# Amazon Top Reviews Scraper (`mambalabs/amazon-top-reviews-scraper`) Actor

Top Amazon reviews from product pages on 8 marketplaces outside the US: UK, Germany, France, Italy, Spain, Canada, Japan, and India. Each product returns its rating summary and about 13 top reviews as flat rows. No login, no key.

- **URL**: https://apify.com/mambalabs/amazon-top-reviews-scraper.md
- **Developed by:** [Mamba Labs](https://apify.com/mambalabs) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Features:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $25.50 / 1,000 product reads

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Amazon Top Reviews Scraper

Give ASINs or Amazon product URLs on 8 marketplaces outside the US. You get one row per product with the average rating, ratings count, and 5 to 1 star split, and one flat row per top review the product page shows: about 8 from the marketplace country and up to 5 from other countries. Mamba Labs pays the platform costs.

### Features

- **8 marketplaces.** amazon.co.uk, amazon.de, amazon.fr, amazon.it, amazon.es, amazon.ca, amazon.co.jp, and amazon.in. A URL sets its own marketplace.
- **About 13 reviews per product.** In a 28 product test run, every product returned 13 reviews, 325 in all: 8 from the marketplace country and up to 5 from other countries, which can include the United States.
- **Full review text.** Date, stars, title, full text, language, variant bought, verified purchase, helpful votes, and image count.
- **Rating summary.** Average rating, global ratings count, and the share of each star level.
- **Reviewer names off by default.** Turn on Include reviewer names to add the public display name.
- **Blocks are free.** A page Amazon refuses gives a free `blocked` row.

### How the data is read

The actor reads Amazon's public desktop product page, the page a logged out visitor sees, through Apify residential addresses in the marketplace country. No Amazon account, no login, no key, and no other developer's actor. It does not open the review pages that need a sign in. A refused page is not retried.

### Input

| Field | Type | Default | What it does |
|---|---|---|---|
| `products` | array |  | ASINs or Amazon product URLs. A URL sets its own marketplace; an ASIN uses Marketplace below. From Clay, put the column inside a one item list. |
| `marketplace` | string | `amazon.co.uk` | Marketplace for ASINs given without a URL. amazon.co.uk (default), amazon.de, amazon.fr, amazon.it, amazon.es, amazon.ca, amazon.co.jp, or amazon.in. amazon.com is not supported: its logged out pages show no reviews. |
| `include_other_countries` | string | `yes` | yes (default) or no. The page also shows about 3 to 5 top reviews from other countries, which can include the United States. No keeps only the marketplace's own country. |
| `include_reviewer_names` | string | `no` | no (default) or yes. Yes adds the public display name Amazon shows on each review. |
| `max_charge_usd` | string |  | Optional. The run stops before a charge that would pass this amount. Summary rows are always returned. |

Give at least one ASIN or URL. Up to 500 products per run. A value that is not an ASIN or a product URL on a supported marketplace gets its own free row and the rest still run.

### Output

| Field | Type | What it holds |
|---|---|---|
| `row_type` | string | One of: product, review, run_summary. run_summary is the one free row written when the input is refused. |
| `input` | string | The ASIN or URL you gave. |
| `marketplace` | string | The Amazon store read. |
| `asin` | string | The product's Amazon ID. |
| `product_url` | string | Link to the product page read. |
| `http_status` | integer | Status of the product page answer. |
| `title` | string | Product title on the page. |
| `rating` | number | Average rating out of 5, product rows. |
| `ratings_count` | integer | Global ratings count, product rows. |
| `star_5_pct` | integer | Share of 5 star ratings, product rows. |
| `star_4_pct` | integer | Share of 4 star ratings, product rows. |
| `star_3_pct` | integer | Share of 3 star ratings, product rows. |
| `star_2_pct` | integer | Share of 2 star ratings, product rows. |
| `star_1_pct` | integer | Share of 1 star ratings, product rows. |
| `local_reviews` | integer | Review rows from the marketplace's own country, product rows. |
| `other_country_reviews` | integer | Review rows from other countries, product rows. |
| `review_id` | string | Amazon's review ID, review rows. |
| `review_section` | string | local (top reviews from the marketplace country) or other_countries. |
| `review_country` | string | Country the review was written in, as the page states it. |
| `review_date` | string | Review date, YYYY-MM-DD. |
| `review_date_text` | string | The date line exactly as the page shows it. |
| `review_rating` | number | Stars given, 1 to 5. |
| `review_title` | string | Review headline. |
| `review_text` | string | Full review text, paragraphs as line breaks. |
| `review_language` | string | Language tag of the review text, as the page marks it. |
| `variant` | string | The product option the reviewer bought, when shown. |
| `verified_purchase` | boolean | True when Amazon marks the review Verified Purchase. |
| `helpful_votes` | integer | People who found the review helpful. |
| `image_count` | integer | Images attached to the review. |
| `reviewer_name` | string | Public display name, only with Include reviewer names on. |
| `review_url` | string | Link to the review on Amazon. |
| `row_status` | string | ok, or why this row carries no data: no_results, no_change, partial, blocked, or error. |
| `error_reason` | string | Why the row is not ok. A refused input reads input_invalid: followed by what to fix. |
| `billable_events_json` | string | What this row was billed as, for example {"product-read":1}. {} means free. |
| `scraped_at` | string | When the row was written, UTC. |

