Amazon Review Scraper

What does Amazon Review Scraper do?

Amazon Review Scraper extracts customer reviews from Amazon product pages at scale. It collects review text, star ratings, author names, dates, verified purchase badges, and helpful vote counts for any product URL you provide. This actor is ideal for product research, sentiment analysis, and competitive intelligence in the e-commerce space.

Why use Amazon Review Scraper?

• Bulk review extraction -- Gather hundreds of reviews per product without manual copy-pasting.
• Structured JSON output -- Every review is returned in a clean, machine-readable format ready for analysis or import into dashboards.
• Reliable proxy rotation -- Leverages Apify Proxy to handle rate limiting and geo-restrictions automatically.
• API and integration ready -- Trigger runs programmatically via the Apify API or connect to Google Sheets, Zapier, Slack, and other platforms.
• No coding required -- Configure and run directly from the Apify Console with a simple form-based UI.

How to use Amazon Review Scraper

1. Go to the Apify Store and find Amazon Review Scraper.
2. Click Try for free to open the actor in the Apify Console.
3. Enter one or more Amazon product URLs in the Product URLs field.
4. Set the Max Reviews limit to control how many reviews are collected per product.
5. Click Start and wait for the run to finish.
6. Download your results as JSON, CSV, or Excel from the Dataset tab.

Input configuration

Field	Type	Description	Default
productUrls	Array of strings	Amazon product URLs to scrape reviews from	["https://www.amazon.com/dp/B0CZJR9KSK"]
maxReviews	Integer	Maximum number of reviews to scrape per product	100

Output data

Each review is stored as a separate object in the dataset. Below is an example of a single output record:

{
  "productUrl": "https://www.amazon.com/dp/B0CZJR9KSK",
  "reviewTitle": "Excellent quality for the price",
  "reviewText": "I've been using this product for two weeks now and it exceeded my expectations. Build quality is solid and setup was straightforward.",
  "rating": 5,
  "author": "Sarah K.",
  "date": "2025-12-15",
  "verifiedPurchase": true,
  "helpfulVotes": 12
}

Cost of usage

Amazon Review Scraper uses Pay-Per-Event (PPE) pricing at the Mid tier:

Tier	Cost per 1,000 events	Free tier (approx.)
Mid	$0.75	~6,600 events/month

One event corresponds to one review scraped. Scraping 100 reviews from a single product would cost approximately $0.075. The free tier allocation allows roughly 6,600 reviews per month at no charge.

Tips and advanced usage

• Monitor competitor products -- Set up scheduled runs to track review trends for competing products on a daily or weekly basis.
• Combine with sentiment analysis -- Pipe the output into an NLP pipeline to automatically classify reviews as positive, negative, or neutral.
• Filter by verified purchases -- Use the verifiedPurchase field to focus your analysis on confirmed buyers only.
• Scale across product lines -- Pass dozens of product URLs in a single run to audit an entire product catalog at once.
• Export to spreadsheets -- Download results in CSV format for quick analysis in Excel or Google Sheets.

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Built with Crawlee and Apify SDK. See more scrapers by consummate_mandala on Apify Store.