Real‑time review text, star ratings, reviewer profiles, and sentiment from Trustpilot, Yelp, Google Maps, Amazon, TripAdvisor, and 100+ review sites. Power your reputation management, product feedback loop, and market research with 99.9% accurate, structured review data.
From a single product to an entire brand — a resilient pipeline that handles dynamic review widgets, pagination, and multiple platforms.
Provide brand names, product pages, or specific review page URLs. We'll configure extraction across all relevant platforms.
We scrape 100+ review sites, render dynamic widgets, paginate through thousands of reviews, and bypass CAPTCHAs.
Standardize ratings formats, deduplicate cross‑posted reviews, and apply AI‑powered sentiment analysis automatically.
API, CSV, JSON, or direct CRM sync — ready for your reputation dashboard, product roadmap, or AI training pipelines.
Every signal a customer experience or marketing team needs — captured from public review pages.
Numerical score and max scale (e.g., 4.3 / 5).
Full review content, including title and body.
Public username, reviewer location, and number of reviews.
When the review was posted or last updated.
AI‑powered positive/neutral/negative label and confidence score.
Extracted themes from the review (e.g., “shipping”, “customer service”).
Trustpilot, Yelp, Google Maps, Amazon, etc.
Direct URL to the original review for validation.
From brand protection to product improvement — actionable insights powered by live customer feedback.
Track and respond to reviews across platforms from a single dashboard.
Compare your ratings and sentiment against competitors to identify strengths and gaps.
Aggregate recurring issues and feature requests from real users to inform your roadmap.
Build large‑scale sentiment analysis and text classification models with labeled reviews.
Analyze consumer sentiment trends, category buzz, and emerging pain points.
Curate positive reviews for testimonials, social proof, and advertising campaigns.
Customer‑focused teams across industries use our review data to listen, learn, and improve.
Monitor customer feedback across marketplaces to improve product quality and service.
Manage your reputation on TripAdvisor, Booking.com, and local review sites.
Power brand discovery and comparison features with live rating data.
Track consumer sentiment and satisfaction trends for reports and forecasts.
Collect labeled sentiment data and customer intent examples for NLP training.
Centralize voice‑of‑customer data from dozens of sources into one analytics tool.
We deliver comprehensive, accurate, and fresh customer feedback — purpose‑built for reputation and insight teams.
Trustpilot, Yelp, Google, Amazon, G2, Capterra, and niche platforms — unified in one feed.
Every review is automatically tagged with sentiment and topic labels — no extra processing needed.
Ratings, dates, and reviewer info are validated — no missing stars or shuffled data.
Auto‑rotating IPs, CAPTCHA solving, and smart pagination deliver millions of reviews without interruption.
REST API, CSV, JSON, Parquet, or direct sync to your reputation management tool or data warehouse.
Only public reviews, GDPR/CCPA compliant, with documented methodology for your legal team.
From monitoring a single brand to powering a reputation SaaS — choose a plan that matches your feedback volume.
For small brands & niche monitoring.
For growing agencies & CX teams.
For reputation platforms & large‑scale needs.
💡 Need a one‑time review audit? Talk to us for a custom data extraction project.
Everything you need to know before building your review data pipeline.
Yes — we extract only publicly available reviews visible to any website visitor. Our operations comply with GDPR, CCPA, and platform terms. We never access private accounts or gated content. We recommend consulting your legal counsel for your specific use case.
Trustpilot, Yelp, Google Maps, Amazon, G2, Capterra, TripAdvisor, Facebook Reviews, and many more. Any public review section on a website can be added upon request.
Absolutely. Our NLP engine scores every review for sentiment and extracts key topics automatically. This is included in Professional and Enterprise plans.
Professional plans support updates as frequently as every hour. Enterprise clients receive near‑real‑time alerts for new reviews. Starter plans include daily refresh.
Yes, we maintain archives of past reviews, ratings, and sentiment scores. Enterprise clients can request backfills and historical trend analysis for any brand or product.
Tell us your target brands and platforms — we'll deliver a sample of recent reviews and a tailored quote within 2 hours.
📧 Email: info@scraperscoop.com
📧 Email: work.scraperscoop@gmail.com
Tell us your requirements and get a custom quote within 15 minutes.