# Free Amazon Seller Feedback Scraper (`easyparser/amazon-seller-feedback`) Actor

Retrieve individual Amazon seller feedback entries including star rating, comment text, rater name, date, and seller response flag by seller ID or seller URL, with rating and time period filters.

- **URL**: https://apify.com/easyparser/amazon-seller-feedback.md
- **Developed by:** [Easyparser](https://apify.com/easyparser) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 easyparser credit (built-in key)s

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## Free Amazon Seller Feedback Scraper

Retrieve individual Amazon seller feedback entries in real-time, including star rating, comment text, rater name, date, and whether the seller responded. Filter by star rating and time period to focus on exactly the feedback you need. Powered by [Easyparser's](https://easyparser.com) real-time Seller Feedback API.

> **No API key required to get started.** This actor includes a shared demo key so you can try it immediately. For higher limits and bulk processing, [sign up free at Easyparser](https://app.easyparser.com/signup).

***

### What This Actor Returns

Each feedback entry is saved as its own dataset item.

**Feedback Entry:**

- `rating` - star rating given by the buyer (1 to 5)
- `body` - feedback comment text
- `rater` - buyer display name
- `date`, `date_timestamp` - feedback date as text and as a Unix timestamp in milliseconds
- `has_response` - whether the seller responded to the feedback
- `rater_profile_url`, `rater_avatar` - buyer profile link and avatar image

**Context:**

- `seller_id`, `seller_url`, `domain` - the seller and marketplace the entry belongs to
- `position` - order of the entry in the results for that seller
- `filter_min_rating`, `filter_max_rating`, `filter_history_range` - the filters used for the request
- `has_more_pages` - whether more feedback is available beyond the pages fetched

***

### How to Use

#### Option A - Try It Now (No Sign-Up)

Fill in the `seller_id` (or `url`) and `domain` fields and run. A shared Easyparser key is built in.

#### Option B - Use Your Own API Key (Recommended for Scale)

1. Sign up free at [app.easyparser.com/signup](https://app.easyparser.com/signup) - **100 free credits/month**, no credit card required
2. Copy your API key from the [Plan Page](https://app.easyparser.com/account/plan)
3. Paste it into the `api_key` field

***

### Input Fields

| Field | Required | Description |
|-------|----------|-------------|
| `seller_id` | Yes\* | Amazon seller ID (e.g. `AXCB29L39I26U`). You can also use `url` or the list fields below |
| `url` | Yes\* | Full Amazon seller profile or storefront URL |
| `seller_ids` | No | List of seller IDs to process in one run (bulk) |
| `urls` | No | List of seller profile URLs to process in one run (bulk) |
| `domain` | Yes | Amazon marketplace (e.g. `.com`, `.co.uk`, `.de`) |
| `min_rating` | No | Minimum star rating to include, 1 to 5 (default `1`) |
| `max_rating` | No | Maximum star rating to include, 1 to 5 (default `5`). Set to `3` to focus on negative feedback |
| `history_range` | No | Time period: `1`, `3` or `12` months, or `all` (default `all`) |
| `max_pages` | No | Feedback pages per seller, 1 to 5 (default `1`). Each page returns about 5 entries and costs 1 credit |
| `api_key` | No | Your personal Easyparser API key (shared demo key used if empty) |

***

### Example

**Input:**

```json
{
  "seller_id": "AXCB29L39I26U",
  "domain": ".com",
  "max_rating": 3,
  "history_range": "3",
  "max_pages": 2
}
```

**Output (one item per feedback entry):**

```json
{
  "seller_id": "AXCB29L39I26U",
  "seller_url": null,
  "domain": ".com",
  "position": 1,
  "rating": 1,
  "body": "Item arrived late and the box was damaged.",
  "rater": "John",
  "date": "October 13, 2026",
  "date_timestamp": 1791849600000,
  "has_response": false,
  "rater_profile_url": "https://www.amazon.com/gp/profile/amzn1.account.EXAMPLE",
  "rater_avatar": "https://m.media-amazon.com/images/S/amazon-avatars-global/default.png",
  "filter_min_rating": 1,
  "filter_max_rating": 3,
  "filter_history_range": "3",
  "has_more_pages": true
}
```

**Bulk input (many items in one run):**

```json
{
  "seller_ids": [
    "AXCB29L39I26U",
    "ALAQLAKJ574UN"
  ],
  "domain": ".com",
  "max_rating": 3
}
```

\* Provide at least one value in the single field or the list fields. Items are processed 5 at a time and each one is saved to the dataset as soon as it finishes. If an item fails, the run continues with the others and the failed items are listed in the `FAILED_ITEMS` record of the run's key-value store. When the run reaches your maximum cost per run, the remaining items are skipped.

