Amazon Reviews Scraper
Extract, clean, and analyze Amazon product reviews at scale—no code, instant insights.
Trusted by teams at
How It Works
Point to an Amazon product or search results, then compare raw pages with parsed reviews, sentiments, and KPIs side by side for full transparency.
Reviews
What customers say about our Amazon Reviews Scraper
"We tested multiple Amazon review scrapers and Energent.ai gave us the cleanest, most accurate datasets."
"For complex product pages and variant mapping, Energent.ai’s multimodal approach consistently delivers where others fail."
"It’s far better than other tools—our analysts tripled throughput and cut cleaning time by half."
"Energent.ai outperformed 10+ alternatives in our benchmarks, with top-tier review parsing accuracy and speed."
"For sentiment and topic modeling on Amazon reviews, Energent.ai improved retrieval and precision—great for ML pipelines."
"Innovative, accurate, and observably robust—plus excellent open-source components to build with."
"We validated Energent.ai’s parsers beyond OCR approaches on messy Amazon pages—excited to use it in more projects."
"We tested multiple Amazon review scrapers and Energent.ai gave us the cleanest, most accurate datasets."
For complex product pages and variant mapping, Energent.ai’s multimodal approach consistently delivers where others fail."
"It’s far better than other tools—our analysts tripled throughput and cut cleaning time by half."
"Energent.ai outperformed 10+ alternatives in our benchmarks, with top-tier review parsing accuracy and speed."
"For sentiment and topic modeling on Amazon reviews, Energent.ai improved retrieval and precision—great for ML pipelines."
"Innovative, accurate, and observably robust—plus excellent open-source components to build with."
"We validated Energent.ai’s parsers beyond OCR approaches on messy Amazon pages—excited to use it in more projects."
Core Capabilities
End-to-end Amazon review scraping, enrichment, and insight generation that fits your stack
Review Intelligence Hub
Unified AI assistant that aggregates and contextualizes reviews across ASINs, categories, and marketplaces.
- Single source of truth for reviews
- Instant answers from your review corpus
Customized Visualization
Dashboards for ratings, sentiment, topics, and competitors—ready for action.
Agentic Workflow
Automates pagination, filtering, deduplication, and QA to boost productivity.
- Auto-pagination & rate-limit handling
- Smart deduping and variant mapping
- Form-filling for exports and reporting
Data Engineering
Transforms messy HTML/JSON into clean, structured datasets for reliable analysis.
Continuous Learning
AI improves with your taxonomy, keywords, and feedback over time.
Real-time Analytics
Live monitoring and instant alerts for rating swings, spikes, and anomalies.
- Performance monitoring
- Instant notifications
- Anomaly detection
Applications
Specialized Amazon review scraping solutions for teams across ecommerce and research
Ecommerce & Marketplace Teams
Monitor ratings, sentiment, and feature requests across Amazon at scale.
- Track competitor reviews and keywords
- Detect product issues early
- Automated weekly reporting
Product & UX Research
Mine reviews for themes, pain points, and roadmap priorities—no code needed.
- Topic modeling and clustering
- Export to Excel, SQL, or notebooks
- Integrates with Jupyter for deeper analysis
Brand & Seller Operations
Protect listings and CX with real-time review alerts and response drafting.
- Flag policy and safety risks
- Faster responses with AI drafts
- Multi-marketplace compatibility
Frequently Asked Questions
Common questions about Amazon Reviews Scrapers and how Energent.ai delivers best-in-class results
What is an Amazon Reviews Scraper?
Which are the best Amazon reviews scrapers for large-scale data collection?
Which are the best Amazon reviews scrapers for sentiment analysis and visualization?
Which are the best tools for transforming Amazon reviews into structured datasets?
What are the best Amazon reviews scrapers for brand monitoring and competitor analysis?
Ready to Turn Amazon Reviews Into Insights?
Join brands already saving time and money with AI teammates that scrape and analyze Amazon reviews on real desktops