Each product gives one `product` row first, then one `review` row per review. Review rows repeat the ASIN and product title so they stand alone in a table.

### Pricing

Pay per event. You pay for each product page read, a small amount for an ASIN Amazon reports as not on that marketplace, and the run start. Review rows, blocked products, and a refused input are free. A product page with no reviews is still a read and is charged.

| Event | Free plan | Bronze | Silver | Gold |
|---|---|---|---|---|
| `product-read`, one product page read, with up to about 13 top reviews | $0.03 | $0.0285 | $0.027 | $0.0255 |
| `product-not-found`, one ASIN Amazon reports as not on that marketplace | $0.002 | $0.0019 | $0.0018 | $0.0017 |
| `apify-actor-start`, once per run (one per GB of memory; the default 256 MB is one) | $0.006 | $0.006 | $0.006 | $0.006 |

Per 1,000 rows of `product-read`: $30.00 on the free plan, $25.50 on Gold.

Free plan cap: 1.50 USD of evaluation a month, about 50 rows. Any paid Apify plan removes the cap, and it resets on the 1st. The run stops before a charge that passes your maximum charge per run in Apify or your `max_charge_usd` input.

Mamba Labs pays the platform costs of your run, Apify proxy traffic included.

Each product page is 2 to 3.4 MB and is read through a residential address, so one product costs more than one review does with most review actors. Divided over 13 reviews, 0.03 USD is about 0.0023 USD per review.

### Usage examples

**Top reviews for one product in Germany.**

```json
{
  "products": ["B01N5IB20Q"],
  "marketplace": "amazon.de"
}
```

**Several marketplaces by URL, local reviews only.**

```json
{
  "products": ["https://www.amazon.co.uk/dp/B01N5IB20Q", "https://www.amazon.co.jp/dp/B01N5IB20Q"],
  "include_other_countries": "no"
}
```

Read the rows with `GET https://api.apify.com/v2/datasets/{datasetId}/items`.

**Clay.** Number and on or off inputs are text fields, which is what Clay sends. A list input takes a JSON list, so put the column inside a one item list.

**MCP.** The Mamba Labs MCP server `@mambalabsdev/mcp-amazon-top-reviews-scraper` exposes this actor to Claude and other MCP clients.

### Error handling

| Case | What you get |
|---|---|
| Missing or unreadable input | One free row, `row_type` `run_summary`, `error_reason` starting `input_invalid:` with what to fix. The run ends successfully and charges nothing but the run start (`apify-actor-start`) |
| A value that is not an ASIN, or a marketplace that is not supported | A free `product` row with `row_status` `error` and `error_reason` `input_invalid:` |
| Amazon refuses the page (captcha or robot check) | A free `product` row with `row_status` `blocked`. It is not retried; run that product again later |
| Amazon refuses many products | The run stops once refused products pass 5 plus one per charged product, and says so in the summary |
| The ASIN is not on that marketplace (HTTP 404) | A `product` row with `row_status` `no_results`, charged as `product-not-found` |
| The run is close to its timeout | The actor stops starting new work 90 seconds before the timeout and delivers what it has |

### Limitations

- **No amazon.com.** Logged out amazon.com product pages show no review text, and its review pages ask for a sign in. US reviews appear only when Amazon puts them in the other countries section of another marketplace.
- **Top reviews only.** About 13 per product, chosen by Amazon. No paging, no sort by newest, no star filter, and no full review history: those pages need a sign in. Rivals that offer them do not state how they reach them.
- **Other marketplaces are not tested.** amazon.com.mx, .com.au, .com.br, .nl, .se, .pl, and .com.tr are refused as input until tested.
- **Page language.** The actor asks for the English page. Review text stays in the language it was written in; `review_language` says which.
- **Speed.** Products are read one after another, about 9 seconds each in testing (28 products in 265 seconds).

