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.
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:
| ASIN | Product name | Review rating | Review title | Helpful count | Review date |
|---|---|---|---|---|---|
| B00552K0GM | 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 | 5.0 | Excellent wireless mouse | 4 | 22 May 2026 |
| B00552K0GM | 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 | 5.0 | Small But Mighty | 5 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 & 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 author. We recommend including it in your system prompt when integrating.
- 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.
- 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.
| Field | Business name | Type | Required | Default | Enum / Constraints | Example | Description |
|---|---|---|---|---|---|---|---|
| asins | Amazon UK ASINs | array<string> | Yes | — | up to 20 items | ["B00552K0GM"] | Amazon product identifiers to collect from the UK marketplace, with one 10-character ASIN per item. Enter 1 to 20 ASINs per run. |
| start_date | Review start date | string | No | — | — | — | 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. |
| max_reviews_per_product | Maximum reviews per product | integer | No | — | 1–10000 | — | 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. |
Output
Field structure of a single record, generated from the output.schema in manifest.json.
| Field | Business name | Type | Example | Description |
|---|---|---|---|---|
| asin | ASIN | string | B00552K0GM | Amazon product identifier associated with the review. |
| brand | Brand | string | Logitech | Brand displayed with the product on the reviews page. |
| country | Country | string | United Kingdom | Country label shown for the reviews section. |
| review_date | Review date | string | 22 May 2026 | Review date as displayed on Amazon UK. |
| helpful_count | Helpful count | string | 4 | Number of helpful votes shown for the review; it may be empty when no count is displayed. |
| is_verified | Verified purchase | string | True | Text-form indicator of whether the review is marked as a verified purchase. |
| reviews_page_url | Reviews page URL | string | https://www.amazon.co.uk/product-reviews/B00552K0GM?sortBy=helpful&reviewerType=all_reviews&filterByStar=all_stars&formatType=all_formats&mediaType=all_contents&pageNumber=1&language=en_US | Amazon UK reviews-page URL from which the record was collected. |
| product_name | Product name | string | 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 title displayed on the reviews page. |
| product_rating | Product rating | string | 4.5 out of 5 | Overall product star rating as displayed on Amazon UK. |
| product_rating_count | Product rating count | string | 125,684 global ratings | Displayed count of ratings for the product, including its original label. |
| review_url | Review URL | string | https://www.amazon.co.uk/portal/customer-reviews/srp/-/R190NFXUGQQN6A/ref=cm_cr_arp_d_rvw_ttl?ie=UTF8 | Direct Amazon UK link for the review when one is exposed; some media-only reviews may leave it empty. |
| review_content | Review content | string | This wireless mouse arrived well packaged, with the USB receiver neatly stored inside the mouse itself. This is really useful if you need to move it between different computers or laptops, although I usually just leave mine plugged into my laptop.The mouse can also be switched off using the slide button underneath, which helps extend the battery life significantly. It feels comfortable to hold and works well on a variety of surfaces. I’ve used it directly on a table, beside the laptop touchpad, and even on top of a magazine resting on my armchair, all with excellent results, making it very versatile.This is actually the second one I’ve bought. The first was for work, where I use it five days a week, and I’ve only had to change the battery once. I also make sure to switch it off before putting it in my bag.Overall, it’s an excellent mouse in terms of style, usability, battery life, and durability. I would definitely recommend it. | Customer-written review body as displayed. |
| review_images | Review images | string | Semicolon-separated customer image URLs; it is empty when no review images are displayed. | |
| review_rating | Review rating | string | 5.0 | Star rating assigned by the reviewer, represented as text. |
| review_title | Review title | string | Excellent wireless mouse | Customer-written title of the review. |
| reviewer_name | Reviewer name | string | Lena B. | Public display name shown with the review. |
| message | Collection message | string | Collection-level message when the source provides one; successful review rows normally leave it empty. |
Record Schema
Output is returned record by record. detail.output.idFieldHint
{
"type": "object",
"properties": {
"asin": {
