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Amazon Reviews Scraper for UK

Give it Amazon UK ASINs and receive structured product and customer-review records with ratings, text, dates, verification status, and source links.

Data collectionE-commerce & RetailAmazonReviews & Ratings
Developer
YiJacobJohnRaku
Pricing
$0.001 / record
Last updated
2026-10-10

Overview

Amazon customer reviews bring product ratings, detailed buyer feedback, and product context together in one dataset. This App collects public Amazon UK review records for known ASINs, returning each review alongside the product name, brand, overall rating, review rating, public reviewer name, review text, review date, helpful count, verification status, image links, and traceable page links.

The result works as a research-ready review table rather than a page snapshot. Product-level context remains attached to every review, making it easier to compare products, group recurring feedback, and keep the supporting text close to the rating or credibility signals used in an analysis.

Data notes

Data comes from publicly accessible Amazon UK product-review pages. Each record combines the product context visible on the page with one customer review. Product rating and product rating count are displayed marketplace values, while review rating belongs to the individual review. Review date is preserved in Amazon UK's displayed text and does not include a timezone. Verified purchase is returned as text, and review images are returned as a semicolon-separated string when present. Some media-only reviews do not expose a direct review URL, and unavailable, removed, restricted, or signed-in-only reviews are not covered. Reviews visible on the UK marketplace can contain text in languages other than English.

What the results look like

Each record represents one public customer review associated with an Amazon UK product:

ASINProduct nameReview ratingReview titleHelpful countReview date
B00552K0GMLogitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Grey5.0Excellent wireless mouse422 May 2026
B00552K0GMLogitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Grey5.0Small But Mighty5 July 2026

Other fields include Brand, Product rating, Product rating count, Reviewer name, Review content, Review URL, Review images, Verified purchase, Country, Reviews page URL, and Collection message.

Use cases

  • For voice-of-customer analysis, group recurring themes in Review title and Review content, then compare them across Review rating levels.
  • For product reputation comparisons, evaluate Product rating and Product rating count alongside the distribution of Review rating values.
  • For review-credibility checks, combine Verified purchase, Helpful count, Reviewer name, and Review date to segment the feedback used in a study.
  • For evidence-backed reporting, retain Review URL and Reviews page URL so analysts can trace records back to the public pages where they appeared.

Scope and boundaries

Each run accepts 1 to 20 Amazon UK ASINs; an optional start date can limit review recency, and an optional per-product cap accepts values from 1 to 10,000. Only publicly accessible review data is covered.

  • Good for
  • Use it when you need structured public Amazon UK reviews for one or more known ASINs.
  • Use it for product-feedback research, rating comparisons, review-topic analysis, or verified-purchase checks.
  • Do not use for
  • Do not use it to discover products by keyword because it requires known ASINs.
  • Do not use it when complete coverage of deleted, restricted, signed-in-only, or otherwise unavailable reviews is required.

Failure handling

Failure and retry behavior declared by the developer. We recommend including it in your system prompt when integrating.

  1. 1If a run stops before completion, retry the same small ASIN set once; if it stops again, reduce the number of ASINs or the per-product review cap.
  2. 2An empty result can mean an ASIN is invalid, has no publicly visible reviews, or the review page was temporarily unavailable; verify the ASIN and retry later.

Input

Parameters required to call this App, generated from the input.schema in manifest.json.

  • Amazon UK ASINsasinsRequiredarray<string>
    Amazon product identifiers to collect from the UK marketplace, with one 10-character ASIN per item. Enter 1 to 20 ASINs per run.
    Itemsup to 20 itemsExample["B00552K0GM"]
  • Review start datestart_dateOptionalstring
    Collect reviews posted after this date, using YYYY-MM-DD. Omit it to collect without a start-date filter, subject to the per-product review cap when provided.
  • Maximum reviews per productmax_reviews_per_productOptionalinteger
    Maximum number of reviews to collect for each ASIN, from 1 to 10,000. Omit it to collect all reviews available to this App after any start-date filter.
    Range1–10000

Output

Field structure of a single record, generated from the output.schema in manifest.json.