### Mamba Labs actor suite

| Actor | Actor ID |
|---|---|
| [Account Hiring Watch](https://apify.com/mambalabs/account-hiring-watch?fpr=mamba) | `gRAZA5WBi1r6L0gy7` |
| [Agent Accessibility Auditor](https://apify.com/mambalabs/agent-accessibility-auditor?fpr=mamba) | `anxbRv0lKrpQ1pnua` |
| [Agent to Brokerage Resolver](https://apify.com/mambalabs/agent-brokerage-resolver?fpr=mamba) | `ePRRGLxOGyaVHO4dI` |
| [AI Answer Visibility Tracker](https://apify.com/mambalabs/ai-answer-visibility-tracker?fpr=mamba) | `RJZvzKniYK4nswcMg` |
| [AI List Extractor for Any Website](https://apify.com/mambalabs/ai-list-extractor-any-website?fpr=mamba) | `D5hOdIez45M0NX5jD` |
| [AI Tooling Detector](https://apify.com/mambalabs/ai-tooling-detector?fpr=mamba) | `EwkHhmqiuJgRoVEbE` |
| [Amazon Product, Price, and Stock Tracker](https://apify.com/mambalabs/amazon-product-price-stock-tracker?fpr=mamba) | `MtJPZoyjJ3IeqTFyo` |
| [Amazon Top Reviews Scraper](https://apify.com/mambalabs/amazon-top-reviews-scraper?fpr=mamba) | `wh6Mq6G6BlW1CRPwx` |
| [API Deprecation and Breaking Change Monitor](https://apify.com/mambalabs/api-change-monitor?fpr=mamba) | `pHsbS3xXUK8Jqutz5` |
| [App Store and Google Play Review Monitor](https://apify.com/mambalabs/app-store-google-play-review-monitor?fpr=mamba) | `MaCMEhGrbchxQZ92G` |
| [B2B Reddit Conversation Monitor](https://apify.com/mambalabs/b2b-reddit-conversation-monitor?fpr=mamba) | `SoDryzzsjmY3SsiyG` |
| [B2B Social Video Transcripts](https://apify.com/mambalabs/b2b-social-video-transcripts?fpr=mamba) | `dG2UYVKE2e4zfDucK` |
| [Bluesky Brand Presence Mapper](https://apify.com/mambalabs/bluesky-brand-presence-mapper?fpr=mamba) | `eLpxzP4IuXznlFVND` |
| [Bluesky Posts Scraper](https://apify.com/mambalabs/bluesky-posts-scraper?fpr=mamba) | `KldSjS7wjoeZ7vQGm` |
| [Brand Sponsor Finder](https://apify.com/mambalabs/brand-sponsor-finder?fpr=mamba) | `PPgK6xrgOmvL7Nrys` |
| [Bulk WHOIS and RDAP Domain Age Lookup](https://apify.com/mambalabs/whois-domain-lookup?fpr=mamba) | `MTrkG5FLU6SjqLdJY` |
| [Business PDF Field Extractor](https://apify.com/mambalabs/business-pdf-field-extractor?fpr=mamba) | `vM7JCk0CMAx5W0oJh` |
| [Career Change Signal Engine](https://apify.com/mambalabs/career-change-signal-engine?fpr=mamba) | `vX2Yga1a6wGaXaP14` |
| [Company Careers Page Jobs, 17 ATS Boards](https://apify.com/mambalabs/ats-jobs-feed?fpr=mamba) | `izP0rfIgf5YaRZfIh` |
| [Company Change Event Feed](https://apify.com/mambalabs/company-change-event-feed?fpr=mamba) | `oX44rS0fkEJ3rXLWe` |
| [Company Discovery List Builder](https://apify.com/mambalabs/company-discovery-list-builder?fpr=mamba) | `jch0HdaZnpbMqlcGS` |
| [Company Firmographic Enricher](https://apify.com/mambalabs/company-firmographic-enricher?fpr=mamba) | `YlUtLWjfPpqykmB8g` |
| [Company Funding Record](https://apify.com/mambalabs/funding-investor-record?fpr=mamba) | `OFS4Mt1gyYNtGfUbE` |
| [Company Headcount Estimator](https://apify.com/mambalabs/company-headcount-estimator?fpr=mamba) | `aHC4GROnNt6kfZe5r` |
| [Company Identity Resolver](https://apify.com/mambalabs/company-identity-resolver?fpr=mamba) | `lr8fTRAmZCBZmuwwh` |
| [Company Role Email, Phone and Address Finder](https://apify.com/mambalabs/company-contact-details-extractor?fpr=mamba) | `4mMncKaJykiq94grz` |