"type": "string",
"title": "ASIN",
"description": "Amazon product identifier associated with the review.",
"prefill": "B00552K0GM"
},
"brand": {
"type": "string",
"title": "Brand",
"description": "Brand displayed with the product on the reviews page.",
"prefill": "Logitech"
},
"country": {
"type": "string",
"title": "Country",
"description": "Country label shown for the reviews section.",
"prefill": " United Kingdom"
},
"review_date": {
"type": "string",
"title": "Review date",
"description": "Review date as displayed on Amazon UK.",
"prefill": "22 May 2026"
},
"helpful_count": {
"type": "string",
"title": "Helpful count",
"description": "Number of helpful votes shown for the review; it may be empty when no count is displayed.",
"prefill": "4"
},
"is_verified": {
"type": "string",
"title": "Verified purchase",
"description": "Text-form indicator of whether the review is marked as a verified purchase.",
"prefill": "True"
},
"reviews_page_url": {
"type": "string",
"title": "Reviews page URL",
"description": "Amazon UK reviews-page URL from which the record was collected.",
"prefill": "https://www.amazon.co.uk/product-reviews/B00552K0GM?sortBy=helpful&reviewerType=all_reviews&filterByStar=all_stars&formatType=all_formats&mediaType=all_contents&pageNumber=1&language=en_US"
},
"product_name": {
"type": "string",
"title": "Product name",
"description": "Product title displayed on the reviews page.",
"prefill": "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": {
"type": "string",
"title": "Product rating",
"description": "Overall product star rating as displayed on Amazon UK.",
"prefill": "4.5 out of 5"
},
"product_rating_count": {
"type": "string",
"title": "Product rating count",
"description": "Displayed count of ratings for the product, including its original label.",
"prefill": "125,684 global ratings"
},
"review_url": {
"type": "string",
"title": "Review URL",
"description": "Direct Amazon UK link for the review when one is exposed; some media-only reviews may leave it empty.",
"prefill": "https://www.amazon.co.uk/portal/customer-reviews/srp/-/R190NFXUGQQN6A/ref=cm_cr_arp_d_rvw_ttl?ie=UTF8"
},
"review_content": {
"type": "string",
"title": "Review content",
"description": "Customer-written review body as displayed.",
"prefill": "This wireless mouse arrived well packaged, with the USB receiver neatly stored inside the mouse itself. This is really useful if you need to move it between different computers or laptops, although I usually just leave mine plugged into my laptop.The mouse can also be switched off using the slide button underneath, which helps extend the battery life significantly. It feels comfortable to hold and works well on a variety of surfaces. I’ve used it directly on a table, beside the laptop touchpad, and even on top of a magazine resting on my armchair, all with excellent results, making it very versatile.This is actually the second one I’ve bought. The first was for work, where I use it five days a week, and I’ve only had to change the battery once. I also make sure to switch it off before putting it in my bag.Overall, it’s an excellent mouse in terms of style, usability, battery life, and durability. I would definitely recommend it."
},
"review_images": {
"type": "string",
"title": "Review images",
"description": "Semicolon-separated customer image URLs; it is empty when no review images are displayed.",
"prefill": ""
},
"review_rating": {
"type": "string",
"title": "Review rating",
"description": "Star rating assigned by the reviewer, represented as text.",
"prefill": "5.0"
},
"review_title": {
"type": "string",
"title": "Review title",
"description": "Customer-written title of the review.",
"prefill": "Excellent wireless mouse"
},
"reviewer_name": {
"type": "string",
"title": "Reviewer name",
"description": "Public display name shown with the review.",
"prefill": "Lena B."
},
"message": {
"type": "string",
"title": "Collection message",
"description": "Collection-level message when the source provides one; successful review rows normally leave it empty.",
"prefill": ""
}
},
"required": [],
"additionalProperties": false
}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 Open Platform console); MCP clients can also sign in with OAuth, no key required. More options such as CLI and Skill are on the way.
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": {
"YiJacobJohnRaku__amazon-review-scraper-for-uk": {
"type": "http",
"url": "https://mcp-v2.octoparse.com?pin=YiJacobJohnRaku/amazon-review-scraper-for-uk",
"headers": { "Authorization": "Bearer <YOUR_API_KEY>" }
}
}
}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
Charged by the number of records successfully returned. Failed tasks are not charged.
Multiple billing events accumulate independently — see each item for details. Failed tasks are not charged.
Try It Now
Fill in the parameters and run — results come from a real call.