# Dripshop Seller Intelligence & Analytics (`scraper-tools/dripshop-seller-intelligence-analytics`) Actor

Extract seller analytics and reputation metrics from Dripshop sellers. Analyse followers, lifetime sales, ratings, activity scores, box breaks, and estimated revenue to identify top sellers and market opportunities.

- **URL**: https://apify.com/scraper-tools/dripshop-seller-intelligence-analytics.md
- **Developed by:** [Scraper Tools Labs](https://apify.com/scraper-tools) (community)
- **Categories:** E-commerce, Automation, Agents
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $10.00 / 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/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

## Dripshop Seller Intelligence

Analyse Dripshop sellers and extract structured intelligence including reputation, activity, reviews, and box break analytics.

This Actor collects seller data and calculates advanced seller metrics useful for marketplace research, competitor monitoring, and reseller analytics.

---

## Features

### Seller Profile Data
Extracts structured seller information including:

- Seller ID
- Seller slug
- Seller name
- Seller followers
- Seller lifetime sales
- Seller rating
- Seller stream count
- Seller description
- Seller location and store type

---

### Review Analytics

Calculates seller reputation metrics including:

- Review count
- Reviews analysed
- Average review rating
- Positive review ratio
- Negative review ratio

---

### Box Break Analytics

Analyses current active box breaks including:

- Active break count
- Average break price
- Sell-through rate
- Inventory utilisation

---

### Advanced Computed Metrics

The actor calculates seller intelligence metrics such as:

- Seller activity score
- Seller reputation score
- Seller tier classification
- Seller demand score
- Seller growth score
- Estimated monthly break revenue
- Estimated platform commission
- Estimated platform fees
- Estimated monthly profit estimate

These metrics help identify high-performing sellers and potential marketplace opportunities.

---

## Input

Example input:

```json
{
  "sellers": ["Rockets_Revenge"],
  "includeReviews": true,
  "maxReviewsPerSeller": 50,
  "includeBoxBreaks": true
}
````

### Parameters

| Field | Type | Description |
|------|------|-------------|
| sellers | array | List of Dripshop seller slugs |
| includeReviews | boolean | Fetch seller reviews |
| maxReviewsPerSeller | integer | Maximum number of reviews to analyse |
| includeBoxBreaks | boolean | Fetch active box breaks |

***

## Example Output

```json
{
  "sellerSlug": "Rockets_Revenge",
  "sellerFollowers": 1599,
  "sellerLifetimeSales": 28450,
  "sellerRating": 4.9,
  "sellerActivityScore": 51,
  "sellerReputationScore": 61,
  "sellerTier": "Bronze"
}
```

Results include both raw seller data and computed marketplace intelligence metrics.

***

## Use Cases

#### Marketplace Intelligence

Track seller activity and identify top-performing sellers.

#### Reseller Research

Discover profitable sellers and high-demand streams.

#### Competitor Monitoring

Analyse seller growth, reputation trends, and engagement.

#### Automated Data Pipelines

Export data into analytics tools or data warehouses.

***

## Running the Actor

### Apify Console

1. Open the Actor
2. Click **Run**
3. Enter seller slugs
4. Download results from the dataset

Results can be exported in:

- JSON
- CSV
- Excel
- XML

***

### API Example

Run the actor:

POST https://api.apify.com/v2/acts/YOUR\_ACTOR\_ID/runs

Fetch results:

GET https://api.apify.com/v2/datasets/DATASET\_ID/items

***

## Limits

Default safe limits:

- Max sellers per run: 50
- Max reviews per seller: 100
- Box breaks per seller: 10

These limits help prevent excessive API load.

***

## Roadmap

Planned improvements:

- Incremental monitoring
- Historical seller analytics
- Proxy support
- Scheduling examples
- Webhook integrations
- Seller comparison analytics

***

## Disclaimer

This Actor is an independent data extraction tool and is not affiliated with Dripshop.

## Actor input object example

```json
{}
```

# 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("scraper-tools/dripshop-seller-intelligence-analytics").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("scraper-tools/dripshop-seller-intelligence-analytics").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 scraper-tools/dripshop-seller-intelligence-analytics --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scraper-tools/dripshop-seller-intelligence-analytics",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Dripshop Seller Intelligence & Analytics",
        "description": "Extract seller analytics and reputation metrics from Dripshop sellers. Analyse followers, lifetime sales, ratings, activity scores, box breaks, and estimated revenue to identify top sellers and market opportunities.",
        "version": "0.0",
        "x-build-id": "gjDu4I0woNxqhEuNr"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraper-tools~dripshop-seller-intelligence-analytics/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraper-tools-dripshop-seller-intelligence-analytics",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraper-tools~dripshop-seller-intelligence-analytics/runs": {
            "post": {
                "operationId": "runs-sync-scraper-tools-dripshop-seller-intelligence-analytics",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraper-tools~dripshop-seller-intelligence-analytics/run-sync": {
            "post": {
                "operationId": "run-sync-scraper-tools-dripshop-seller-intelligence-analytics",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {}
            },
            "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": {
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                                        "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": {
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                                        "example": 0
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                                    "DATASET_READS": {
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                                        "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": {
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                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
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                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
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                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
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                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
