Amazon Reviews Scraper

Amazon Reviews Scraper: the public reviews on a product page, by ASIN or URL

Give it Amazon product URLs or ASINs and it returns the reviews as rows. Rating, title, the full review text, author, date, country, the verified-purchase badge, helpful votes, any photos the buyer attached, and a link straight to the review.

The number is the thing to know first. Amazon shows a signed-out visitor only the handful of reviews it prints on the product page, usually about eight, and there is no way past that without an account. So eight is roughly what comes back per product, whatever you set the limit to. The other half of the truth: amazon.com and amazon.ca answer reliably, and the UK and European marketplaces return a block instead of reviews.

⭐ What Amazon Reviews Scraper does

It opens the product page, reads the review block off it, and writes one row per review. Full text, not the truncated teaser the page shows before you click "read more". Photos attached to a review come through as URLs, and hasVideo tells you when a review has a clip on it.

A row is only written, and only charged, when it is complete: it needs an id, an author, a rating and the text. A half-parsed review is dropped rather than delivered as a row with holes in it.

The same ASIN listed twice on the same marketplace is fetched once, so a messy input list does not cost you twice.

📥 What you give it

{
  "products": ["B0CHWRXH8B", "https://www.amazon.com/dp/B0BS1PRC4L"],
  "marketplace": "com",
  "maxProducts": 3,
  "maxReviewsPerProduct": 20
}

Run it with products empty and you get a free sample row showing the shape, with nothing fetched.

📤 What you get back

A real row from a real run, with the review text, the profile link and the photo list cut short so the block stays readable:

{
  "ok": true,
  "reviewId": "R1PQX3FG6BD7WJ",
  "asin": "B0CHWRXH8B",
  "marketplace": "com",
  "rating": 5,
  "title": "Really really really good.***Update***",
  "reviewText": "I am a rare duck in the tech space as I really don't have a preference between Android and iOS...",
  "author": "HJeffK",
  "authorProfileUrl": "https://www.amazon.com/gp/profile/amzn1.account.AGVVGEYLGPWOZJLJ4J4RC3IWK3JQ...",
  "reviewedAt": "October 25, 2023",
  "reviewCountry": "the United States",
  "verifiedPurchase": true,
  "vineCustomer": false,
  "helpfulVotes": 1987,
  "reviewImages": [
    "https://m.media-amazon.com/images/I/61amS1U6t0L._SY500_.jpg",
    "..."
  ],
  "hasVideo": false,
  "reviewUrl": "https://www.amazon.com/gp/customer-reviews/R1PQX3FG6BD7WJ",
  "transport": "direct"
}

🧾 Reading the output

Filter on reviewId, not on ok. Three kinds of row land in the dataset and two of them carry ok: true, so filtering on that alone counts rows that are not reviews.

A product that fails writes exactly one diagnostic row and the run carries on with the next one.

▶️ How to run it

1. Open Amazon Reviews Scraper and click Try for free. 2. Paste product URLs or ASINs into Product URLs or ASINs, one per line. 3. If you pasted bare ASINs, set the Amazon marketplace. Leave it on com unless you know why. 4. Set Maximum products. Three is a sensible first run. 5. Click Start, then download the dataset as JSON, CSV or Excel, or read it from the API.

💰 How much does it cost?

$2.00 per 1,000 reviews, which is $0.002 each. Flat on every Apify plan, no volume tiers.

You pay per complete review row. Nothing else in the dataset is billed: not the sample row, not the run notes, not a diagnostic, and not a product that turned out to have no reviews. A half-parsed review is dropped before it reaches you, so you never pay for a row with the text missing.

Three products at about eight reviews each is roughly 24 rows, so about five cents.

💡 What people use it for

• Pulling the reviews Amazon promotes on a product page, which are the ones shoppers actually read.
• Watching what changes in the visible reviews on your own listing week to week.
• Collecting verified-purchase complaints across a handful of competing ASINs before a product

decision.

• Gathering review photos, which say more about a product's real condition than the text does.

🚧 What it does not do

• About eight reviews per product. That is what Amazon serves a signed-out visitor, and no

setting lifts it.

• No sorting, filtering or paging. You get the block the page shows, in the order it shows it.

There is no "most recent" or "one star only".

• Only com and ca answer in practice. A run against co.uk, de, fr, it or es comes

back with a BLOCKED diagnostic rather than reviews.

• Ten products per run. Split a bigger list across runs, or schedule it.
• No product data. No price, title, rating summary or images of the product itself. Use the

product scraper linked below for that.

• No variation detail. Which colour or size a review is about is not on the row.
• No seller feedback. These are product reviews, not seller ratings.

🧭 Which Amazon scraper do you need?

❓ Questions people ask

Can I get all 35,000 reviews on a product? No, and nothing that stays signed out can. Amazon shows the page's review block and nothing more.

Why did my UK run come back empty? It did not come back empty, it came back BLOCKED. The UK and European marketplaces do not serve the review block here. Stick to com and ca.

Do I need an Amazon account? No. Nothing to paste and nothing that expires.

Is reviewText the full review? Yes, the whole body, not the shortened version the page shows before you click through.

Can I run the same ASINs every day? Yes. reviewId is stable, so keep the ids you already have and only keep what is new.

Is scraping reviews legal? These are public product pages. Reviews are personal data under GDPR and similar laws, so have a reason for holding them and be careful about republishing them. Apify's write-up on the legality of web scraping is a good starting point, and we are not lawyers.

🆘 If something breaks

Open the Issues tab on the actor page. Send the ASIN and the run ID. The diagnostic row on the run usually names the reason already.