Amazon Review Scraper
Amazon review scraper — sentiment analysis & competitor monitoring for sellers
Pull thousands of Amazon reviews for any ASIN, cluster the complaints and compliments with AI, and track competitor listings so you know exactly what to fix, launch and say in your copy.
Why teams switch to Leadoraa
AI sentiment clusters
Reviews are grouped into recurring themes — sizing, shipping, durability, packaging — with a positive/negative score for each.
Competitor monitoring
Watch rival ASINs over time. Get alerted when their rating slips or a new complaint theme spikes.
Product research angles
Turn 1–3 star reviews into a feature checklist for your next launch, and 5-star language into ad copy that converts.
How it works
Paste ASINs or a search
Drop in one ASIN, a competitor list, or a keyword search — any Amazon marketplace.
Extract & analyse
Leadoraa pulls review text, rating, date, verified status and variant, then runs sentiment and theme clustering.
Export or act
Download CSV/Excel, or push the insight straight into your Ecommerce Hunt board and outreach campaigns.
Everything included
- Scrape reviews from any ASIN or keyword
- All marketplaces (US, UK, DE, AE, IN, CA)
- Rating, date, verified purchase, variant
- AI sentiment scoring & theme clustering
- Competitor ASIN tracking over time
- 1–3 star complaint breakdown
- CSV / Excel / Google Sheets export
- Works with the Leadoraa Chrome extension
Common questions
Is scraping Amazon reviews legal?+
Leadoraa only collects publicly visible review content — the same text any shopper sees on the listing page. No logins are bypassed and no private customer data is collected.
How many reviews can I pull per product?+
Up to several thousand per ASIN depending on how many Amazon exposes publicly, across all pages and star filters.
Which marketplaces are supported?+
Amazon.com, .co.uk, .de, .ae, .in and .ca out of the box — other domains work through the Universal Scraper.
Can I monitor a competitor continuously?+
Yes. Save an ASIN to a watchlist and Leadoraa re-scans on a schedule, flagging rating drops and new complaint themes.
Operators ship pipeline,
not spreadsheets.
What changes when an AI co-pilot runs prospecting, enrichment, and outreach end-to-end.
More qualified meetings booked per rep, per week
Average email deliverability across warmed inboxes
From keyword to a verified, ready-to-send lead list
Live data sources unified into one clean pipeline
Skip the busywork.
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Spin up your first million verified leads. No credit card, no demo call, no manual lists.
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