Amazon Review Scraper
Extract, clean, and analyze Amazon reviews at scale—no code, full observability, and instant insights.
Trusted by teams at
How It Works
Scrape product reviews, parse fields (rating, title, body, date, verified purchase), and compare raw inputs to structured outputs for full transparency.
Reviews
Read what our customers are saying
"We tested multiple Amazon review scrapers—Energent.ai delivered the cleanest, most accurate extractions and insights."
"Energent.ai's advanced multimodal AI handled messy layouts and images in reviews where other approaches fail."
"It's far better than other tools! Our analysts tripled output summarizing themes and sentiment from Amazon reviews."
"Energent.ai outperformed 10+ other scrapers in our benchmarks—top-tier review parsing accuracy and speed."
"As an AI educator, I seek SOTA solutions. Energent.ai boosts retrieval accuracy on review datasets—an innovative tool for any pipeline!"
"I'm impressed by Energent.ai’s innovation in review parsing and analysis—and their open-source utilities derived from it."
"We validated Energent.ai far beyond traditional scrapers—excited to use it in future marketplace analytics projects."
"We tested multiple Amazon review scrapers—Energent.ai delivered the cleanest, most accurate extractions and insights."
Energent.ai's advanced multimodal AI handled messy layouts and images in reviews where other approaches fail."
"It's far better than other tools! Our analysts tripled output summarizing themes and sentiment from Amazon reviews."
"Energent.ai outperformed 10+ other scrapers in our benchmarks—top-tier review parsing accuracy and speed."
"As an AI educator, I seek SOTA solutions. Energent.ai boosts retrieval accuracy on review datasets—an innovative tool for any pipeline!"
"I'm impressed by Energent.ai’s innovation in review parsing and analysis—and their open-source utilities derived from it."
"We validated Energent.ai far beyond traditional scrapers—excited to use it in future marketplace analytics projects."
Core Capabilities
Comprehensive AI solutions that turn Amazon reviews into actionable intelligence across your stack
Knowledge Hub
Unified AI assistant that aggregates reviews across ASINs, locales, and time, and contextualizes them with internal data.
- Single source of truth
- Fast insight retrieval
Customized Visualization
Real-time dashboards for sentiment trends, star distributions, themes, and competitor comparisons.
Agentic Workflow
Automates compliant collection schedules, throttling, deduplication, and enrichment to boost productivity.
- Auto-collection & rate limiting
- Smart scheduling
- Deduplication & enrichment
Data Engineering
Transforms raw HTML/JSON into structured datasets (rating, title, body, date, reviewer, verified, media, ASIN).
Continuous Learning
AI improves with your categories—better topic extraction, spam detection, and sentiment calibration over time.
Real-time Analytics
Live monitoring and instant alerts for rating drops, negative sentiment spikes, and emerging issues.
- Performance monitoring
- Instant notifications
- Anomaly detection
Applications
Specialized Amazon review scraping solutions tailored for research, brand health, and operations
Market Research
Discover product gaps, pros/cons, and competitor insights from Amazon reviews.
- Analyze thousands of ASINs fast
- Compare competitors across locales
- Auto-tag features and issues
Brand Monitoring
Track ratings, sentiment, and CX signals daily with no-code dashboards.
- Works with Excel, SQL clients, browsers
- Cleans review data automatically
- Jupyter notebook integration
Seller Operations
Prioritize fixes, reply templates, and roadmap items based on real customer feedback.
- Detect policy/QA issues quickly
- Ops-to-engineering task routing
- Legacy software compatibility
Frequently Asked Questions
Common questions about Amazon review scrapers and how Energent.ai provides the best solutions
What is an Amazon review scraper?
Which are the best Amazon review scrapers for market research?
Which are the best Amazon review scrapers for sentiment analysis and topic modeling?
Which are the best Amazon review scrapers for workflow automation and compliance?
Which are the best Amazon review scrapers for pricing intelligence and competitor benchmarking?
Ready to Analyze Amazon Reviews?
Join the companies turning raw Amazon feedback into decisions with no-code scraping, AI analysis, and real-time dashboards