# Amazon BSR Scraper (`saswave/amazon-bsr-scraper`) Actor

$0.80 / 1000 results. Extract product data from Amazon Best Sellers Rank (BSR) pages. Collect product listings, ASINs, prices, ratings, reviews, availability, images, technical specifications, and seller information.

- **URL**: https://apify.com/saswave/amazon-bsr-scraper.md
- **Developed by:** [SASWAVE](https://apify.com/saswave) (community)
- **Stats:** 2 total users, 1 monthly users, 75.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.80 / 1,000 results

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 Product BSR Scraper – Extract ASINs, Product Data & Reviews

Extract product data from Amazon Best Sellers Rank (BSR) pages. Simply provide an Amazon BSR URL to collect product listings, ASINs, prices, ratings, reviews, availability, images, technical specifications, and seller information.

This Apify Actor helps Amazon sellers, e-commerce researchers, product analysts, and market intelligence teams collect structured Amazon product data for product research, competitor analysis, price monitoring, bestseller tracking, and review analysis.

Scrape product information from supported Amazon marketplaces and export the results as structured JSON for further analysis and automation.

### FEATURES

🏆 Amazon BSR Scraping – Extract product listings from Amazon Best Sellers Rank pages using a BSR URL.

🆔 ASIN Extraction – Collect Amazon Standard Identification Numbers (ASINs) and product URLs for identifying individual products.

📦 Product Details – Retrieve product titles, descriptions, features, technical specifications, and available category information.

💰 Price & Currency Data – Extract product prices and currency information when available.

⭐ Ratings & Reviews – Collect product star ratings and review counts.

🖼️ Product Images – Retrieve available product image URLs and image collections.

🏪 Seller Information – Extract available seller names, seller IDs, seller URLs, and store information.

📊 Best Sellers Rank – Capture BSR positions, source BSR URLs, and available category ranking information.

🚚 Availability & Delivery – Collect stock availability, delivery options, estimated delivery dates, and delivery costs when displayed.

🔄 Product Variations – Retrieve available variant ASIN information.

📝 Product Features & Specifications – Extract product highlights, technical attributes, and detailed feature lists.

🌍 Amazon Marketplace Support – Scrape supported Amazon country domains, depending on the Actor's configuration.

📤 Structured JSON Output – Export machine-readable product records for spreadsheets, databases, analytics, and automation workflows.

⚡ Apify Integration – Run the scraper on Apify and access results through datasets and supported integrations.

### USE CASES

🛒 Amazon Product Research

Discover products listed on Amazon bestseller pages and collect ASINs, product details, prices, ratings, and reviews to support product research.

🏆 Amazon Best Sellers Rank Tracking

Build datasets of Amazon bestseller listings to analyze product rankings, category visibility, and changes in bestseller positions over time.

🔍 Competitor Analysis

Research competing products by collecting their prices, ratings, review counts, product features, seller information, and category rankings.

💰 Price Monitoring

Collect product prices and availability information to compare offers, monitor pricing patterns, and support e-commerce pricing analysis.

📈 E-commerce Market Research

Analyze products within specific Amazon categories to identify market trends, popular products, price ranges, and potential market opportunities.

⭐ Customer Review Analysis

Collect review counts, star ratings, and available review-related data to compare product popularity and evaluate customer feedback indicators.

💡 Amazon FBA Product Discovery

Build product research datasets to help evaluate potential Amazon FBA opportunities using product pricing, competition indicators, category rankings, and review counts.

Note: BSR, prices, and review counts are research signals, not guarantees of sales volume or profitability.

🏪 Seller & Brand Research

Collect available brand, store, and seller information to research competing sellers and compare products across marketplace categories.

🤖 Automated Product Data Collection

Integrate Amazon product data into spreadsheets, databases, business intelligence platforms, and custom workflows using Apify datasets and APIs.

