# Etsy Sellers Bulk Reviews Spider (`getdataforme/etsy-sellers-bulk-reviews-spider`) Actor

The Etsy Sellers Bulk Reviews Spider is an Apify tool designed for extracting comprehensive reviews from multiple sellers on Etsy. It enables efficient data collection with customizable limits, ensuring high-quality and accurate insights into customer feedback....

- **URL**: https://apify.com/getdataforme/etsy-sellers-bulk-reviews-spider.md
- **Developed by:** [GetDataForMe](https://apify.com/getdataforme) (community)
- **Categories:** AI, Automation, E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $9.00 / 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.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

---

## README.md

### Etsy Sellers Bulk Reviews Spider

#### Introduction

The **Etsy Sellers Bulk Reviews Spider** is a powerful tool designed to extract comprehensive reviews from multiple sellers on Etsy. This Apify Actor enables users to gather valuable insights into customer feedback, helping businesses understand market trends and improve their offerings.

#### Features

- **Bulk Data Extraction**: Efficiently scrape reviews for multiple keywords or sellers.
- **High-Quality Data**: Ensures reliable and accurate data collection with minimal errors.
- **Customizable Limits**: Set specific limits on the number of items to scrape per run.
- **Flexible Configuration**: Easy-to-use input parameters for tailored scraping needs.
- **Seamless Integration**: Export results in various formats like JSON, CSV, or Excel.

#### Input Parameters

| Parameter   | Type    | Required | Description                                                                                       | Example           |
|-------------|---------|----------|---------------------------------------------------------------------------------------------------|-------------------|
| Keywords    | array   | No       | The keywords for the spider.                                                                      | `["WhisperingAurora"]` |
| Limit       | integer | No       | The limit for the spider.                                                                         | `100`             |
| item_limit  | integer | No       | Maximum items to scrape per actor run. Set to 0 for no limit.                                      | `10`              |

#### Example Usage

##### Input JSON
```json
{
  "Keywords": ["WhisperingAurora"],
  "Limit": 100,
  "item_limit": 10
}
````

##### Output JSON

```json
[
  {
    "receipt_id": 4078342676,
    "buyer_real_name": "Alexis Sampaga",
    "listing_image_url": "https://i.etsystatic.com/238/0/53197298/il_300x300.6110602354_3xh0.jpg",
    "listing_title": "Handmade The Heart of the Ocean Opal Pendant Necklace, Gift Jewelry, Romantic Gift, Gemstone Pendant, Handcraft Wave Pendant, Gift for her",
    "listing_review": "this is the most beautiful piece of jewelry I have ever purchased and I will be buying again, like very often! pendant is like a piece of pure water and light magic!",
    "formatted_date": "2026-06-22 04:00:35",
    "response": null,
    "rating": 5,
    "buyer_casual_name_or_login_name": "Alexis Sampaga",
    "buyer_is_active": true,
    "buyer_is_guest": false,
    "buyer_is_name_withheld": false,
    "actor_id": "a39VskPlS5VaMIONt",
    "run_id": "mZUaCQGeENYTfb3LI"
  },
  {
    "receipt_id": 4065904335,
    "buyer_real_name": null,
    "listing_image_url": "https://i.etsystatic.com/227/0/53197298/il_300x300.6270168332_q2lt.jpg",
    "listing_title": "Handmade dragon scale purple gold Bracelet, gift, Dragon bangle, charming jewelry, Birthday gifts, Special gifts, Customized Size, Handcraft",
    "listing_review": "This bracelet is just as beautiful in person as in the pictures!",
    "formatted_date": "2026-06-18 12:59:57",
    "response": null,
    "rating": 5,
    "buyer_casual_name_or_login_name": "cheapgirl",
    "buyer_is_active": true,
    "buyer_is_guest": false,
    "buyer_is_name_withheld": false,
    "actor_id": "a39VskPlS5VaMIONt",
    "run_id": "mZUaCQGeENYTfb3LI"
  },
  {
    "receipt_id": 4063952523,
    "buyer_real_name": "Cetto",
    "listing_image_url": "https://i.etsystatic.com/239/1/53197298/il_300x300.6489875303_15i1.jpg",
    "listing_title": "Handmade Reversible Blue Ocean Opal Glass Pendant Necklace, Heart of the Ocean Jewelry, Gift for Her, Double Opal, Sea Waves Necklace",
    "listing_review": "Wow. In foto non rende ma al sole è stupendo",
    "formatted_date": "2026-06-16 22:12:38",
    "response": null,
    "rating": 5,
    "buyer_casual_name_or_login_name": "Cetto",
    "buyer_is_active": true,
    "buyer_is_guest": false,
    "buyer_is_name_withheld": false,
    "actor_id": "a39VskPlS5VaMIONt",
    "run_id": "mZUaCQGeENYTfb3LI"
  }
]
```

