Amazon Reviews Scraper: Rating Drops & New 1-Star Reviews

Amazon Reviews Scraper - Watch your products and your rivals': every run shows rating and review-count changes and any new low-star review on the product page.

What does Amazon Reviews Scraper do?

It works without an Amazon account - Amazon now asks for a sign-in to open the full review pages that classic review scrapers depend on, which is why they fail - and it reports what changed since your last run: rating moves, new reviews, new 1-2 star reviews.

• Rating and review count with the change since your last run
• Star distribution in percent
• New featured reviews and new 1-2 star reviews flagged
• Review stars, title, date, verified badge, text and helpful votes
• No Amazon account, no reviewer names collected

Why this Amazon Reviews Scraper?

Amazon now requires a sign-in for full review pages, so they fail or need cookies. This Amazon Reviews Scraper checks every run and tells you plainly when a page could not be read, instead of returning empty or wrong rows.

Data you get from Amazon Reviews Scraper

Every result is one flat row with these fields (values from a real run):

Field	Example
asin	B0BSHF7WHW
marketplace	us
url	https://www.amazon.com/dp/B0BSHF7WHW
status	tracked
title	Apple 2023 MacBook Pro Laptop with Apple M2 Pro chip with 12...
rating	4.7
ratingChange	0
reviewCount	384
reviewCountChange	0
starShares	{"5star": 88, "4star": 6, "3star": 3, "2star": 0, "1star": 3...
newFeaturedReviews	0
lowStarNewReviews	0
featuredReviews	[{"reviewId": "RCA7TI5EBH5VK", "stars": 5, "title": "This th...
checkedAt	2026-10-17T10:21:37+00:00

How to use Amazon Reviews Scraper

1. Press Start - the form already holds an example that works.
2. Put in your own input (see the fields on the Input tab).
3. Run it once, or put it on an Apify Schedule to get fresh rows every day.
4. Download the results as JSON, CSV or Excel, or send them to Google Sheets, Zapier, Make, the Apify API or an AI agent (Apify MCP server).

Input example

{
  "products": [
    "https://www.amazon.com/dp/B0BSHF7WHW"
  ],
  "marketplace": "us",
  "maxItems": 1,
  "useApifyProxy": true
}

Output example (a real run)

[
  {
    "asin": "B0BSHF7WHW",
    "marketplace": "us",
    "url": "https://www.amazon.com/dp/B0BSHF7WHW",
    "status": "tracked",
    "title": "Apple 2023 MacBook Pro Laptop with Apple M2 Pro chip with 12‑core CPU and 19‑core GPU: 16.2-inch Liquid Retina XDR Display, 16GB Unified Memory, 1TB SSD Storage. Works with iPhone/iPad; Space Gray",
    "rating": 4.7,
    "ratingChange": 0,
    "reviewCount": 384,
    "reviewCountChange": 0,
    "starShares": {
      "5star": 88,
      "4star": 6,
      "3star": 3,
      "2star": 0,
      "1star": 3
    },
    "newFeaturedReviews": 0,
    "lowStarNewReviews": 0,
    "featuredReviews": [
      {
        "reviewId": "RCA7TI5EBH5VK",
        "stars": 5,
        "title": "This thing is insane.",
        "date": "Reviewed in the United States on July 22, 2023",
        "verified": true,
        "text": "I upgraded from the $3,499 i9 Intel MacBook Pro from 2019, and this laptop seriously blows that away. The keyboard is amazing and so much better, the screen is amazing, I love the refresh rate, the responsiveness of jumping between pages and apps is so ridiculously fast, the trackpad and speakers are still just amazing, and the battery life on this is mind-blowing. Seriously, 10/10, absolutely recommend this to anyone, this thing is insane. I put it in my backpack for 9 days, and 9 days later it was still at 54%, even though it was powered on the entire time. I literally got a FaceTime call on my iPhone and my MacBook rang in my backpack at the same time on day 9. Get this MacBook if you need power and battery life, nothing will beat this.",
        "helpful": 65,
        "isNew": false
      },
      {
        "reviewId": "R3BYG42XN8H12V",
        "stars": 5,
        "title": "Awesome Device Awesome Seller Interaction",
        "date": "Reviewed in the United States on March 14, 2023",
        "verified": true,
        "text": "Don't get me wrong this laptop is great and even that is an understatement, but for me it just ain't what I need. I am a die hard Windows User and Android oriented never really been a big fan of Apple since I had an iPhone 7 thar took a dump when I needed it. Overall my experience with Apple have been fair over the years but this was just horrendous I literally could not figure out MacOS to save my life it is horrible. I have an iPad and I'd much rather use that it has the M1 Chip in it and it competes neck and neck with this laptop. If you're an apple fan this is probably the best laptop you

One flat row per result.

How much does Amazon Reviews Scraper cost?

You pay only per result (pay per event) - no monthly fee, no minimum, and the price per result is lower on Apify's Bronze, Silver and Gold plans. The exact price is on the Pricing tab. Apify's free plan credit is enough to try it on real input.

You want	What you pay for
A quick test with the example	a few results
A daily scheduled run	only the rows that run returns
A big one-off export	the results delivered - set a maximum in the input

Also searched as

• amazon review monitor
• amazon rating tracker
• amazon product reviews
• amazon review alerts
• amazon seller monitor

FAQ

Does Amazon Reviews Scraper need a login, cookies or an API key? No. It reads public pages only.

Can I run Amazon Reviews Scraper on a schedule? Yes - with Apify Schedules; each run returns fresh rows.

Can I call it from Python, JavaScript or an AI agent? Yes - through the Apify API, the Apify client libraries or the Apify MCP server.

Is it legal? It collects only data anyone can see without logging in. You are responsible for using it within the source site's terms and data protection law (GDPR, CCPA).

What if the site blocks a request? The run retries from a fresh connection and, if it still cannot read the page, stops with a clear message - never with made-up rows.

Do I need proxies? No setup needed - Amazon Reviews Scraper uses Apify Proxy by default where the site needs it.

Troubleshooting

• No results: check the input (a public URL or a search term that returns results in a normal browser), then try the example input once.
• Fewer results than expected: raise the maximum in the input; some sites show only a part of their data without logging in, and Amazon Reviews Scraper never logs in.
• The run stopped with a message: the message says what the site answered; run it again later or with fewer items.

Your feedback

Missing a field, found a bug, or need another site? Open an issue on the Issues tab - issues are answered and fixed. If Amazon Reviews Scraper saved you time, a short review on this page helps others find it.

Data source: www.amazon.com

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