| [Company Social Presence Mapper](https://apify.com/mambalabs/company-social-presence-mapper?fpr=mamba) | `4k6CCemkgBDz18m2h` |
| [Competitor Price, Stock, and Changelog Monitor](https://apify.com/mambalabs/competitor-price-stock-changelog-monitor?fpr=mamba) | `yxdgCbUQ4PYQWwRNU` |
| [Contact Classifier](https://apify.com/mambalabs/contact-classifier?fpr=mamba) | `0lGSeYJmniXhGANnO` |
| [Contractor License Search, CA, TX, WA, OR, LA](https://apify.com/mambalabs/contractor-license-lookup?fpr=mamba) | `WBYK3CPI2kdeq4bP1` |
| [CRM Contact Job Change Checker](https://apify.com/mambalabs/job-change-tracker?fpr=mamba) | `L8UbEmMJC1XYPSZOb` |
| [Domain Deliverability Checker](https://apify.com/mambalabs/domain-deliverability-checker?fpr=mamba) | `0tVgxI7A6o9jMlxmc` |
| [Domain to LinkedIn URL Resolver](https://apify.com/mambalabs/domain-to-linkedin-url-resolver?fpr=mamba) | `3HtnSaqPHOg1Qg5gx` |
| [Ecommerce Platform Profiler](https://apify.com/mambalabs/ecommerce-platform-profiler?fpr=mamba) | `5G2NeYjBbQTjaTn9L` |
| [Ecommerce Store Discovery](https://apify.com/mambalabs/ecommerce-store-discovery?fpr=mamba) | `PeHu4sLyFvQHXUUrX` |
| [Email List Verifier, Bring Your Own Key](https://apify.com/mambalabs/email-verifier?fpr=mamba) | `CzVJ4NlaCKk80xpgE` |
| [Event Presence Index](https://apify.com/mambalabs/event-presence-index?fpr=mamba) | `WLhMy8fMDgsxdYxv5` |
| [Eventbrite Events Scraper](https://apify.com/mambalabs/eventbrite-events-scraper?fpr=mamba) | `sgc6znyrbjOy5Yk9f` |
| [Expert Witness Finder, US and Australia](https://apify.com/mambalabs/expert-witness-directory?fpr=mamba) | `LIpwlgfE3LaQBaXd4` |
| [Facebook Posts Scraper](https://apify.com/mambalabs/facebook-posts-scraper?fpr=mamba) | `T6jxIeq4ua0SLXnqG` |
| [Funding and Press Signal Scanner](https://apify.com/mambalabs/funding-press-signal-scanner?fpr=mamba) | `FS13X6dhQVgX3XOM6` |
| [GDPR Cookie Banner and Consent Checker](https://apify.com/mambalabs/cookie-consent-audit?fpr=mamba) | `TrKyOS0KBoGC35nbr` |
| [GitHub Followers and Following Export](https://apify.com/mambalabs/github-followers-following-export?fpr=mamba) | `SGNxDmFb9v3tRDaFI` |
| [GitHub Organization Signal Scanner](https://apify.com/mambalabs/github-organization-signal-scanner?fpr=mamba) | `ahF8RRpv5mzPao5CN` |
| [Google Ads Transparency Center Scraper by Domain](https://apify.com/mambalabs/google-ads-transparency-monitor?fpr=mamba) | `1eOwxhBVxzvOXAm4s` |
| [Google Maps Places Scraper](https://apify.com/mambalabs/google-maps-places-scraper?fpr=mamba) | `SuvHCNJ7pIuw6gn54` |
| [Google Trends Scraper](https://apify.com/mambalabs/google-trends-scraper?fpr=mamba) | `OeDzaACKmBYJXzHZk` |
| [GTM Hiring Signal Scraper](https://apify.com/mambalabs/gtm-hiring-signal-scraper?fpr=mamba) | `D7O1SA2EqwHGsGr1P` |
| [GTM Signals Aggregator](https://apify.com/mambalabs/b2b-buying-signals-hiring-tech-stack-intent-for-clay?fpr=mamba) | `xKdRfnfFNkdMpFuNs` |
| [Healthcare Provider NPI Enricher](https://apify.com/mambalabs/healthcare-provider-npi-enricher?fpr=mamba) | `MrgbHzcpDq3mOv9Df` |
| [ICP Fit Scorer](https://apify.com/mambalabs/icp-account-lead-scoring-fit-scorer-0-100-for-clay?fpr=mamba) | `W161DT8W4kW55dMFh` |
| [Influencer Change Monitor](https://apify.com/mambalabs/creator-change-monitor?fpr=mamba) | `d2VVgahNL6UmcLkhg` |
| [Influencer Lead List Builder](https://apify.com/mambalabs/creator-lead-list-all-in-one?fpr=mamba) | `KnmByszcv135yM30G` |
