# Jumia Multi-Country Price Intelligence (`headply/jumia-price-intelligence`) Actor

Extract product data from Jumia across 11 African countries. Prices, discounts, ratings, seller info, and full product details.

- **URL**: https://apify.com/headply/jumia-price-intelligence.md
- **Developed by:** [Mayowa Ogedengbe](https://apify.com/headply) (community)
- **Categories:** E-commerce, Lead generation, Automation
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 product 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

## Jumia Multi-Country Price Intelligence

**Monitor prices, discounts, and product data across Jumia's 11 African country stores — in one run.**

- Extract prices, ratings, seller info, and full specs from any Jumia search
- Cover Nigeria, Kenya, Egypt, Ghana, Uganda, Morocco, Tunisia, Tanzania, Côte d'Ivoire, Senegal, and Algeria
- Built for brands, dropshippers, market researchers, and price intelligence platforms
- Fast and cost-efficient: search-only mode scrapes 100 products for under $0.10

---

### 📦 What data you get

#### Search-only mode (default)

```json
{
  "country": "ng",
  "countryName": "Nigeria",
  "currency": "NGN",
  "keyword": "laptop",
  "name": "HP EliteBook 845 G8- Ryzen 5 Pro 5650U/ 11TH GEN — 16GB RAM/256GB SSD WIN 11 PRO",
  "currentPrice": 495000.0,
  "originalPrice": 750000.0,
  "discount": 34,
  "rating": 3.9,
  "reviewCount": 15,
  "sellerName": null,
  "imageUrl": "https://ng.jumia.is/unsafe/fit-in/300x300/filters:fill(white)/product/...",
  "productUrl": "https://www.jumia.com.ng/hp-elitebook-845-g8-...-291311780.html",
  "sku": "291311780",
  "isSponsored": false,
  "badges": [],
  "scrapedAt": "2026-04-08T12:00:00Z"
}
````

#### Detail mode (`scrapeDetails: true`) — all fields above, plus:

```json
{
  "description": "Operating system: Chrome | Processor: Intel Celeron N2846 | ...",
  "specifications": {
    "Brand": "HP",
    "SKU": "HP246CL7M8OZENAFAMZ",
    "Weight (kg)": "1.1kg",
    "Main Material": "Plastic"
  },
  "allImages": [
    "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/60/6204104/1.jpg",
    "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/60/6204104/2.jpg"
  ],
  "deliveryInfo": "+ shipping from ₦ 1,500 to LEKKI-AJAH",
  "returnPolicy": "Free return within 7 days for ALL eligible items",
  "sellerName": "Genius gadget",
  "sellerRating": 60,
  "stockStatus": "In stock",
  "categoryBreadcrumb": "Computing > Computers > Laptops & Desktops > Laptops > Traditional Laptops"
}
```

***

### 🌍 Supported countries

| Country | Code | Currency | Domain |
|---------|------|----------|--------|
| Nigeria | `ng` | NGN | jumia.com.ng |
| Kenya | `ke` | KES | jumia.co.ke |
| Egypt | `eg` | EGP | jumia.com.eg |
| Ghana | `gh` | GHS | jumia.com.gh |
| Uganda | `ug` | UGX | jumia.co.ug |
| Côte d'Ivoire | `ci` | XOF | jumia.ci |
| Morocco | `ma` | MAD | jumia.ma |
| Tunisia | `tn` | TND | jumia.com.tn |
| Tanzania | `tz` | TZS | jumia.co.tz |
| Senegal | `sn` | XOF | jumia.sn |
| Algeria | `dz` | DZD | jumia.dz |

***

### 🚀 How to use

#### In the Apify Console

1. Go to your Apify Console and open this actor.
2. Click **Input** and fill in the form:
   - **Search keyword**: e.g. `samsung galaxy`
   - **Countries**: select one or more from the dropdown
   - **Max results per country**: e.g. `200`
   - **Scrape detail pages**: enable for full specs (slower)
3. Click **Start**.
4. When the run finishes, open the **Dataset** tab to preview or download as JSON/CSV/XLSX.

