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Amazon Review Scraper for UK to CSV logo

Amazon Review Scraper for UK to CSV

This Amazon review scraper for UK exports Amazon.co.uk review rows into a structured CSV for product research, voice-of-customer analysis, and ecommerce monitoring. Import the workflow into the UScraper local desktop app, update the ASIN or review URLs, and collect ratings, reviewer names, review titles, review text, dates, helpful votes, verification flags, image links, and source review URLs without writing a custom scraper.

Output

CSV file

Fields

17

Pages

1-10

Waits

Built in

Template

Free

What it does

Scrape Amazon UK reviews into a structured export

Amazon review pages can vary by product, region, consent state, and anti-bot response. This Amazon review extractor is built as a best-effort workflow: it warms up Amazon.co.uk, handles the cookie prompt when it appears, sets locale-related cookies, opens a product detail page, scrolls to the review area, and checks whether review rows are visible before exporting.

If the product page exposes reviews, Structured Export captures those rows first. The workflow then navigates through configured product-reviews URLs for the same ASIN, waits, checks for review cards, exports accessible rows, and continues the loop. If Amazon redirects to sign-in, CAPTCHA, or a blocked response, the run may produce fewer rows instead of pretending every page is available.

Review text with product context

Export review content alongside ASIN, brand, product name, aggregate star text, rating count, individual review rating, and source page URL.

Product-page fallback plus pagination

The workflow first reads embedded product-page reviews, then attempts Amazon UK review pages 1 through 10 to collect more rows when access allows.

Local desktop execution

The stock template saves the CSV to your configured folder and does not send review exports through a hosted scraping actor.

Audit-friendly columns

Review URLs, image URLs, country text, helpful counts, verified purchase badges, and Vine tags make downstream QA easier.

Who this is for

Use cases for Amazon UK review exports

Marketplace sellers

Product research

Favorable to scraping

Collect review themes for approved ASINs, then compare complaints, star ratings, verified purchase signals, and helpful vote patterns before changing product copy or sourcing decisions.

Brand teams

Voice of customer

Favorable to scraping

Export Amazon reviews into a spreadsheet for tagging defects, feature requests, delivery issues, packaging feedback, and sentiment trends.

Agencies

Competitive monitoring

Nuanced outcome

Build repeatable CSV snapshots for client-approved products while keeping legal review, platform policy, and quote reuse decisions separate from collection.

For broader ecommerce research, pair this workflow with the Amazon Product Scraper, Amazon Top Lists Scraper, and Best Buy Reviews Scraper. You can also browse the UScraper template library for marketplace, review, and product-listing workflows.


How to use

Configure the Amazon review scraper workflow

1

Download and import

Download the hosted JSON template, then import it into UScraper.

2

Set your product or review URLs

Replace the sample ASIN B00284AO0C in the Navigate blocks with the Amazon UK product you are allowed to review. Keep review page URLs consistent with the same ASIN.

3

Confirm waits and the export path

Keep the page-load waits, scroll, and review-row checks in place, then choose the save folder for amazon-review-scraper-for-uk.csv.

4

Run the fallback and pagination loop

UScraper opens Amazon.co.uk, handles the cookie path, loads the product page, scrolls to reviews, exports visible rows, then loops through review pageNumber URLs.

5

Open and audit the CSV

Spot-check review URLs, ratings, reviewer names, dates, blank fields, and duplicate review IDs before using the export in dashboards or text-analysis tools.

Output preview

Amazon reviews CSV fields

The export keeps product-level context on every row so you can filter by ASIN, join rows with catalog data, and audit the source review later. Fields may be blank when Amazon hides a value, changes a layout, or returns a challenge page instead of review markup.

page_urlasinproduct_namereview_ratingreviewer_namereview_titledateis_verified
https://www.amazon.co.uk/product-reviews/B00284AO0C?pageNumber=1B00284AO0CSample stainless steel kettle5A. MorganReliable daily kettle12 May 2026True
https://www.amazon.co.uk/product-reviews/B00284AO0C?pageNumber=2B00284AO0CSample stainless steel kettle3KitchenBuyerWorks, but louder than expected28 April 2026True
https://www.amazon.co.uk/dp/B00284AO0CB00284AO0CSample stainless steel kettle4Verified shopperGood value for the price7 March 2026False
amazon-review-scraper-for-uk.csv
CSV - UTF-8 - Append

Column

page_url

The Amazon UK page that produced the review row.

Column

asin

Product ASIN parsed from the product or review URL.

Column

brand

Brand text from the product page when Amazon exposes it.

Column

product_name

Product title from product metadata, review links, or document title fallback.

Column

product_stars

Aggregate product rating text when visible.

Column

rating_count

Visible product review count or rating count text.

Column

review_rating

Individual review star rating parsed into a numeric value where possible.

Column

reviewer_name

Reviewer display name from the review row.

Column

review_title

Review headline cleaned of duplicate star-rating text.

Column

review_content

Full review body text cleaned into one CSV cell.

Column

review_url

Direct review URL when available, or an ID-based customer review fallback.

Column

review_images

Semicolon-separated review image URLs from visible review media.

Column

is_verified

True when a verified purchase badge is present on the row.

Column

helpful_count

Helpful vote count parsed from the review row.

Column

date

Review date text, usually cleaned after the word on.

Column

country

Country text parsed from the review date line.

Column

vine_tag

Vine or badge text when present.

Headers included - product-page fallback rows and review-page loop rows append into one file

Frequently asked questions

Amazon reviews may be publicly visible, but automated collection can still be restricted by Amazon terms, robots directives, copyright, privacy law, marketplace policies, and local regulations. Keep runs modest, do not bypass CAPTCHA or access controls, and get legal review before commercial reuse.

Before you run

Practical limits and maintenance notes

Guardrails for reliable Amazon review exports

Rate limits

Amazon may throttle, challenge, or redirect automation

Use modest batches, avoid parallel runs against the same ASIN, and increase waits when pages load slowly. Do not try to bypass CAPTCHA, sign-in walls, or access controls.

Selector drift

Review layouts and badges change over time

Empty exports, missing ratings, or broken review URLs usually mean Amazon returned a different page state or changed markup. Re-test the row selectors before relying on a scheduled run.

Compliance

Review text can carry legal and privacy obligations

Treat the CSV as a research export. Review Amazon policies, robots directives, API alternatives, copyright rules, and applicable data protection law before republishing or reselling review data.

Download the template, install the local desktop app from UScraper download, and use this workflow when you need to export Amazon UK reviews into a structured CSV for approved product research.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

Open-source templates

UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

Contribute on GitHub

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