#### Use Cases

- **Market Research and Analysis**: Gain insights into customer preferences and trends.
- **Competitive Intelligence**: Monitor competitor reviews to identify strengths and weaknesses.
- **Price Monitoring**: Track pricing strategies through customer feedback.
- **Content Aggregation**: Compile reviews for content creation or analysis.
- **Academic Research**: Use data for studies on consumer behavior and market dynamics.
- **Business Automation**: Automate review collection for continuous business insights.

#### Installation and Usage

1. Search for "Etsy Sellers Bulk Reviews Spider" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters as needed.
4. Click "Start" to begin extraction.
5. Monitor progress in the log.
6. Export results in your preferred format (JSON, CSV, Excel).

#### Output Format

The output is a JSON array containing review objects with fields such as `receipt_id`, `buyer_real_name`, `listing_image_url`, `listing_title`, `listing_review`, `formatted_date`, `response`, `rating`, `buyer_casual_name_or_login_name`, `buyer_is_active`, `buyer_is_guest`, `buyer_is_name_withheld`, `actor_id`, and `run_id`. Each field provides specific details about the review, allowing for comprehensive analysis.

#### Error Handling

The Actor is designed to handle common errors gracefully. If an error occurs during scraping, it will be logged in the Apify Console. Users can review these logs to identify issues such as network problems or changes in Etsy's page structure. For persistent issues, contact support via email at `support@getdataforme.com` with "custom support" in the subject line.

#### Rate Limiting and Best Practices

To avoid being rate-limited by Etsy, it is recommended to:

- Use a moderate number of keywords.
- Set reasonable limits on items per run.
- Monitor logs for any signs of throttling or blocking.
- Spread out runs over time if scraping large datasets.

#### Limitations and Considerations

- The Actor may not capture reviews that are hidden due to Etsy's privacy settings.
- Changes in Etsy's website structure can affect data extraction accuracy.
- Ensure compliance with Etsy's terms of service when using the Actor for data collection.

### Support

For custom/simplified outputs or bug reports, please contact:

- Email: support@getdataforme.com
- Subject line: "custom support"
- Contact form: [Contact Us](https://getdataforme.com/contact/)

We're here to help you get the most out of this Actor!

# Actor input Schema

## `Keywords` (type: `array`):

The keywords for the spider.

## `Limit` (type: `integer`):

The limit for the spider.

## `item_limit` (type: `integer`):

Maximum items to scrape per actor run. Set to 0 for no limit.

## Actor input object example

```json
{
  "Keywords": [
    "WhisperingAurora"
  ],
  "Limit": 100,
  "item_limit": 10
}
```

# Actor output Schema

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

Scraped data items from dataset

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("getdataforme/etsy-sellers-bulk-reviews-spider").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("getdataforme/etsy-sellers-bulk-reviews-spider").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{}' |
apify call getdataforme/etsy-sellers-bulk-reviews-spider --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=getdataforme/etsy-sellers-bulk-reviews-spider",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Etsy Sellers Bulk Reviews Spider",
        "description": "The Etsy Sellers Bulk Reviews Spider is an Apify tool designed for extracting comprehensive reviews from multiple sellers on Etsy. It enables efficient data collection with customizable limits, ensuring high-quality and accurate insights into customer feedback....",
        "version": "0.0",
        "x-build-id": "fI0pqH7tADLCvVuRj"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/getdataforme~etsy-sellers-bulk-reviews-spider/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-getdataforme-etsy-sellers-bulk-reviews-spider",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/getdataforme~etsy-sellers-bulk-reviews-spider/runs": {
            "post": {
                "operationId": "runs-sync-getdataforme-etsy-sellers-bulk-reviews-spider",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/getdataforme~etsy-sellers-bulk-reviews-spider/run-sync": {
            "post": {
                "operationId": "run-sync-getdataforme-etsy-sellers-bulk-reviews-spider",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "Keywords": {
                        "title": "Keywords",
                        "type": "array",
                        "description": "The keywords for the spider.",
                        "default": [
                            "WhisperingAurora"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "Limit": {
                        "title": "Limit",
                        "minimum": 1,
                        "type": "integer",
                        "description": "The limit for the spider.",
                        "default": 100
                    },
                    "item_limit": {
                        "title": "Item limit",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum items to scrape per actor run. Set to 0 for no limit.",
                        "default": 10
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