| [Influencer Profile Scraper](https://apify.com/mambalabs/creator-profile-reader?fpr=mamba) | `EqEnklDVMIcB1V499` |
| [Influencer Search Across TikTok, Instagram and YouTube](https://apify.com/mambalabs/creator-finder?fpr=mamba) | `tpkedmloIIWtXx6sg` |
| [Influencer Talent Agency Lookup](https://apify.com/mambalabs/talent-agency-lookup?fpr=mamba) | `zCuX4Mgyg6JvXgGzd` |
| [Instagram Facebook Brand Presence Mapper](https://apify.com/mambalabs/meta-brand-presence-mapper?fpr=mamba) | `HXh65I0JBjPsunbY8` |
| [Integration and Marketplace Presence Mapper](https://apify.com/mambalabs/integration-marketplace-presence-mapper?fpr=mamba) | `V0guNuvM85Q61f2gj` |
| [Job Board Keyword Signal Scanner](https://apify.com/mambalabs/job-board-keyword-signal-scanner?fpr=mamba) | `4DvqpvhMR74NLcDDY` |
| [Job Posting Monitor](https://apify.com/mambalabs/gtm-job-discovery?fpr=mamba) | `QCfICD9kOPiOdj5iI` |
| [Journalist and Media List Builder](https://apify.com/mambalabs/journalist-media-list-builder?fpr=mamba) | `mAfizsZC8qRoR0ecS` |
| [Launch Directory List Builder](https://apify.com/mambalabs/launch-directory-list-builder?fpr=mamba) | `cRq3bmvEZxZtioQ7U` |
| [Lead File Import Checker](https://apify.com/mambalabs/lead-file-import-checker?fpr=mamba) | `RwlGVXTf46LqZdUgt` |
| [Legal Entity Resolver](https://apify.com/mambalabs/legal-entity-resolver?fpr=mamba) | `KHFyPCDIx7CyqULYm` |
| [Link in Bio Scraper and Newsletter Detector](https://apify.com/mambalabs/link-in-bio-newsletter-checker?fpr=mamba) | `OorucdheTIgu7RFzK` |
| [LinkedIn Company Page Mapper](https://apify.com/mambalabs/linkedin-company-presence-mapper?fpr=mamba) | `zOPm6A9JEhUGcIdFW` |
| [LinkedIn Jobs Feed](https://apify.com/mambalabs/linkedin-jobs-feed?fpr=mamba) | `SH6N0d8cz46BhCC8B` |
| [LinkedIn Post Tracker](https://apify.com/mambalabs/linkedin-post-engager-capture?fpr=mamba) | `oiGLNPuaf5BRaz9K5` |
| [Local Business Lead Builder](https://apify.com/mambalabs/local-business-lead-builder?fpr=mamba) | `qMN97aoHhsAS5bznV` |
| [Local Rank and Map Pack Tracker](https://apify.com/mambalabs/local-rank-map-pack-tracker?fpr=mamba) | `gv0kyHGDIg8XscclB` |
| [Lookalike Companies from Seed Domains](https://apify.com/mambalabs/lookalike-company-finder?fpr=mamba) | `e2O426WBAbLLQL4Z2` |
| [Manufacturer and Supplier Finder](https://apify.com/mambalabs/manufacturer-supplier-finder?fpr=mamba) | `Qcsdmd0lUfPzVkonh` |
| [MCP Server Change and Health Monitor](https://apify.com/mambalabs/mcp-server-change-health-monitor?fpr=mamba) | `IeqjWF9U0BdDQFY08` |
| [Media URL Transcriber](https://apify.com/mambalabs/media-url-transcriber?fpr=mamba) | `Syfr7Ya3EsHgWfrB6` |
| [Meta Ad Library Ads by Company, Graph API](https://apify.com/mambalabs/meta-ad-library-monitor?fpr=mamba) | `J1GWlSXfSGU3u8Wng` |
| [Mobile Phone Waterfall](https://apify.com/mambalabs/mobile-phone-waterfall-orchestrator?fpr=mamba) | `6OOgPktf7RIa5XCOP` |
| [Multi Platform Social Posts and Comments](https://apify.com/mambalabs/multi-platform-social-posts-comments?fpr=mamba) | `icFuHR1EzDvUcfCQ5` |
| [Netherlands Rental Listings](https://apify.com/mambalabs/dutch-rental-listings?fpr=mamba) | `sGKGsbwoX18lFb6dR` |
| [New Hire Finder](https://apify.com/mambalabs/new-hire-finder?fpr=mamba) | `cKuc38p4nYHNF3IW8` |
