# Amazon Seller Scraper (`codingfrontend/amazon-seller-scraper`) Actor

An advanced, high-speed e-commerce scraper designed for real-time price monitoring and competitor intelligence. Extracts product titles, current pricing, discounts, stock availability, specifications, images, and seller ratings from Amazon Seller. Perfect for inventory tracking, drop-shipping res...

- **URL**: https://apify.com/codingfrontend/amazon-seller-scraper.md
- **Developed by:** [Coding Frontned](https://apify.com/codingfrontend) (community)
- **Categories:** E-commerce, Automation
- **Stats:** 4 total users, 1 monthly users, 75.9% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Amazon Seller Scraper

Collect public Amazon seller-profile evidence from a bounded list of seller IDs or exact seller-profile URLs. The Actor uses ordinary HTML requests and does not launch a browser, inject a fingerprint, solve challenges, call private APIs, or return fabricated fallback rows.

### What it returns

Each dataset item is a successfully verified seller profile with a stable `sellerIdentity` and `recordId`, seller name and marketplace, the canonical public profile URL, available public rating and feedback evidence, optional policy and feedback text, and optionally complete product cards from one public storefront page. Missing optional values are omitted rather than written as `null`, empty strings, or `"unknown"`.

Diagnostics are not billable/countable dataset items. Run status, access blocks, request counts, proxy mode, and bounded errors are written to the `OUTPUT` record.

### Input

```json
{
  "mode": "sellerId",
  "sellerIds": ["A14CZOWI0VEHLG"],
  "country": "in",
  "maxItems": 1,
  "maxFeedbackEntries": 5,
  "scrapeProducts": false,
  "requestTimeoutMs": 30000,
  "proxyConfiguration": { "useApifyProxy": false }
}
```

- `mode`: `sellerId` or `sellerUrl`.
- `sellerIds` / `sellerUrls`: 1–25 inputs. URL mode accepts only credential-free HTTPS `/sp` URLs on the marketplace selected by `country`.
- `country`: `in`, `com`, `co.uk`, `de`, `co.jp`, `ca`, `com.au`, or `com.br`.
- `maxItems`: 1–25 sellers.
- `maxFeedbackEntries`: 0–20 visible feedback entries per seller.
- `scrapeProducts`: when true, requests one storefront page per seller.
- `maxProducts`: 1–50 complete product cards per seller.
- `requestDelayMs`: 0–3000 milliseconds between sellers.
- `requestTimeoutMs`: 5000–45000 milliseconds per request.
- `proxyConfiguration`: optional Apify Proxy configuration; direct access is the default.

### Access behavior

Amazon can return robot checks, rate limits, regional redirects, or incomplete public pages. The Actor detects those boundaries and fails closed. A zero-row run exits unsuccessfully and records a typed diagnostic in `OUTPUT`; it does not disguise a challenge as valid seller data. Proxy setup is used only when explicitly requested, and a setup failure is never silently downgraded to direct access.

### Output guarantees

- Dataset rows are seller products only; diagnostics stay in `OUTPUT`.
- URLs and redirects are restricted to the selected exact marketplace host.
- Responses are capped at 5 MB and redirects at three hops.
- Stable identity is derived from marketplace country plus seller ID.
- `fingerprintApplied` is always `false`; this direct HTTP Actor has no browser fingerprint surface.
- Product arrays contain only unique cards with ASIN, title, product URL, and image URL.

Use low limits first. Public HTML and selectors can change, so validate critical downstream decisions against the source page.

# Actor input Schema

## `mode` (type: `string`):

Provide seller IDs or exact public seller-profile URLs.

## `sellerIds` (type: `array`):

Amazon seller IDs for the selected marketplace.

## `sellerUrls` (type: `array`):

HTTPS /sp seller-profile URLs on the selected marketplace.

## `country` (type: `string`):

Marketplace used to validate and request every profile.

## `maxItems` (type: `integer`):

Maximum seller profiles processed in this bounded run.

## `maxFeedbackEntries` (type: `integer`):

Maximum visible feedback entries retained from each profile.

## `scrapeProducts` (type: `boolean`):

Request one public storefront result page per seller.

## `maxProducts` (type: `integer`):

Maximum complete product cards retained from that storefront page.

## `requestDelayMs` (type: `integer`):

Optional delay between bounded seller requests.

## `requestTimeoutMs` (type: `integer`):

Timeout applied to each public page request.

## `proxyConfiguration` (type: `object`):

Optional Apify Proxy settings. Direct access is the default.

## Actor input object example

```json
{
  "mode": "sellerId",
  "sellerIds": [
    "A14CZOWI0VEHLG"
  ],
  "country": "in",
  "maxItems": 1,
  "maxFeedbackEntries": 5,
  "scrapeProducts": false,
  "maxProducts": 10,
  "requestDelayMs": 0,
  "requestTimeoutMs": 30000,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `dataset` (type: `string`):

No description

## `output` (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 = {
    "sellerIds": [
        "A14CZOWI0VEHLG"
    ],
    "maxItems": 1,
    "maxFeedbackEntries": 5,
    "scrapeProducts": false,
    "maxProducts": 10,
    "requestDelayMs": 0,
    "requestTimeoutMs": 30000,
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("codingfrontend/amazon-seller-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 = {
    "sellerIds": ["A14CZOWI0VEHLG"],
    "maxItems": 1,
    "maxFeedbackEntries": 5,
    "scrapeProducts": False,
    "maxProducts": 10,
    "requestDelayMs": 0,
    "requestTimeoutMs": 30000,
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("codingfrontend/amazon-seller-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 '{
  "sellerIds": [
    "A14CZOWI0VEHLG"
  ],
  "maxItems": 1,
  "maxFeedbackEntries": 5,
  "scrapeProducts": false,
  "maxProducts": 10,
  "requestDelayMs": 0,
  "requestTimeoutMs": 30000,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call codingfrontend/amazon-seller-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,codingfrontend/amazon-seller-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/8cKT5lEcJR4oK00HH/builds/iRcT6qOOdnhBJUoTa/openapi.json