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.
Data is delivered in clean JSON/CSV formats, optimized for NLP and AI model training.
Our scrapers navigate through thousands of review pages automatically, ensuring no feedback is left behind.
Smart rotation and browser fingerprinting 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.
Average star ratings, total review count, and rating distribution (1-5 stars).
Full review headlines, body text, and "verified purchase" badges.
Reviewer names, locations, dates, and helpfulness upvotes.
Our infrastructure doesn't just "copy-paste" text. We perform advanced data cleaning to ensure your analysis is accurate.
{
"product_id": "B08N5WRWND",
"rating": 4.8,
"review_text": "Incredible battery life...",
"verified_purchase": true,
"sentiment_score": 0.94
}
Amazon, Walmart, eBay, AliExpress, Target
Instacart, DoorDash, UberEats, Zomato
Shopify Stores, Nike, Sephora, Samsung
Google Maps, Yelp, Trustpilot, TripAdvisor
Quantify customer satisfaction by categorizing feedback into positive, neutral, and negative sentiment scores.
Pinpoint specific mentions of product quality, shipping speed, or pricing to see what's driving your ratings.
Monitor declining product performance or sudden spikes in negative reviews to intervene before your brand is impacted.
Leverage competitor weaknesses found in their reviews to improve your own product, UX, and marketing strategies.
Unlock customer insights that drive better decisions and faster growth.
Yes, we extract only publicly available, genuine customer reviews from the target platforms.
Yes. We support daily, weekly, or real-time review tracking to help you stay on top of new feedback.
Absolutely. Our data is delivered clean and structured, specifically formatted for NLP and AI sentiment models.
Yes, we support global platforms across various regions and can extract reviews in multiple languages.