| [Newly Registered Companies, UK, Norway, Finland, France](https://apify.com/mambalabs/new-company-registrations-feed?fpr=mamba) | `g2WfZhWvCtc57g2Jo` |
| [News and Media Mention Monitor](https://apify.com/mambalabs/news-media-mention-monitor?fpr=mamba) | `gol1PPUKrsIk4QLBd` |
| [News Site Article Archive](https://apify.com/mambalabs/news-site-article-archive?fpr=mamba) | `NjcF3UD8791raFNHh` |
| [Newsletter Sponsor Tracker](https://apify.com/mambalabs/newsletter-sponsor-tracker?fpr=mamba) | `qSwpqxD1TiPZpLQHv` |
| [Open Tender and RFP Finder](https://apify.com/mambalabs/open-tender-rfp-finder?fpr=mamba) | `kPTGz6t6TFoUUyfaO` |
| [Outbound Stack Detector](https://apify.com/mambalabs/outbound-infrastructure-fingerprint?fpr=mamba) | `v43UJC8r7qW7cBSTG` |
| [Page Finder and Extractor](https://apify.com/mambalabs/page-finder-extractor?fpr=mamba) | `TpurgcOZbVnknlaiC` |
| [Partner and Member Directory Extractor](https://apify.com/mambalabs/partner-member-directory-extractor?fpr=mamba) | `ZX0XJPPUvnFJxeC1a` |
| [People Finder & Email Verifier](https://apify.com/mambalabs/people-finder?fpr=mamba) | `LEgloG7tWgQl4o6TD` |
| [Person LinkedIn URL Resolver](https://apify.com/mambalabs/person-linkedin-url-resolver?fpr=mamba) | `ssuyPV8LnEsL8qbnb` |
| [Person Social Footprint Mapper](https://apify.com/mambalabs/person-social-footprint-mapper?fpr=mamba) | `jfQXa2zW9FHCJot9K` |
| [Personal Email to Company Resolver](https://apify.com/mambalabs/personal-email-to-company-resolver?fpr=mamba) | `AefT5Ye6YNPFQwJBf` |
| [Pinterest Brand Presence Mapper](https://apify.com/mambalabs/pinterest-brand-presence-mapper?fpr=mamba) | `d1HvjZfKhgvWsoEwn` |
| [Podcast Guest and Host Finder](https://apify.com/mambalabs/podcast-guest-host-finder?fpr=mamba) | `o2MGSvgbSLeeXOsIo` |
| [Private Company Funding History](https://apify.com/mambalabs/private-company-funding-history?fpr=mamba) | `H02K3rQIVOYpnLYc3` |
| [Product Hunt Daily Launches with Maker Domains](https://apify.com/mambalabs/product-hunt-launches-feed?fpr=mamba) | `O4VX63drWK9Y9x641` |
| [Property Owner Records](https://apify.com/mambalabs/property-owner-records?fpr=mamba) | `0J7ovG1iaZpQD1P0T` |
| [Prospect Engine](https://apify.com/mambalabs/b2b-prospect-engine?fpr=mamba) | `q9rT6v64nUJdPexOQ` |
| [Public Feature Board and Roadmap Monitor](https://apify.com/mambalabs/public-feature-board-roadmap-monitor?fpr=mamba) | `rcHF5gj5r2Vqnry35` |
| [Publishing Frequency Tracker](https://apify.com/mambalabs/blog-publishing-frequency?fpr=mamba) | `TbLwaUUATdYb6wp4N` |
| [Recent Funding Rounds Feed](https://apify.com/mambalabs/recent-funding-rounds-feed?fpr=mamba) | `KueVp9MOz7iOoAgDp` |
| [Reddit Brand Presence Mapper](https://apify.com/mambalabs/reddit-brand-presence-mapper?fpr=mamba) | `pKQZmDaT70SEb54bZ` |
| [Reddit Search and Thread Scraper](https://apify.com/mambalabs/reddit-search-thread-scraper?fpr=mamba) | `4Gsth5cP2Xt9V2xDN` |
| [Reporting Window Finder](https://apify.com/mambalabs/public-company-reporting-window-finder?fpr=mamba) | `uINxR7a1IW8qUTRUX` |
| [Research Topic Institutions and Authors](https://apify.com/mambalabs/research-topic-institutions-authors?fpr=mamba) | `OH8ANqt7bCKbo72Gk` |
| [Semrush Domain Metrics](https://apify.com/mambalabs/semrush-domain-metrics?fpr=mamba) | `3dqa0abJrpssHtrYL` |
| [Sequencer Event Poller](https://apify.com/mambalabs/sequencer-event-poller?fpr=mamba) | `S6s8Rjd61tGdrMRk4` |
