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.
Ready to start scraping Amazon review data?
Get Started NowStructured 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.
Amazon Review Data Field Compilation
Access every detail of customer feedback. Our API normalizes messy HTML into structured JSON.
"R3J7ZP4Q8K2M1A"
A stable identifier for each customer review.
Great sheets for the price. They are soft and fit perfectly on my deep mattress…
For its price, I’m shocked at how soft this set is! I purchased this for extra guest room sheets and have no complaints.
Color is slightly different than expected. It’s more of a beige than an ivory…
Real-time Amazon Review Data API Demo
Send a request and get structured Amazon customer review data instantly
📤 Send Request
POST📥 Return Data
JSONChoose Your Plan
Flexible pricing options for everyone, from individual sellers to enterprise teams
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 collect reviews by date?
Yes. Use the date filters in your request to focus on reviews published within the period you need.
Which Amazon marketplaces are supported?
The API supports major Amazon marketplaces, including the US, UK, Germany, France, Italy, Spain, Japan, Canada, and more.
What data fields are returned?
Responses can include review text, title, rating, reviewer details, verified-purchase status, helpful votes, images, videos, variations, dates, and marketplace information.
Is the review data returned in real time?
Yes. Requests retrieve current review data from the selected marketplace rather than relying on a static historical database.
How are API credits calculated?
Credit usage depends on the selected API and request volume. You can review current plans and available credits on the English billing page before purchasing.
Can I test the API before integrating it?
Yes. Use the English API Playground to test parameters, inspect structured responses, and validate your workflow before writing production code.
What happens if a request fails?
The response includes an error status and message to help you diagnose invalid parameters or retrieval issues. For production workloads, we recommend retry handling and request logging.
Is this suitable for large-scale workloads?
Yes. Professional and Enterprise options support larger credit volumes and higher-throughput use cases. Contact the team for custom concurrency and capacity requirements.
