Shopify Reviews Scraper (Judge.me, Yotpo, Okendo, Loox)

Scrape product and store reviews from any Shopify store that uses Judge.me, Yotpo, Okendo or Loox. Paste a store domain or product link. The Actor detects the review app from the page and pulls every public review into clean rows: rating, title, text, date, verified buyer, helpful votes, product and store reply. Turn on Insights for a ready summary of complaints, praise, feature requests and lowest-rated products.

Built by Bozoma Labs. Public review widget data only: the same reviews any shopper sees on the store. No login, no browser, fast and cheap.

What you get

Field	Description
store	Store domain
provider	judgeme, yotpo, okendo or loox
scope	store (all reviews) or product
productId, productHandle, productName, productUrl	Product the review is about
reviewId	Review app's ID (used to dedupe)
rating	1 to 5 stars
title	Review title (if the app has one)
text	Review text
reviewerName	Public display name (empty with "Omit reviewer names")
publishedDate	ISO date
verified	Verified buyer flag from the review app
helpfulVotes	Helpful or thumbs-up votes
variant	Product variant (Okendo)
replyText, replyDate	Public store reply (with "Include store replies")
sourceUrl	The URL you entered

The Review Analyzer view exports exactly: Rating, Review text, Title, Published date, Reviewer name, Verified.

No emails, phone numbers or private customer data are collected.

Insights add-on

With insights: true, each URL gets one entry in the INSIGHTS record of the run's key-value store: average rating, star distribution, share of 1 to 2 star reviews, top complaint and praise phrases, feature requests, lowest-rated products and a monthly trend. Computed from the collected reviews with no external AI service.

Input example

{
  "startUrls": ["https://www.pupford.com/", "https://www.ridgewallet.com/products/sakura"],
  "maxReviewsPerTarget": 1000,
  "stars": ["1", "2"],
  "dateFrom": "2026-06-01",
  "insights": true
}

Pricing

Pay per result:

• $1.00 per 1,000 reviews ($0.001 per review)
• $0.05 per URL for the Insights add-on (only if turned on and reviews were found)
• $0.005 per run start

Set a maximum cost per run in Apify and the Actor stops cleanly when it is reached.

Supported apps and limits

App	Store-wide	Single product	Dates	Notes
Judge.me	Yes	Yes	Yes	Includes store and product reviews. Judge.me serves about 1,000 per query, so larger pulls are split by star rating (up to about 5,000 per URL)
Okendo	Yes	Yes	Yes	Includes variant; if the store groups related products, product reviews include the whole group
Yotpo	Yes	Yes	Yes	Some stores only publish part of their reviews to the widget
Loox	Yes	Filtered from store pool	No	Loox's public feed has no review dates and no product filter; product URLs are matched by product name

• If a storefront blocks Apify datacenter IPs, the Actor retries only the storefront page through a residential IP (a few requests per URL). Review data itself comes from the review app APIs without a proxy.
• If a store blocks automated visits entirely, enter its public widget ID directly instead of a URL: okendo:<store id>, yotpo:<app key>, judgeme:<shop>.myshopify.com or loox:<widget id>. These IDs are public and visible in the store's page source.
• If no supported app is found you get a clear note in the run's SUMMARY record and are not charged for reviews.
• If a store has several apps, the Actor picks Judge.me, then Yotpo, Okendo, Loox. Use Review app to force one.
• Stores on other apps (Stamped, Junip, Reviews.io, Klaviyo Reviews) are not supported yet.

Use cases

• Competitor research: what buyers love and hate about rival products
• Product development: mine feature requests and complaints
• Market research across many DTC brands
• Feed reviews into a spreadsheet, BI tool or your own analysis

FAQ

Is this legal? It collects reviews that stores publish for anyone to read, without logging in. You are responsible for how you use the data, including GDPR. Turn on "Omit reviewer names" if you do not need names.

Support: open an issue on the Actor's Issues tab.