Stamped Reviews Scraper for Shopify stores

Export every Stamped review from any Shopify store. Paste a store URL for the complete review history or a product URL for one product, and get the rating, title, text, photos, author, date, verified-buyer flag and product for each review. Works with classic Stamped.io installs and with the newer theme app extension. No login, no API key, no browser. Download as JSON, CSV or Excel.

How to export Stamped reviews

1. Open the store in your browser and copy its URL (for example https://trakke.co.uk). For a single product, copy the product page URL instead (for example https://hamuq.com/products/the-hamuq-hybrid).
2. Paste it into Start URLs. You can add as many stores and products as you like; each one is scraped in turn.
3. Set Maximum reviews per URL. Use 0 to export the full history.
4. Click Start. When the run finishes, open the Output tab and download the reviews as JSON, CSV, Excel or XML.

What data you get

Field	What it holds
review_id	Stamped.io review id
rating	Star rating, 1 to 5
review_title	Review headline, when the reviewer wrote one
body	Full review text
author	Reviewer name as shown on the store
date, date_utc	Date as Stamped.io reports it, and the same instant as ISO 8601 UTC
verified_buyer	true when Stamped.io shows the Verified Buyer badge
images	Full-size URLs of customer photos
product_name	The reviewed product
platform	Always stamped

Stamped.io rows also carry review videos in videos, the store's reply, helpful votes and the reviewer's country, passed through from the widget feed.

How to tell if a store uses Stamped.io

Stamped.io stores show a review widget with the Stamped star style and a "Verified Buyer" badge. In the page source (right click, View Page Source) search for stamped.io or StampedFn; theme extension installs load widget.min.js?shop= from Stamped. You do not have to check first: if the store runs another review app, the run says which one and links the scraper for it.

Input

Field	Type	Description
startUrls	array, required	Store URLs (trakke.co.uk, https://trakke.co.uk) for every review in the store, or product URLs (https://hamuq.com/products/the-hamuq-hybrid) for that product only.
maxReviews	integer	Stop after this many reviews per URL. Default 100, 0 means no limit.

{
  "startUrls": [{ "url": "https://trakke.co.uk" }],
  "maxReviews": 500
}

Output example

{
  "review_id": "165790117",
  "author": "Eileen W.",
  "rating": 5,
  "review_title": "Strong comfortable bag",
  "body": "Bought this for a holiday in South Africa. It's a strongly made bag and comfortable to wear. I'm 5'4'' and it sits comfortably mid / low chest. I found it could hold a small purse, card wallet, lip salve, sunglasses and a thin hairbrush in...",
  "date": "2026-09-04T13:16:42.727Z",
  "date_utc": "2026-09-04T13:16:42Z",
  "product_name": "Banana Crossbody Bag",
  "verified_buyer": true,
  "images": [
    "https://cdn.stamped.io/uploads/photos/257675_1774517878850_f0b1d179_3102_4fa8_a214_5802d6b0ea67.jpg"
  ],
  "platform": "stamped"
}

Next to these standard fields, every raw Stamped.io field is passed through unchanged, so nothing the widget shows is lost.

Pricing

Pay per result: $1.00 per 1,000 reviews plus a small Actor start fee ($0.0025 per GB of memory, one event per run). Volume users on higher Apify plans pay less per review.

Export	Reviews	Cost
One product	200	about $0.20
A mid-size store	5,000	about $5.00
A large store, full history	50,000	about $50

FAQ

Do I need a Stamped.io account or API key?

No. The scraper reads the same public review feed the store's Stamped.io widget loads for every visitor. You only need the store URL.

Can I export the reviews of one product only?

Yes. Use the product URL (https://store.com/products/handle). Store URLs return every review in the store.

How many reviews can I get?

All of them. Set maxReviews to 0 and give the run enough timeout. Stamped.io serves 100 reviews per request, so a 10,000-review store exports in a couple of minutes.

Why did my run return no reviews?

Usually the store uses a different review app. The status message then names the app it found and links the right scraper. If the store does run Stamped.io and still returns nothing, open an issue on the Issues tab with the store URL.

Can I scrape several stores in one run?

Yes. Add one URL per store or product to Start URLs. Each URL gets its own maxReviews budget.

Is it legal to scrape Stamped reviews?

The scraper only collects reviews that are publicly shown on the store. Reviews include names that customers chose to publish; handle them in line with the privacy rules that apply to you (for example GDPR).

Feedback and support

I actively maintain this scraper. Found a bug or need a field? Open an issue on the Issues tab with the store URL.

Not sure which app a store uses?

The Shopify Review Scraper (Judge.me, Loox, Yotpo, Stamped + more) detects the review app of any Shopify store automatically and returns the same output as this scraper. Use it for a list of stores with mixed review apps.

Scrapers for other Shopify review apps

• Judge Me Review Scraper for Shopify stores
• Loox Review Scraper for Shopify stores
• Yotpo Review Scraper for Shopify stores
• Okendo Review Scraper for Shopify stores
• REVIEWS.io Reviews Scraper for Shopify stores
• Junip Reviews Scraper for Shopify stores

More review scrapers

• TikTok Shop Reviews Scraper: Ratings & Product Data