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Rastriq / Amazon review data

Amazon reviews as analysis-ready data.

We extract reviews by ASIN from 14 Amazon marketplaces with rating, title, text, date, verified purchase and helpful votes, with no authors or personal data. For product, quality and brand teams that want to analyse the voice of the customer at scale.

Quick answer: Amazon reviews by ASIN from 14 marketplaces with rating, title, text, date, verified purchase and helpful votes, without authors or personal data, plus a public 24-row sample in CSV and JSON. Delivery is by running the actor on Apify or as a licensed dataset in S3, CSV or JSON, weekly or monthly.

14
Marketplaces
24
Sample rows
0
Authors published

Real reviews, with no authors

This is what you receive for each review. The public sample can be downloaded without signing up.

ASINMarketplaceReview countryRatingTitleVerified purchaseHelpful votes
B0BSHF7WHWamazon.comUnited States5This thing is insane.true65
B0BSHF7WHWamazon.comUnited States5Awesome Device Awesome Seller Interactiontrue30
B0BSHF7WHWamazon.comUnited States5Apples products are good but expensivetrue5
B0D1XD1ZV3amazon.comUnited States5Fantastic producttrue0
B0D1XD1ZV3amazon.comUnited States5Great for everyday audiotrue71
B0D1XD1ZV3amazon.comUnited States5Apple AirPodstrue0

Real rows from the Amazon sample (two products). The author name is neither collected nor shown. The full file has 24 rows and also includes the text of each review.

From localized text to fields you can analyse

FieldBefore (as it arrives)After (normalized)
date_raw → review_dateReviewed in the United States on July 22, 20232023-07-22
countrythe United StatesUS
rating55

Real example with the first review in the sample: the date arrives as localized text and is delivered as an ISO date.

Field dictionary for each review

Twelve stable fields per review, with type and description.

FieldTypeDescription
review_idstringReview identifier
asinstringReviewed product
marketplacestringAmazon domain (for example, amazon.com)
countrystringCountry in which the review was posted
ratingintegerStar rating from 1 to 5
titlestringReview title
bodystringReview text
date_rawstringDate as shown by Amazon
verified_purchasebooleanVerified purchase
helpful_votesintegerHelpfulness votes from other shoppers
has_mediabooleanThe review includes photos or video
scraped_atdatetimeCapture date

Real fields from the public sample. Reviews are delivered with no author name or profile.

Coverage: 14 Amazon marketplaces

Coverage is that of the public actor. The number of reviews per product depends on the product and the marketplace; the sample above is only an extract.

Amazon
14 marketplaces
Reviews, ratings and product data by ASIN, with up to 500+ reviews per product according to the public actor. Includes price tracking with alerts.
See actor on Apify →
Public example task
Per-ASIN price tracking
A preconfigured price tracking run for one ASIN, visible on the Apify Store.
See task on Apify →

What Amazon reviews are used for

Product and quality
Classify reviews by defect, complaint or improvement request and follow their evolution after a product change.
Brand and reputation
Follow ratings and recurring topics for your products and competitors' across each marketplace.
Text analytics and models
Feed sentiment and topic classifiers with multilingual reviews and verified-purchase labels.
Pricing and catalogue
Combine ratings with per-ASIN price tracking to understand a product's position.

How you receive the reviews

Monthly or weekly for tracking; a single capture for a one-off analysis.

Apify
Run the actor with your ASINs and marketplaces and download the dataset as JSON or CSV.
Channels: console, API
Licensed dataset
We take your ASIN list, run it on a recurring basis and deliver the normalized table with ISO dates.
Channels: S3, CSV, JSON
Custom project
Topic and sentiment classification in Spanish and English, and joins with your product catalogue.

Frequently asked questions about Amazon review data

Do you include reviewers' names?

No. Rows include no author name, profile or identifier. You receive the rating, text, date, verified purchase and helpful votes, which is enough to analyse the review.

Which Amazon marketplaces can reviews be extracted from?

From 14 marketplaces, according to the public actor listing on the Apify Store. Tell us the countries and ASINs you care about.

How many reviews can be obtained per product?

The public actor supports over 500 reviews per product. The actual number depends on how many reviews Amazon publishes for that ASIN and marketplace.

In which formats does the data arrive?

JSON and CSV from Apify or by API, and recurring delivery into your own S3 bucket. Dates can be delivered in ISO format.

Can the price also be monitored?

Yes. The public actor includes per-ASIN price tracking with alerts. See the price monitoring page to learn how it combines with other sources.

Get a sample of your ASINs

Tell us which products and marketplaces you want to analyse and we will send a sample in the schema you would receive.

  • Sample with your ASINs
  • ISO dates and typed fields
  • No authors or personal data
Could not send. Please use the contact form instead.
Received. Meanwhile, download the real samples at /en/samples/.

Need reviews from another shop?

We assess the source and add it as a custom project.

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