Marketplace sellers
Product research
Favorable to scraping
Export Amazon reviews for competing ASINs, group complaints by theme, and identify features buyers mention before planning listing changes or product improvements.
Reviews & ratings$50Free
Amazon Reviews Scraper for CSV Export
This Amazon reviews scraper exports accessible Amazon customer review cards into a structured CSV for product research, rating analysis, and voice-of-customer work. Import the workflow into the UScraper local desktop app, replace the sample product URL, and collect reviewer names, ratings, review titles, review text, images, verified badges, helpful counts, dates, countries, ASINs, and product metadata without writing code.
Output
CSV file
Fields
17
Pagination
Next links
Waits
Built in
Template
Free
At a glance
Export Amazon customer reviews to CSV
Amazon reviews are useful when you need to study buyer complaints, product-fit language, star-rating patterns, review images, verified-purchase signals, and helpful-vote trends. This template is built for controlled product research: it begins with one editable Amazon product detail URL, waits for the product page, scrolls into the review section, and only runs review expansion logic after review cards are detected.
The workflow is best-effort rather than an Amazon API replacement. If Amazon redirects a review-list page to Sign-In, shows CAPTCHA, suppresses the review widget, or withholds review rows in the current browser session, the template exports what is accessible from the product page and exits safely.
Review rows with product context
Capture ASIN, brand, product name, rating summary, reviewer name, review rating, title, body, review URL, images, verified badge, helpful count, date, and country.
Expansion before export
The automation clicks visible read-more style controls inside detected review cards so long comments are easier to capture before the Structured Export block runs.
Review-list pagination
After product-page rows are exported, the template opens the explicit review-list link and continues only through real Next links that include pageNumber.
Local desktop execution
The stock template saves the CSV to your configured local folder and does not route review data through a hosted scraping actor.
Who this is for
Amazon review extractor use cases
Ecommerce analysts
Review monitoring
Favorable to scraping
Build repeatable review snapshots for approved products and compare rating distribution, helpful counts, verified-purchase rates, and recent buyer language over time.
Agencies
Competitive reporting
Nuanced outcome
Combine review exports with product, price, and bestseller datasets when a client report needs evidence from both listing pages and customer feedback.
For broader ecommerce research, pair this workflow with the Amazon Product Scraper, Amazon Top Lists Scraper, and Best Buy Reviews Scraper. Browse the UScraper template library for sibling marketplace workflows.
How to use
Configure the Amazon reviews scraper workflow
2
Replace the product URL
Edit the Navigate block and swap the sample Amazon.com detail page for the product you are allowed to review. The template reads the ASIN from product or review-list URLs.
3
Keep waits and scrolls in place
The workflow waits for the product page, scrolls to customer reviews, pauses for lazy-loaded rows, and checks for review cards before trying expansion clicks.
4
Confirm the CSV path
Structured Export writes amazon-reviews-scraper-for-amazon-us.csv with headers and append mode. Change the save folder before running client or category batches.
5
Run and audit the export
Open the CSV, spot-check ASINs, dates, blank values, duplicate-looking rows, and blocked pages before using the file in dashboards or downstream analysis.
Output preview
What the Amazon reviews to CSV export includes
amazon-reviews-scraper-for-amazon-us.csvColumn
ASIN
Detected from the product detail or review-list URL.
Column
Product_name
Product title from the product page or review-list header.
Column
Review_rating
Star rating parsed from the review card.
Column
Reviewer_name
Reviewer display name from the review row.
Column
Review_title
Review headline cleaned from star-rating labels.
Column
Review_content
Visible review body after expansion where available.
Column
Is_verified
True when Amazon renders a verified-purchase badge.
Column
Helpful_count
Helpful vote count normalized from the review text.
Column
Date
Review date text as Amazon renders it.
Sample rows
2 of many
| ASIN | Product_name | Review_rating | Reviewer_name | Review_title | Review_content | Is_verified | Helpful_count | Date |
|---|---|---|---|---|---|---|---|---|
| B0BY27XSJ3 | Belkin Connect USB-C Multiport Adapter | 5.0 | Jordan M | Works well with my laptop | The hub connected my monitor and keyboard without extra setup. | True | 3 | Reviewed in the United States on May 18, 2026 |
| B0BY27XSJ3 | Belkin Connect USB-C Multiport Adapter | 4.0 | Priya K | Good ports, short cable | Transfer speeds were solid, but the attached cable is shorter than expected. | True | 1 | Reviewed in the United States on April 29, 2026 |
Headers included - accessible product-page and review-list rows append into one file
| Field group | Columns |
|---|---|
| Product context | Page_URL, Product_URL, ASIN, Brand, Product_name, Product_stars, Rating_count |
| Review content | Review_rating, Reviewer_name, Review_title, Review_content, Review_URL, Review_images |
| Trust and timing | Is_verified, Helpful_count, Date, Country |
Frequently asked questions
Amazon reviews may be publicly visible, but automated collection can still be limited by Amazon terms, robots directives, marketplace policies, copyright, privacy law, and local regulations. Use modest runs, do not bypass CAPTCHA or access controls, and get legal review before commercial reuse.
Before you scale
Limits and maintenance notes
Guardrails for reliable Amazon review exports
Pacing
Amazon may throttle or challenge automation
Use modest batches, avoid parallel runs against the same product set, and increase waits when review pages load slowly or product metadata appears incomplete.
Layout drift
Review cards and pagination can change
Missing titles, blank review text, or early exits usually mean Amazon changed markup, served a regional variant, blocked the session, or withheld review rows.
Policy
Review rules before commercial reuse
Treat the CSV as a research export. Review Amazon policies, robots directives, API options, and applicable law before redistributing, reselling, or enriching scraped review data.
Download the template, install the local desktop app from UScraper download, and use this workflow when you need to download Amazon reviews into a structured CSV.
Get Started
Download and use this template instantly
$50Free
What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
Open-source templates
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