6 best Amazon review scrapers (2026).
Tools that pull Amazon review data out of a product listing — from browser extensions to hosted APIs — and where a no-code analyzer is the faster route.
- Live reviews, not a sample
- Free result before any email
- No account or install
The short answer
An Amazon review scraper extracts review text, ratings, dates and verified-purchase flags from a product listing so the data can be analysed elsewhere. Browser extensions such as the Chrome Web Store scrapers handle one product at a time and export to CSV. Hosted platforms including Apify, Outscraper, Bright Data and ScraperAPI run at scale via API and manage proxies and rate limits. If the goal is findings rather than raw rows, a review analyzer reads the same public reviews and returns themes, sentiment and defect signals directly.
What we compared.
Three things separate these tools in practice: whether you need to write code, whether the tool handles proxies and blocking for you, and whether you get raw data or findings. Everything below is described from each vendor's own public documentation.
1. Indellia Amazon Review Analyzer
No code. Returns findings, not a file. Enter an ASIN and it reads the product's public Amazon reviews, then returns the rating profile, the phrases reviewers repeat, review velocity by month, and recurring defect language weighted toward low-rated reviews. Free, and the result appears before any email is requested.
Use it when you want to understand a product quickly. Use a scraper below when you need the raw rows in your own pipeline.
Run the Amazon Review Analyzer →
2. Apify Amazon Reviews Scraper
Hosted actors, API-first. Apify runs prebuilt scrapers ("actors") on its own infrastructure and returns structured review data including ratings, images and descriptions. Suits teams comfortable with an API and scheduled runs.
3. Bright Data Amazon Reviews Scraper
Enterprise proxy network. Bright Data pairs a scraping API with a large residential proxy pool and advertises a free monthly record allowance. Aimed at high-volume, compliance-conscious extraction.
4. Outscraper
Free tier, no infrastructure. Outscraper offers Amazon review extraction with a free tier and both UI and API access, so a one-off pull does not require a deployment.
5. ScraperAPI
Proxy and rendering layer. ScraperAPI handles rotation, retries and rendering, leaving you to write the request logic. Chosen by teams that already have a pipeline and want the blocking problem solved.
6. Chrome extensions
One product, one CSV. Several Chrome Web Store extensions export the reviews on the page you are viewing. Fast for a single ASIN and free, with no scheduling or API.
Scraper or analyzer?
If the reviews are going into a warehouse, a model, or a BI tool, scrape them. If a person needs to read the answer this afternoon, an analyzer is faster — and for a brand watching its own catalogue continuously, neither is the end state. That is what a feedback platform does: ingest every channel, link each review to the SKU it is about, and alert when something changes.
Frequently asked questions.
Is scraping Amazon reviews legal?
Reading publicly visible review text is generally permitted, but Amazon's terms restrict automated access to its site, and rules differ by jurisdiction. Most teams use a provider that handles compliance and rate limiting rather than scraping directly. Check your own legal position before running anything at scale.
What is the difference between a scraper and a review analyzer?
A scraper extracts raw review data and hands you a CSV or JSON file. An analyzer reads the reviews and returns findings — themes, sentiment, defect signals. Scrapers give you data; analyzers give you answers. Indellia's free Amazon Review Analyzer does both: it reads the reviews and returns the analysis without an export step.
Can I get Amazon reviews without writing code?
Yes. Browser extensions export a single product's reviews to CSV, and hosted analyzers return findings directly from an ASIN. Code is only needed when you want a scheduled pipeline across many products.