Export Amazon Product Reviews to CSV/Excel: Step-by-Step Tutorial
Complete guide to extracting Amazon product reviews to CSV or Excel. Learn how to export ratings, verified purchase status, helpful votes, review dates, and full text for product research and analysis.
Amazon product reviews are essential for e-commerce sellers, product researchers, and market analysts. Here's how to export them quickly and accurately to CSV or Excel format for comprehensive analysis.
Fastest path: use the Amazon Review Extractor Chrome extensionto grab ratings, verified purchase badges, helpful votes, dates, and full review text in seconds.
What We Export from Amazon
- Rating (1–5) - Star ratings from each review
- Review date - When the review was posted
- Reviewer name - Who wrote the review
- Full review text - Complete review content including title
- Product name & URL - Which product was reviewed
- Verified purchase status - Whether the reviewer actually bought the product
- Helpful votes - How many people found the review helpful
Method 1: Manual Copy (Not recommended at scale)
- 1Open an Amazon product page.
- 2Scroll to the Reviews section.
- 3Manually copy each review's rating, date, text, and reviewer name.
- 4Paste into Excel/Sheets.
- 5Repeat across pages and filters.
Downsides: Extremely slow, error-prone, and you'll miss verified purchase badges and helpful vote counts.
Method 2: One-Click Export (Recommended)
1. Install the Amazon Review Extractor (Chrome Web Store).
Get the extension from the Chrome Web Store.
Chrome Web Store page for Amazon Review Extractor
2. Open any Amazon product page
Navigate to the product you want to analyze. You can apply filters (e.g., verified purchases only, star rating, date range) before exporting if needed.
3. Click the extension → choose CSV or Excel → Start
The extension will automatically scroll through all review pages, extract all available data including verified purchase status and helpful votes, and build the file locally in your browser.
4. Download your file
You'll get amazon_reviews_<product>_<YYYY-MM-DD>.csv or .xlsx.
Sample CSV Header
rating,date,reviewer_name,review_title,review_text,product,product_url,verified_purchase,helpful_votesClean & Analyze the Data
- • Filter by verified purchases to focus on authentic customer feedback.
- • Create sentiment buckets from star ratings (1–2 negative, 3 neutral, 4–5 positive).
- • Sort by helpful votes to identify the most impactful reviews.
- • Track trends over time: month-over-month changes in ratings and sentiment.
- • Compare products: export multiple products and compare ratings, common complaints, and feature requests.
Excel/Sheets Quick Wins
- Filter to verified purchases only to analyze authentic customer experiences.
- Use
SORTby helpful_votes to prioritize the most useful reviews. - Create pivot tables to analyze rating distribution by date, product variant, or reviewer segment.
What people typically use exported Amazon reviews for
- Product research – Understand what customers love and hate about products
- Competitor analysis – Compare your product's reviews against competitors
- Quality improvement – Identify common complaints and feature requests
- Market research – Analyze trends and customer sentiment in your category
- Reputation monitoring – Track your own product's review trends over time
Compliance & Best Practices
- • Respect Amazon's Terms of Service and robots.txt guidelines.
- • Use the data for legitimate business analysis and research purposes only.
- • Avoid publishing personal data without consent.
- • Don't use reviews for spam or manipulation – focus on genuine analysis.
Need the data now?
Try the Amazon Review Extractor — $29.99, instant, no account required.
Get Amazon Review ExtractorFAQ
Can I filter which reviews get exported?
Yes—set filters on Amazon first (verified purchases, star rating, date range), then export. The extension respects whatever filters are active.
Does it handle pagination automatically?
Yes, the extension automatically scrolls through all review pages to collect the complete set.
How many reviews can I export?
Thousands, depending on the product and available reviews. The extension handles large datasets efficiently.
Does it export verified purchase badges?
Yes, the extension captures verified purchase status, helpful votes, and all other metadata available on the page.