Scrape thousands of product reviews from Amazon, Flipkart, Walmart, and 500+ platforms — including star ratings, reviewer metadata, verified badges, helpful votes, and full text for NLP analysis.
We don't just scrape star ratings — we capture every piece of review metadata, including images, videos, and seller responses.
Actual review data extracted from Amazon, Flipkart, Walmart, and more.
| Product | Platform | Rating | Review Title | Review Text (excerpt) | Verified | Date | Helpful |
|---|---|---|---|---|---|---|---|
| Sony WH-1000XM5 | Amazon | ★★★★★ | Best noise cancellation ever | Battery lasts 30+ hours, comfort is unmatched... | ✓ | Mar 20, 2025 | 89 |
| Nike Air Max 270 | Flipkart | ★★★★☆ | Stylish but narrow fit | Looks great but runs small. Size up if you have wide feet. | ✓ | Mar 18, 2025 | 34 |
| Apple iPhone 15 Pro | Amazon | ★★★★★ | Absolutely worth the upgrade | Camera system is incredible. Action button is a game changer. | ✓ | Mar 15, 2025 | 217 |
| Samsung Galaxy S24 | Walmart | ★★★☆☆ | Good phone, average battery | Display is stunning, but battery drains faster than expected. | ✓ | Mar 12, 2025 | 56 |
| Maybelline Fit Me Foundation | Myntra | ★★★★★ | Perfect shade match | Lightweight, natural finish. My go-to foundation now. | ✓ | Mar 10, 2025 | 128 |
| Review Text (sample) | Rating | Sentiment | Confidence | Key Topics |
|---|---|---|---|---|
| "Best phone I've ever owned. Camera is amazing, battery lasts all day." | 5⭐ | Positive | 0.97 | camera, battery, performance |
| "Good product but delivery was delayed and packaging damaged." | 3⭐ | Mixed/Negative | 0.82 | delivery, packaging |
| "Complete waste of money. Broke after 2 weeks. Poor quality." | 1⭐ | Negative | 0.99 | durability, quality, value |
| "Excellent value for price. Works as expected. Would recommend." | 4⭐ | Positive | 0.94 | value, reliability |
| "Feature-rich but steep learning curve. Needs better documentation." | 4⭐ | Neutral/Positive | 0.76 | features, documentation |
{
"job_id": "review_scrape_amz_20250328",
"total_reviews_extracted": 2847,
"reviews": [
{
"review_id": "R1X2Y3Z4",
"title": "Exceptional camera and performance",
"rating": 5,
"body": "The camera system is unbeatable. ProRes video quality is professional grade. Battery easily lasts full day with heavy use.",
"reviewer_name": "Rahul M.",
"verified_purchase": true,
"date": "2025-03-15",
"helpful_count": 142,
"images": ["https://images/photo1.jpg"],
"sentiment": {"score": 0.94, "label": "positive"}
}
],
"aggregate": {
"average_rating": 4.8,
"distribution": {"5":2220, "4":342, "3":142, "2":57, "1":86}
}
}
We support review scraping from all major marketplaces and custom websites.
All reviews, verified badges, helpful votes, images, and video reviews. Full pagination.
GlobalStar ratings, review text, verified purchase, seller responses, and Q&A.
Customer reviews, ratings distribution, helpful counts, and review images.
Expert reviews, customer ratings, verified owner tags, and pros/cons.
Fashion & beauty reviews, size feedback, shade recommendations.
Custom review widgets, product ratings, and testimonial data.
Any StorePharmEasy, 1mg, Netmeds — medicine reviews, effectiveness ratings.
International reviews, seller feedback, buyer images.
From ML teams to brand managers — review data powers critical business decisions.
Train NLP models on thousands of labeled reviews. Understand customer emotions at scale.
Analyze competitor reviews to identify gaps and opportunities in your product category.
Mine feature requests, complaints, and praise to guide product roadmap decisions.
Track rating trends and respond to negative reviews across platforms from one dashboard.
Understand category sentiment, brand perception, and customer satisfaction benchmarks.
Power review widgets, recommendation engines, and social proof displays.
Tell us which products or categories you need review data for. We'll extract a complete dataset with ratings, review text, and metadata.