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Amazon Reviews Scraper

Extract 21 data points from any Amazon product listing — review text, ratings, author details, Vine badges, and more

Download sample
users6 users
runs0 runs

Trusted worldwide by the best

Export reviews from Amazon — right now

Extract

Scrape any Amazon product by URL or ASIN: 21 fields including ratings, review text, verified purchase status, Vine badges & helpful votes.

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Schedule

Run daily, weekly, or monthly to keep profile metrics and metadata up to date.

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Export

Export all Reel data to Google Sheets, email, or S3 — fully automated.

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Built for Agents

Run it from your stack.
Or hand it to your agent.

Amazon Reviews Scraper ships with a Python SDK, a one-line CLI and a native MCP server your agents can plug into directly — no rate limits to dodge, no bot mitigation to bypass, no parsing errors to chase down.

Read the docs
Get your API key
# install once (Python 3.10+)
pip install lobstrio

# check your token
lobstr whoami

# find the scraper
lobstr crawlers search "Amazon"

# one call — launch, wait, download
lobstr go amazon-reviews-scraper \
  "<any Amazon URL>" \
  --param max_results=200 \
  -o results.csv

21 data attributes per review

Every scrape returns structured data you can export as CSV, JSON, or via API.

Review Id

Unique identifier for the Amazon customer review

R20VZPJE39ZA0O
Export Reviews
Review Url

Direct URL to the review on Amazon

https://www.amazon.com/gp/customer-reviews…
Export Reviews
Product Url

Amazon product page URL

https://www.amazon.com/dp/B0D3V4T7K1
Export Reviews
asin

Amazon Standard Identification Number (ASIN) for the product

B0D3V4T7K1
Export Reviews
Review Title

Title or headline of the customer review

1.0 out of 5 stars Disappointing Read
Export Reviews
Review Text

Full text content of the customer review

It reads like AI wrote it. Sort paragraphs and the usage of bullet points is excessive. The book has minimal ideas repeated over and over again. It felt like a weird read so I tried to look up the author and other works and could not find much of anything about the author. There is only one blurry photo and no social media. Very disappointing.
Export Reviews
Review Rating

Star rating given by the reviewer (1 to 5)

1
Export Reviews
Review Date

Review date as displayed on Amazon (e.g. Reviewed in the United States on January 26, 2026)

Reviewed in the United States on January 26, 2026
Export Reviews
Review Date Raw

Review publication date in ISO 8601 format

Jan 26, 2026
Export Reviews
Review Verified

Whether the reviewer purchased the product on Amazon (Verified Purchase)

True
Export Reviews
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Fast

100 reviews per minute
Lightning-fast performance

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Solid

99.95% task success rate
Dependable, reliable data every time

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Cost-competitive

$0.5 per 1000 reviews
Top affordability worldwide

Paused

Temporarily paused.

This scraper hit a technical issue and we've taken it offline. We don't ship broken tools — it's coming back once it's fixed.

—

last 90 days

90 days agoToday
Paused
How we measure →

We pause scrapers that don't meet our reliability bar. No hourly runs while paused — that's why there's no data to show.

Simulator plan

Trusted by the best

Used obsessively by the data-hungry around the world

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Frequently Asked Questions

Is it legal to scrape Amazon reviews?

Yes — it's entirely legal to scrape publicly accessible data. We only collect what users choose to show publicly. For more details, see our guide on the legality of web scraping.

Do I need an Amazon account to use this scraper?

Yes — Amazon requires a logged-in session to display more than 8–12 reviews on a listing. That's why you need to sync your account to collect more reviews.

What data do you extract from each review?

A lot. 21 data points per review, including: author name, author avatar, author profile URL, review date, review title, review body, star rating, verified purchase status, Vine badge, review images, helpful vote count, product variant, country, review URL, and product-level stats.

How many reviews can I scrape and how fast is it?

Up to 500 reviews per listing — 100 per star rating. Amazon only shows 100 per star rating, that's why the scraper only collects 500 total. Speed? ~100 reviews per minute.

Why am I getting fewer reviews than expected?

Amazon limits review visibility based on the account session. New accounts or flagged accounts won't surface the full review set. That's an Amazon-side restriction, not a scraper limitation.

Can I scrape reviews from multiple products at once?

Absolutely. Drop all your Amazon product URLs into the task list, or upload a file with thousands of listings. The scraper will work through every single one.

Does the scraper capture Amazon Vine reviews?

Yes! The is_amazon_vine field flags Vine reviews on every row. Filter them in, filter them out — whatever your analysis needs. No extra setup required.

Can I schedule automatic scrapes to monitor new reviews?

Yes! Set it up once and let it run on autopilot — daily, weekly, or monthly. Perfect for tracking product sentiment, monitoring competitors, or keeping your review dataset fresh without lifting a finger.

Does it capture review images and helpful votes?

Yes to both. If a reviewer attached images, they show up in the review_images array. And review_helpful_count gives you the number of "helpful" votes each review received.

Can I tell which product variant was reviewed?

Yup. The review_format field captures the exact variant the reviewer purchased — color, size, style, whatever Amazon shows. Useful for breaking down sentiment by SKU.

Ready to get started?

Export your first reviews for free.

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