found this helpful

Real-time Amazon Review Data API Demo

Send a request and get structured Amazon customer review data instantly

šŸ“¤ Send Request

POST
{
“asin”: “B07Z7B47NB”,
“market”: “us”,
“callback”: “https://your-server.com/callback”
}

šŸ“„ Return Data

JSON
{
“rating”: 5,
“review_text”: “Very satisfied…”,
“verified_purchase”: true
}
Try Full API in Playground

Choose Your Plan

Flexible pricing options for everyone, from individual sellers to enterprise teams

Starter

$19/mo

For individual sellers.

  • 9,600 Credits
  • 2,400 Pages
Buy Now
Most Popular

Professional

$99/mo

For growing sellers.

  • 60,000 Credits
  • Advanced Filters
Buy Now

Expert

$369/mo

For brand teams.

  • 240,000 Credits
  • High Concurrency
Buy Now

Enterprise

Custom

Large-scale data solutions.

View More

Trusted by Data Teams Worldwide

“Processing over 100,000 reviews daily with a 99.9% success rate. The data quality is incredibly stable.”

“Fast API response, clear data structure. The technical support team is very professional.”

“Pangolinfo offers the best value for bulk scraping features. Saved us significant costs.”

Frequently Asked Questions

Can I scrape reviews by date?

Yes, you can use the review_date_start parameter to fetch reviews published after a specific date.

Marketplaces supported?

We support all major domains: US, UK, DE, FR, IT, ES, JP, CA, etc.

Ready to Scale Your Review Data?

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