| [Sequencer Lead Push](https://apify.com/mambalabs/clay-to-instantly-smartlead-push?fpr=mamba) | `0Jv27VeWM5tSZQs9x` |
| [Shopify App Store and Chrome Web Store Listings](https://apify.com/mambalabs/shopify-app-store-chrome-web-store-listings?fpr=mamba) | `gaY0BzkLyN77mD3wI` |
| [Site Crawler for Links and Tables](https://apify.com/mambalabs/site-crawler-links-tables?fpr=mamba) | `lLLJ6JxZ4XqN8ULz0` |
| [Streaming Subscription Prices by Country](https://apify.com/mambalabs/streaming-subscription-prices-by-country?fpr=mamba) | `tbMroS2Zyn57bW17E` |
| [Substack Newsletter and Posts Scraper](https://apify.com/mambalabs/substack-scraper?fpr=mamba) | `UEFsdwiPLmPNVy9xd` |
| [Team Page People Extractor](https://apify.com/mambalabs/team-page-people-extractor?fpr=mamba) | `j8a9zX0k4mNbvDbWK` |
| [Tech Stack Signal Detector](https://apify.com/mambalabs/gtm-tech-stack-signal-scraper?fpr=mamba) | `qyd7nNyqFPelQViBx` |
| [Tennis Match Data](https://apify.com/mambalabs/tennis-match-data?fpr=mamba) | `v3OX6zxXHZOf2yurO` |
| [Threads Posts by Keyword, Exact Match](https://apify.com/mambalabs/threads-keyword-search?fpr=mamba) | `2OT8K8RiEEWtaj2MW` |
| [Ticketmaster Event Prices](https://apify.com/mambalabs/ticketmaster-event-prices?fpr=mamba) | `CrvPX4IwLXQX9bls1` |
| [TikTok Brand Presence Mapper](https://apify.com/mambalabs/tiktok-brand-presence-mapper?fpr=mamba) | `fco8FvoJcSafbeyd1` |
| [TikTok Video Stats](https://apify.com/mambalabs/tiktok-video-stats?fpr=mamba) | `uz9Q3cEycRgA6NfqA` |
| [Trustpilot Reputation Enricher](https://apify.com/mambalabs/review-platform-reputation-enricher?fpr=mamba) | `3lIqfCt61j4hqE1xz` |
| [US and UK Contract Award Winners by Company](https://apify.com/mambalabs/public-award-monitor?fpr=mamba) | `zhEtllASykOcx9hJ8` |
| [US Import Records Buyer Finder](https://apify.com/mambalabs/us-import-records-buyer-finder?fpr=mamba) | `VIMafpKF5ggOw0COU` |
| [VC and Accelerator Portfolio List Builder](https://apify.com/mambalabs/vc-accelerator-portfolio-list-builder?fpr=mamba) | `chH8hrfuoqqolW06m` |
| [Website Accessibility Checker, WCAG 2.2 AA](https://apify.com/mambalabs/wcag-accessibility-audit?fpr=mamba) | `P3jBj3FRghKEhX52z` |
| [Website Phrase and Business Model Classifier](https://apify.com/mambalabs/website-phrase-business-model-classifier?fpr=mamba) | `CBuZ9k7sRwBeiKiCS` |
| [Website Traffic Rank Estimator](https://apify.com/mambalabs/website-traffic-rank-estimator?fpr=mamba) | `GnOFUzlNVIoXgeJjH` |
| [Work Email Waterfall](https://apify.com/mambalabs/email-waterfall-orchestrator?fpr=mamba) | `OT6xqTFThC0Rjf7Zj` |
| [Workplace Program Detector](https://apify.com/mambalabs/workplace-program-detector?fpr=mamba) | `Li6pPDhqbdzFz3h7G` |
| [X Brand Presence Mapper](https://apify.com/mambalabs/x-brand-presence-mapper?fpr=mamba) | `oLOgadhHUkNAyDA3w` |
| [YouTube Channel and Video List Scraper](https://apify.com/mambalabs/youtube-video-channel-scraper?fpr=mamba) | `txaAjeBqgj5MStFE4` |
| [YouTube Channel Email Finder](https://apify.com/mambalabs/youtube-channel-email-finder?fpr=mamba) | `IDgKZcmeeuunUbccN` |
| [YouTube Channel from Company Domain](https://apify.com/mambalabs/youtube-channel-transcript-extractor?fpr=mamba) | `6hSpD3kd2s2IQ4VSs` |
| [Zillow Listing Details](https://apify.com/mambalabs/zillow-listing-details?fpr=mamba) | `yG4zM0Enfsw2NefJ1` |