### Output example

```json
{
  "asin": "B08XZ2KS1F",
  "url": "https://www.amazon.fr/dp/B08XZ2KS1F",
  "bsr_rank": "2",
  "bsr_url": "https://www.amazon.fr/-/en/gp/bestsellers/computers/ref=pd_zg_ts_computers",
  "title": "Lexar 64GB Micro SD Card, Micro SD Memory Card + Adapter, MicroSDXC TF Card",
  "store": "https:///-/en/stores/Lexar/page/916BE475-7F84-4B03-99FB-E18012FA4351",
  "availability_text": "In stock",
  "availability": true,
  "price": "19.99",
  "currency": "EUR",
  "stars": "(33,354)",
  "reviewsCount": "33354",
  "images": [],
  "image": "",
  "categories": {},
  "tech_spec": [
    "Flash Memory Type: Micro SD",
    "Memory Storage Capacity: 64 GB",
    "Compatible Devices: Camera, Drone, Smartphone, Switch, gopro",
    "Product Features: Water Proof",
    "Read Speed: 100 Megabytes Per Second",
    "Media Speed: 12 UK",
    "Hardware Connectivity: microSDXC",
    "Secure Digital Association Speed Class: Class 10",
    "Flash Memory Video Speed Class: V30",
    "Item Dimensions L x W: 15L x 11W millimetres",
    "Item Dimensions D x W x H: 11D x 15W x 1H millimetres",
    "Warranty Type: Limited",
    "EU Spare Part Availability Duration: 10 Years",
    "Colour: 64 GB.",
    "Brand Name: Lexar",
    "Model Name: LMSESXX064G-BNAEU",
    "Model Number: LMSESXX064G-BNAEU",
    "Manufacturer: ‎Lexar Co.,LTD",
    "Number of Items: 1",
    "Number of Packs: 1",
    "Item Highlight: Micro SD Memory Card + Adapter, MicroSDXC TF Card, A1, U3, C10, V30, Full HD and 4K UHD for Camera, Telephone, Switch",
    "Unit Count: 1.0 count",
    "Country of Origin: China",
    "Manufacturer Part Number: LMSESXX064G-BNAEU",
    "Product Warranty: 2-year warranty",
    "Best Sellers Rank: 2 in Computers (: See Top 100 in Computers: ): 1 in: Micro SD Memory Cards",
    "ASIN: B08XZ2KS1F",
    "Customer Reviews: 4.7: 4.7 out of 5 stars: (33,354): var dpAcrHasRegisteredArcLinkClickAction;\n                    P.when('A', 'ready').execute(function(A) {\n                        if (dpAcrHasRegisteredArcLinkClickAction !== true) {\n                            dpAcrHasRegisteredArcLinkClickAction = true;\n                            A.declarative(\n                                'acrLink-click-metrics', 'click',\n                                { \"allowLinkDefault\": true },\n                                function (event) {\n                                    if (window.ue) {\n                                        ue.count(\"acrLinkClickCount\", (ue.count(\"acrLinkClickCount\") || 0) + 1);\n                                    }\n                                }\n                            );\n                        }\n                    });: P.when('A', 'cf').execute(function(A) {\n                A.declarative('acrStarsLink-click-metrics', 'click', { \"allowLinkDefault\" : true },  function(event){\n                    if(window.ue) {\n                        ue.count(\"acrStarsLinkWithPopoverClickCount\", (ue.count(\"acrStarsLinkWithPopoverClickCount\") || 0) + 1);\n                    }\n                });\n            });: 4.7 out of 5 stars"
  ],
  "features": [
    " LARGE COMPATIBILITY: Lexar micro sd card is compatible with smartphones, tablets, cameras, GoPro, camcorder, laptops, desktops, DSLRs, drones, Nintendo Switch, other handheld consoles and it includes an SD adapter.  ",
    " HIGH QUALITY STORAGE: Perfect for high resolution photos, recording and storing Full HD/4K video, any other type of data. You can store hours of Full HD video on the micro sd and still have room for videos, photos, music, movies and other files you want to shoot, save and share.  ",
    " ULTRA FAST: Read speed up to 100mb/s, write speed up to 30mb/s (variable depending on memory size), UHS-I, U3, Class 10, A1 speed classes for faster application launch and performance that provide a better smartphone experience. The blazing transfer speed allows you to transfer up to 1000 photos in one minute.  ",
    " DURABLE RELIABILITY: Shock resistant, IPX6 waterproof, temperature resistant (0° to 70°), X-ray and magnetism resistant.  ",
    " QUALITY AND SERVICE GUARANTEE: 10-year limited warranty for micro sd card and one year limited warranty for adapter.  "
  ],
  "variantAsins": "",
  "reviewsLink": "",
  "delivery_price": "FREE",
  "delivery": "Tuesday, 20 October",
  "fastestDelivery": "Monday, 19 October",
  "seller_name": "YISAVE TECHNOLOGY (HK)",
  "seller_id": "ARSIO1NIDKE2L",
  "seller_url": "https:///sp?ie=UTF8&seller=ARSIO1NIDKE2L",
  "bestsellerRanks": []
}
```

### 🛟 SUPPORT

Share your runs with the developer team and create issues on error to help us improve actor quality.

You might discover edge case we didn't test yet

We stay available anytime

# Actor input Schema

## `bsr_urls` (type: `array`):

Top 100 BSR amazon urls

## Actor input object example

```json
{
  "bsr_urls": [
    "https://www.amazon.fr/-/en/gp/bestsellers/computers/ref=pd_zg_ts_computers"
  ]
}
```

# Actor output Schema

## `results` (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 = {
    "bsr_urls": [
        "https://www.amazon.fr/-/en/gp/bestsellers/computers/ref=pd_zg_ts_computers"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("saswave/amazon-bsr-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 = { "bsr_urls": ["https://www.amazon.fr/-/en/gp/bestsellers/computers/ref=pd_zg_ts_computers"] }

# Run the Actor and wait for it to finish
run = client.actor("saswave/amazon-bsr-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 '{
  "bsr_urls": [
    "https://www.amazon.fr/-/en/gp/bestsellers/computers/ref=pd_zg_ts_computers"
  ]
}' |
apify call saswave/amazon-bsr-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,saswave/amazon-bsr-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/m0Hn92nvdqhhWPKDH/builds/JsYNMmggoFT38UlMw/openapi.json