Amazon Reviews Scraper & Extractor

Scrapes Amazon customer reviews for sentiment analysis, competitor research, and automation. Get a small sample without authentication or scrape thousands of reviews per product using Amazon session cookies. Outputs structured JSON/CSV for pipelines like n8n, Zapier, or direct analysis.

Key Features

• Two Tiers: Scrape 10-15 reviews for free (no cookies). Use authenticated cookies for 1000+ reviews per product.
• Pay-Per-Event: You are only charged for reviews successfully extracted.
• Advanced Filtering: Filter by star rating (1-5) and verified purchase status. Sort by most recent or most helpful.
• Automation Ready: Exports clean JSON/CSV for use with n8n, Zapier, Make.com, Google Sheets, or AI/LLM analysis.
• Reliable Extraction: Built with Playwright and stealth techniques for consistent results.

What Data You Get

The actor extracts structured review data, including:
* Review Content: Title, full text, and star rating (1-5).
* Authenticity: Verified purchase badge status.
* Author & Engagement: Reviewer name and count of helpful votes.
* Product Info: ASIN and product variant details (color, size).
* Timing: Review date in ISO 8601 format.

How to Use

Input Configuration

Configure the run via a JSON input. Key fields are:

Example Inputs

Quick Mode (10-15 reviews, no cookies):

{
  "productUrls": [
    { "url": "https://www.amazon.com/dp/B005EJH6Z4" }
  ],
  "maxReviewsPerProduct": 15
}

Full Mode (Unlimited reviews, with cookies):

{
  "productUrls": [
    { "url": "https://www.amazon.com/dp/B005EJH6Z4" }
  ],
  "maxReviewsPerProduct": 1000,
  "amazonCookies": "[{\"name\":\"session-id\",\"value\":\"144-xxx\"},{\"name\":\"ubid-main\",\"value\":\"135-xxx\"}]",
  "sortBy": "recent"
}

Getting Amazon Cookies (For Unlimited Tier)

Amazon requires authentication to access paginated review pages. To get cookies:

1. Log into your Amazon account in Chrome.
2. Open Developer Tools (F12 or Cmd+Option+I).
3. Go to the Application tab, then Cookies under https://www.amazon.com.
4. Right-click the cookie list, select "Show all", and copy the entire list.

Required JSON format:

[
  {"name": "session-id", "value": "144-5719065-0242716", "domain": ".amazon.com"},
  {"name": "ubid-main", "value": "135-8785390-2055708", "domain": ".amazon.com"},
  {"name": "session-token", "value": "X3zxxRHuy9VcXmP...", "domain": ".amazon.com"}
]

Only the name, value, and domain fields are required. Cookies typically remain valid for several weeks.

Alternative: Use a browser extension like "EditThisCookie" to export cookies directly as JSON.

Output

The actor outputs a dataset of reviews. Each item is a structured JSON object containing all the fields listed in the "What Data You Get" section. Results can be downloaded as JSON, CSV, or accessed via the Apify API for integration into your workflows.