#### Via API

```bash
curl -X POST \
  "https://api.apify.com/v2/acts/YOUR_USERNAME~jumia-price-intelligence/runs" \
  -H "Content-Type: application/json" \
  -d '{
    "searchKeyword": "laptop",
    "countries": ["ng", "ke", "gh"],
    "maxResults": 200,
    "scrapeDetails": false
  }' \
  -H "Authorization: Bearer YOUR_API_TOKEN"
```

#### Local development

```bash
cd jumia-price-intelligence
pip install -r requirements.txt

## Create a test input file
cat > INPUT.json << 'EOF'
{
  "searchKeyword": "laptop",
  "countries": ["ng"],
  "maxResults": 50,
  "scrapeDetails": false
}
EOF

APIFY_IS_AT_HOME=0 python -m src.main
```

***

### ⚙️ Input parameters

| Parameter | Type | Required | Default | Description |
|-----------|------|----------|---------|-------------|
| `searchKeyword` | string | Yes | — | Product search term |
| `countries` | string\[] | No | `["ng"]` | Country codes to scrape |
| `maxResults` | integer | No | `100` | Max products per country (1–2000) |
| `scrapeDetails` | boolean | No | `false` | Visit each product page for full data |
| `minPrice` | number | No | — | Minimum price filter (local currency) |
| `maxPrice` | number | No | — | Maximum price filter (local currency) |
| `proxyConfiguration` | object | No | Residential | Apify proxy settings |

***

### 📊 Output schema

| Field | Type | Description |
|-------|------|-------------|
| `country` | string | ISO country code (`ng`, `ke`, etc.) |
| `countryName` | string | Full country name |
| `currency` | string | ISO currency code (`NGN`, `KES`, etc.) |
| `keyword` | string | Search keyword used |
| `name` | string | Product title |
| `currentPrice` | number | Current selling price |
| `originalPrice` | number|null | Pre-discount price |
| `discount` | integer|null | Discount percentage |
| `rating` | number|null | Average star rating (0–5) |
| `reviewCount` | integer|null | Number of customer reviews |
| `sellerName` | string|null | Seller or brand name |
| `imageUrl` | string | Main product image URL |
| `productUrl` | string | Full Jumia product page URL |
| `sku` | string | Jumia product SKU / ID |
| `isSponsored` | boolean | Whether the listing is a paid ad |
| `badges` | string\[] | Labels on the listing (e.g. "Official Store") |
| `scrapedAt` | string | ISO 8601 UTC timestamp |
| `description` | string | Key features text *(detail mode only)* |
| `specifications` | object | Spec key-value pairs *(detail mode only)* |
| `allImages` | string\[] | All product image URLs *(detail mode only)* |
| `deliveryInfo` | string | Delivery text *(detail mode only)* |
| `returnPolicy` | string | Return policy text *(detail mode only)* |
| `sellerRating` | integer|null | Seller score % *(detail mode only)* |
| `stockStatus` | string | Stock availability *(detail mode only)* |
| `categoryBreadcrumb` | string | Category path *(detail mode only)* |

***

### 💼 Use cases

**Brands & manufacturers** — track your own products and competitors across African markets. Identify pricing gaps and unauthorised discounts instantly.

**Dropshippers** — find high-margin products with strong ratings. Compare prices across countries to identify the cheapest sourcing market.

**Market researchers** — build category-level price indices, monitor inflationary trends, and produce competitive landscape reports.

**Price intelligence platforms** — integrate via API into dashboards and alerting systems. The structured JSON output is ready for ingestion into any data pipeline.

**E-commerce aggregators** — power product comparison engines covering Africa's largest e-commerce platform.

***

### 💰 Pricing

This actor uses **Pay Per Event** (PPE) pricing — you are charged only for results produced.

| Volume | Cost per 1,000 results |
|--------|----------------------|
| All tiers | ~$3.00 |

A typical run of 100 products from one country costs **under $0.10** in compute time and results charges.

***

### 💡 Tips for best results

- **Use specific keywords** — "samsung galaxy a55" returns better quality data than "phone".
- **Start without detail mode** — enable `scrapeDetails` only when you need specs or images; it's 5–10x slower.
- **Use price filters** — `minPrice`/`maxPrice` reduce noise and keep you within your budget.
- **Multi-country in one run** — passing `["ng","ke","gh"]` in a single run is more efficient than three separate runs.
- **Residential proxies** — the default proxy setting should work. If you see empty results, switch to residential proxies in the proxy configuration.
- **Schedule regular runs** — use the Apify scheduler to run daily or weekly for price trend monitoring.