***

### Use Cases

- **Complaint Pattern Analysis**: Pull only 1 to 3 star feedback to find recurring problems such as late delivery, wrong items, or damaged packaging
- **Seller Due Diligence**: Read what real buyers say about a supplier or reseller before working with them
- **Competitor Monitoring**: Track the latest feedback of competing sellers and spot service issues early
- **Brand Protection**: Review buyer experiences with unauthorized sellers of your products
- **Customer Service Audits**: Check how often a seller responds to negative feedback
- **Sentiment and AI Analysis**: Feed feedback text into sentiment models or LLM pipelines
- **Marketplace Research**: Compare buyer satisfaction across sellers and marketplaces

***

### Need More?

For **better pricing**, **higher limits**, and **dedicated throughput**:

- 🚀 [Sign Up Free](https://app.easyparser.com/signup) - 100 credits/month, no credit card
- 💰 [View Pricing Plans](https://easyparser.com/pricing)
- 🎮 [Try the API Playground](https://app.easyparser.com/playground)
- 📄 [Full Documentation](https://easyparser.gitbook.io/easyparser-documentation/real-time-integration/seller-feedback)

***

### Related Actors

- [Free Amazon Seller Profile Scraper](https://apify.com/easyparser/amazon-seller-profile): Seller legal identity, business address, rating, and feedback trends
- [Free Amazon Seller Products Scraper](https://apify.com/easyparser/amazon-seller-products): Product listings from any seller storefront
- [Free Amazon Product Offers Scraper](https://apify.com/easyparser/amazon-product-offers): All seller offers with pricing, Buy Box winner, and fulfillment details
- [Free Amazon Product Detail Scraper](https://apify.com/easyparser/amazon-product-detail): Full product data including title, price, ratings, images, specifications, and variants

***

### About Easyparser

[Easyparser](https://easyparser.com) is a real-time Amazon scraping API built for developers and data teams. No IP blocks, no CAPTCHAs, fast response times.

# Actor input Schema

## `seller_id` (type: `string`):

Amazon seller ID to read feedback for. Example: AXCB29L39I26U. You can also use the URL or list fields.

## `url` (type: `string`):

Full Amazon seller profile or storefront URL. Use instead of seller_id if you do not know the seller ID.

## `seller_ids` (type: `array`):

Optional list of Amazon seller IDs to process in one run, one per line. Can be combined with the single seller ID field.

## `urls` (type: `array`):

Optional list of Amazon seller profile URLs to process in one run, one per line.

## `domain` (type: `string`):

The Amazon marketplace to query.

## `min_rating` (type: `integer`):

Only return feedback with at least this many stars (1-5).

## `max_rating` (type: `integer`):

Only return feedback with at most this many stars (1-5). Set to 3 to focus on negative feedback.

## `history_range` (type: `string`):

Only return feedback from this time period.

## `max_pages` (type: `integer`):

Number of feedback pages to retrieve per seller. Each page returns about 5 entries and consumes 1 credit. Maximum is 5 pages.

## `api_key` (type: `string`):

Your personal Easyparser API key for higher request limits. Leave empty to use the shared demo key. Get your own free key at https://app.easyparser.com/signup - 100 free credits/month, no credit card required.

## Actor input object example

```json
{
  "seller_id": "AXCB29L39I26U",
  "url": "https://www.amazon.com/sp?seller=AXCB29L39I26U",
  "seller_ids": [
    "AXCB29L39I26U",
    "ALAQLAKJ574UN"
  ],
  "urls": [
    "https://www.amazon.com/sp?seller=AXCB29L39I26U"
  ],
  "domain": ".com",
  "min_rating": 1,
  "max_rating": 5,
  "history_range": "all",
  "max_pages": 1
}
```

# Actor output Schema

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

Dataset containing one item per feedback entry with star rating, comment text, rater, date, seller response flag, and the seller it belongs to.

# 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 = {
    "seller_id": "AXCB29L39I26U",
    "domain": ".com"
};

// Run the Actor and wait for it to finish
const run = await client.actor("easyparser/amazon-seller-feedback").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 = {
    "seller_id": "AXCB29L39I26U",
    "domain": ".com",
}

# Run the Actor and wait for it to finish
run = client.actor("easyparser/amazon-seller-feedback").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 '{
  "seller_id": "AXCB29L39I26U",
  "domain": ".com"
}' |
apify call easyparser/amazon-seller-feedback --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,easyparser/amazon-seller-feedback"
        }
    }
}
```

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/Bodea9UfbKAYQS7Ly/builds/XvPYD42Xv48xcr6KS/openapi.json