  • ASINasinstring
    Amazon product identifier associated with the review.
    ExampleB00552K0GM
  • Brandbrandstring
    Brand displayed with the product on the reviews page.
    ExampleLogitech
  • Countrycountrystring
    Country label shown for the reviews section.
    Example United Kingdom
  • Review datereview_datestring
    Review date as displayed on Amazon UK.
    Example3 April 2025

Sample data

Generated from output.schema. Fields without a sample value use structural placeholders.

output.example
{
  "asin": "B00552K0GM",
  "brand": "Logitech",
  "country": " United Kingdom",
  "review_date": "3 April 2025",
  "helpful_count": "4",
  "is_verified": "True",
  "reviews_page_url": "https://www.amazon.co.uk/product-reviews/B00552K0GM?sortBy=helpful&reviewerType=all_reviews&filterByStar=all_stars&formatType=all_formats&mediaType=media_reviews_only&pageNumber=1&language=en_US",
  "product_name": "Logitech M185 Wireless Mouse, 2.4GHz with USB Mini Receiver, 12-Month Battery Life, 1000 DPI Optical Tracking, Ambidextrous, Compatible with PC, Mac, Laptop - Grey",
  "product_rating": "4.5 out of 5",
  "product_rating_count": "126,896 global ratings",
  "review_url": "https://www.amazon.co.uk/portal/customer-reviews/srp/-/R2915H9US0DMW0/ref=cm_cr_arp_d_rvw_ttl?ie=UTF8",
  "review_content": "The Logitech M185 Wireless Mouse is a fantastic choice for anyone looking for a compact, reliable, and easy-to-use mouse. It’s lightweight, comfortable, and works flawlessly across multiple devices.Pros:✅ Plug & Play Simplicity – Just plug in the nano USB receiver, and it works instantly. No drivers or setup needed!✅ Excellent Battery Life – Logitech promises 12 months of battery life, and it truly delivers. No constant recharging required!✅ Smooth & Precise Tracking – The 1000 DPI optical senso",
  "review_images": "https://m.media-amazon.com/images/I/51CpXUtNNoL._SY88.jpg",
  "review_rating": "5.0",
  "review_title": "Simple, Reliable & Perfect for Everyday Use!",
  "reviewer_name": "R***",
  "vine_Tag": "Verified Purchase",
  "message": ""
}

Integration

This App can be integrated via MCP, API, SDK, or file export. All channels share the same capabilities and pricing. Every request authenticates with the Authorization: Bearer header using an API key (long-lived, created in the Data Hub Console); MCP clients can also sign in with OAuth, no key required. More options such as CLI and Skill are on the way. This App runs asynchronously and can be canceled midway: After you cancel, the run stops. Records already delivered are kept and billed.

With the MCP (Model Context Protocol), you can call this App directly from AI clients like Claude and Cursor. Pick your client and auth mode, then copy the config below.

Client config

Replace the value after Bearer with your long-lived API key. Works in any client, CI, or headless environment.

mcpServers config
{
  "mcpServers": {
    "octoparse_datahub": {
      "type": "http",
      "url": "https://mcp-v2.octoparse.com?pin=YiJacobJohnRaku/amazon-review-scraper-for-uk",
      "headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
    }
  }
}
View my API Keys →

Let AI set it up for you

Don't want to edit configs by hand? Copy the install prompt and paste it into any AI client. It will complete the setup its own way. (The prompt asks the AI to request your API key from you, so credentials never end up in chat history or shared configs.)

detail.access.mcp.composeHint

Pricing

returned review record

Charged by the number of records successfully returned. Failed runs are not charged.

$0.001/ record

Multiple billing events accumulate independently. See each item for details. Failed runs are not charged.

View credits

Try it now

Fill in the parameters and run. Results come from a real call.

Example
Parameters are validated against input.schema before submission
$0.001 / record