***

### ⚠️ Limitations

- **2,000 results per country per query** — this is a hard limit imposed by Jumia's search pagination (max 40 pages × 50 products). For broader coverage, split your keyword into multiple specific terms.
- **Dynamic content** — Jumia's image URLs use lazy loading; the actor captures the `data-src` attribute for actual image URLs.
- **Rate limiting** — the actor uses polite delays (1–3 seconds) between requests to avoid blocks. Very large runs may occasionally encounter CAPTCHAs; residential proxies mitigate this.
- **Prices in local currencies** — each country returns prices in its own currency. Currency conversion is not performed; compare using your own FX rates.
- **Detail page availability** — some product detail pages may have different layouts (Jumia frequently A/B tests its UI). The actor handles parser failures gracefully, falling back to search-result data.

***

### 📋 Changelog

#### v1.0.0 — April 2026

- Initial release
- Support for 11 Jumia country sites
- Search results and product detail page scraping
- Price filtering, pagination, and multi-country support
- Pay Per Event pricing model

***

### 🛠️ Support

Found a bug or selector stopped working? Jumia regularly updates its HTML structure.

- Open an issue on the Apify Store actor page
- Email the developer directly via your Apify account

Pull requests and selector updates are welcome.

# Actor input Schema

## `searchKeyword` (type: `string`):

Product search term, e.g. 'laptop', 'samsung phone', 'nike shoes'.

## `countries` (type: `array`):

List of Jumia country codes to scrape. Supported: ng, ke, eg, gh, ug, ci, ma, tn, tz, sn, dz.

## `maxResults` (type: `integer`):

Maximum number of products to return per country. Jumia hard-limits search results to 2,000 per query.

## `scrapeDetails` (type: `boolean`):

When enabled, the actor visits each product page to extract full specifications, description, images, and seller info. Slower and more expensive — disable for bulk price monitoring.

## `minPrice` (type: `number`):

Only return products at or above this price (in local currency). Leave blank to disable.

## `maxPrice` (type: `number`):

Only return products at or below this price (in local currency). Leave blank to disable.

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

Apify Proxy configuration. Datacenter proxies are sufficient for Jumia. Leave at default unless you experience blocks.

## Actor input object example

```json
{
  "searchKeyword": "laptop",
  "countries": [
    "ng",
    "ke",
    "gh"
  ],
  "maxResults": 100,
  "scrapeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# 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("headply/jumia-price-intelligence").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("headply/jumia-price-intelligence").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 headply/jumia-price-intelligence --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Jumia Multi-Country Price Intelligence",
        "description": "Extract product data from Jumia across 11 African countries. Prices, discounts, ratings, seller info, and full product details.",
        "version": "1.0",
        "x-build-id": "OybSsdDuKUu8OgN79"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/headply~jumia-price-intelligence/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-headply-jumia-price-intelligence",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/headply~jumia-price-intelligence/runs": {
            "post": {
                "operationId": "runs-sync-headply-jumia-price-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/headply~jumia-price-intelligence/run-sync": {
            "post": {
                "operationId": "run-sync-headply-jumia-price-intelligence",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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",
                "required": [
                    "searchKeyword"
                ],
                "properties": {
                    "searchKeyword": {
                        "title": "Search keyword",
                        "type": "string",
                        "description": "Product search term, e.g. 'laptop', 'samsung phone', 'nike shoes'."
                    },
                    "countries": {
                        "title": "Countries to scrape",
                        "type": "array",
                        "description": "List of Jumia country codes to scrape. Supported: ng, ke, eg, gh, ug, ci, ma, tn, tz, sn, dz.",
                        "default": [
                            "ng"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max results per country",
                        "minimum": 1,
                        "maximum": 2000,
                        "type": "integer",
                        "description": "Maximum number of products to return per country. Jumia hard-limits search results to 2,000 per query.",
                        "default": 100
                    },
                    "scrapeDetails": {
                        "title": "Scrape product detail pages",
                        "type": "boolean",
                        "description": "When enabled, the actor visits each product page to extract full specifications, description, images, and seller info. Slower and more expensive — disable for bulk price monitoring.",
                        "default": false
                    },
                    "minPrice": {
                        "title": "Minimum price filter",
                        "type": "number",
                        "description": "Only return products at or above this price (in local currency). Leave blank to disable."
                    },
                    "maxPrice": {
                        "title": "Maximum price filter",
                        "type": "number",
                        "description": "Only return products at or below this price (in local currency). Leave blank to disable."
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy configuration. Datacenter proxies are sufficient for Jumia. Leave at default unless you experience blocks.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```