Turn customer opinions into actionable insights by extracting real reviews, ratings, and feedback from across the web.
Data without context is just noise. We provide structured review data that allows your team to perform deep sentiment analysis and competitive benchmarking.
We filter and tag reviews to distinguish between verified buyers and general feedback — ensuring your analysis is based on authentic customer experiences.
Data is delivered in clean JSON/CSV formats, optimized for NLP and AI model training. Ready for immediate integration with your analytics pipeline.
Extract reviews in 25+ languages with automatic language detection and translation-ready formatting for global analysis.
Our scrapers navigate through thousands of review pages automatically, ensuring no feedback is left behind — even on sites with infinite scroll.
Smart rotation, browser fingerprinting, and 50M+ residential proxies allow us to scrape data from major retail platforms without interruptions.
Collect years of historical reviews or set up a pipeline to scrape only the newest feedback daily — perfect for ongoing monitoring.
Advanced algorithms detect and remove duplicate reviews across variants, listings, and platforms to ensure clean datasets.
Set up webhooks to receive instant notifications when new reviews are posted — never miss critical feedback.
Target specific rating ranges, date ranges, verified-only reviews, or reviews with images/videos for focused analysis.
Average star ratings, total review count, and rating distribution (1-5 stars) — all normalized and structured.
Full review headlines, body text, pros/cons highlights, and "verified purchase" badges with timestamps.
Reviewer names, locations, dates, helpfulness upvotes, and reviewer profile links where available.
Review images, video URLs, and screenshot metadata — perfect for visual sentiment analysis.
Color, size, or style-specific reviews with variant-level rating breakdowns.
Pre-computed sentiment scores (positive/neutral/negative) using our proprietary NLP models — ready for dashboards.
Amazon, Walmart, eBay, AliExpress, Target, Best Buy, Flipkart, Etsy
UberEats, DoorDash, Zomato, Swiggy, Deliveroo, Grubhub, Postmates
Instacart, Amazon Fresh, Walmart Grocery, Tesco, Ocado, BigBasket
Shopify Stores, Nike, Sephora, Samsung, Apple, Lululemon, Adidas
Google Maps, Yelp, Trustpilot, TripAdvisor, Glassdoor, Booking.com
Apple App Store, Google Play Store — app reviews and ratings
Expedia, Airbnb, Agoda, Hotels.com, Marriott, Hilton
iHerb, CVS, Walgreens, Rite Aid, Healthline — supplement & health product reviews
Our infrastructure doesn't just "copy-paste" text. We perform advanced data cleaning to ensure your analysis is accurate and actionable.
{
"product_id": "B08N5WRWND",
"product_name": "Wireless Headphones Pro",
"avg_rating": 4.8,
"total_reviews": 1247,
"reviews": [{
"rating": 5,
"text": "Incredible battery life...",
"verified": true,
"sentiment": "positive",
"sentiment_score": 0.94,
"date": "2025-03-15",
"helpful_votes": 124
}],
"rating_distribution": {"5": 892, "4": 210, "3": 85, "2": 40, "1": 20}
}
Quantify customer satisfaction by categorizing feedback into positive, neutral, and negative sentiment scores with confidence metrics.
Pinpoint specific mentions of product quality, shipping speed, pricing, or customer service to see what's driving your ratings.
Monitor declining product performance or sudden spikes in negative reviews to intervene before your brand reputation is impacted.
Leverage competitor weaknesses found in their reviews to improve your own product, UX, and go-to-market strategies.
Unlock customer insights that drive better decisions and faster growth.
Yes, we extract only publicly available, genuine customer reviews from the target platforms. We also tag and filter "verified purchase" reviews to help you distinguish authentic feedback.
Absolutely. We support daily, weekly, or real-time review tracking to help you stay on top of new feedback. Delta scraping ensures you only get new reviews after the initial historical extraction.
Yes. Our data is delivered clean and structured, specifically formatted for NLP and AI sentiment models. We can also provide pre-computed sentiment scores using our proprietary models.
Yes, we support global platforms across various regions including US, UK, Canada, Australia, Germany, France, India, and more. We can extract reviews in 25+ languages with automatic language detection.
Pricing depends on volume, frequency, and platform complexity. Contact us for a custom quote tailored to your specific requirements. We offer flexible plans from $199/month for startups to enterprise custom solutions.
Tell us your requirements and get a custom quote within 15 minutes.