Built by [Mamba Labs](https://apify.com/mambalabs).

# Actor input Schema

## `products` (type: `array`):

ASINs or Amazon product URLs. A URL sets its own marketplace; an ASIN uses Marketplace below. From Clay, put the column inside a one item list.

## `marketplace` (type: `string`):

Marketplace for ASINs given without a URL. amazon.co.uk (default), amazon.de, amazon.fr, amazon.it, amazon.es, amazon.ca, amazon.co.jp, or amazon.in. amazon.com is not supported: its logged out pages show no reviews.

## `include_other_countries` (type: `string`):

yes (default) or no. The page also shows about 3 to 5 top reviews from other countries, which can include the United States. No keeps only the marketplace's own country.

## `include_reviewer_names` (type: `string`):

no (default) or yes. Yes adds the public display name Amazon shows on each review.

## `max_charge_usd` (type: `string`):

Optional. The run stops before a charge that would pass this amount. Summary rows are always returned.

## `source_tag` (type: `string`):

Internal attribution tag. Leave empty.

## Actor input object example

```json
{
  "products": [
    "B01N5IB20Q"
  ],
  "marketplace": "amazon.co.uk",
  "include_other_countries": "yes",
  "include_reviewer_names": "no"
}
```

# Actor output Schema

## `results` (type: `string`):

No description

## `run_summary` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "products": [
        "B01N5IB20Q"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("mambalabs/amazon-top-reviews-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "products": ["B01N5IB20Q"] }

# Run the Actor and wait for it to finish
run = client.actor("mambalabs/amazon-top-reviews-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "products": [
    "B01N5IB20Q"
  ]
}' |
apify call mambalabs/amazon-top-reviews-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,mambalabs/amazon-top-reviews-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/wh6Mq6G6BlW1CRPwx/builds/jdEPcbVIb4TgdLpVN/openapi.json