What is Amazon Reviews Scraper API?
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 Amazon Review Data API Demo
Send a request and get structured Amazon customer review data instantly
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Why Use Amazon Reviews Scraper API?
Amazon reviews contain millions of authentic customer voices – a valuable data source for market insights, product optimization, and competitive advantage
Market Trend Analysis
Analyze large volumes of review data to discover changing consumer needs, emerging product features, and market opportunities.
Product Improvement Insights
Identify product defects, feature requests, and pain points to support product iteration and innovation.
Competitive Analysis
Monitor competitor customer feedback to understand their strengths and weaknesses, and develop effective differentiation strategies.
Brand Reputation Management
Monitor brand reviews in real-time, detect negative sentiment and potential crises early, and respond quickly to protect brand image.
AI Model Training
Use authentic consumer language data to train sentiment analysis, recommendation systems, and other AI models for improved accuracy.
Marketing Content Optimization
Mine user-generated content (UGC) for social proof, optimize product descriptions, ad copy, and marketing strategies.
Ready to start scraping Amazon review data?
Get Started NowStructured Amazon Customer Review Scraping API Features
Built for Data Science
Sentiment Analysis Ready
Get 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.
Amazon Review Data Field Compilation
Access every detail of customer feedback. Our API normalizes messy HTML into structured JSON.
Great sheets for the price. They are soft and fit perfectly on my deep mattress…
“rating”: 5,
“sentiment”: “positive”,
“helpful_count”: 7
}
For its price, I’m shocked at how soft this set is! I purchased this for extra guest room sheets and have no complaints. It washed well and matches the color…
The color was a bit different than expected. It’s more of a beige than an ivory…
Trusted by Data Teams Worldwide
Real feedback from our customers
“Pangolinfo’s Review API helps us process over 100,000 reviews daily with a 99.9% success rate. The data quality is incredibly stable.”
“Fast API response, clear data structure, perfectly integrated into our AI sentiment analysis system. The technical support team is also very professional.”
“Compared to other providers, Pangolinfo offers the best value. Powerful bulk scraping features saved us significant costs and time.”
Amazon Reviews Scraper API – Frequently Asked Questions
Everything you need to know about Amazon Review Scraping
Can I scrape reviews by date?
Yes, you can use the `review_date_start` parameter to fetch reviews published after a specific date. This is perfect for incremental updates and monitoring new customer feedback.
Do you support images and videos in reviews?
Yes, our API extracts URLs for images and videos attached to user reviews, allowing you to analyze visual user-generated content (UGC) for deeper product insights.
How many credits does this API cost?
The Amazon Review API consumes 4 credits per request. Each request can retrieve a page of reviews (usually 10 reviews per page). Volume discounts are available for high-usage customers.
What marketplaces are supported?
We support all major Amazon domains including US, UK, DE, FR, IT, ES, JP, CA, AU, and many more. Just specify the `market` parameter (e.g., `us`, `uk`) to target your desired marketplace.
What format does the API return data in?
All review data is returned in structured JSON format via callback URL. Each review includes fields like rating, review text, reviewer name, verified purchase status, helpful votes, images, videos, and more.
Are there any rate limits?
Our API is designed for high-volume usage with no strict rate limits. You can submit thousands of requests concurrently. For enterprise-level needs exceeding 10M requests/month, please contact our team for custom solutions.
Can I filter for verified purchase reviews only?
Yes, each review in the response includes a `verified_purchase` boolean field. You can easily filter the results on your end to focus on verified purchases, which are often more trustworthy for analysis.
What are Vine Voice reviews?
Vine Voice reviews are from Amazon’s Vine program where trusted reviewers receive free products in exchange for honest reviews. Our API identifies these with a `vine_voice` flag, allowing you to segment and analyze them separately from organic customer reviews.
Choose Your Plan
Flexible pricing options for everyone, from individual sellers to enterprise teams
Starter
Perfect for individual sellers or small teams getting started.
- 9,600 Credits
- 2,400 Review Pages
- Rating & Sentiment Analysis
- Image & Video Extraction
- Verified Purchase Flag
Professional
Ideal for growing sellers with multi-product monitoring needs.
- 60,000 Credits
- 15,000 Review Pages
- Advanced Filtering
- Date Range Scraping
- Multi-Marketplace Support
Expert
Built for brand sellers and data analysis teams.
- 240,000 Credits
- 60,000 Review Pages
- Vine Voice Detection
- High Concurrency
- Priority Support
Enterprise
Tailored
Need more?
View all plans and enterprise options
- Large-scale data solutions
- Dedicated account manager
- Enterprise SLA guarantee
- View full Scrape API pricing
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