# Singapore MOH Healthcare Professionals Register Scraper (`scrapers_lat/singapore-moh-health-professionals-scraper`) Actor

Verify registered healthcare professionals on Singapore's MOH public register: doctors, nurses, pharmacists, dentists and TCM practitioners. Extract name, registration number, qualifications, practising certificate dates and place of practice. Export to JSON, CSV or Excel.

- **URL**: https://apify.com/scrapers\_lat/singapore-moh-health-professionals-scraper.md
- **Developed by:** [Scrapers Lat](https://apify.com/scrapers_lat) (community)
- **Categories:** Business, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

<!-- actor-banner -->
[![Singapore MOH Healthcare Professionals Register Scraper](https://scrapers.lat/banners/singapore-moh-health-professionals-scraper.png)](https://console.apify.com/actors/ffX8KBtH922G2MRNQ/input)
<!-- /actor-banner -->

## Singapore MOH Healthcare Professionals Register Scraper

> Verify and extract registered healthcare professionals from Singapore's official MOH public register: doctors, nurses, pharmacists, dentists, TCM practitioners, allied health and optometrists across all seven professional boards. No login, no API key.

![Apify](https://img.shields.io/badge/Platform-Apify-1CE1CE?logo=apify&logoColor=white)
![Coverage](https://img.shields.io/badge/Coverage-Singapore-blue)
![Maintained](https://img.shields.io/badge/Maintained-Yes-brightgreen)
![Output](https://img.shields.io/badge/Output-JSON%20%7C%20CSV%20%7C%20Excel-orange)

<table><tr>
<td align="center"><strong>7 registers</strong><br>one actor</td>
<td align="center"><strong>Singapore</strong><br>coverage</td>
<td align="center"><strong>JSON / CSV / Excel</strong><br>output formats</td>
<td align="center"><strong>Updated</strong><br>2026-07-01</td>
</tr></table>

<br>

### What you get

One record per registered professional, straight from the official public register maintained by the Singapore Ministry of Health boards. Built for credential verification, KYC, recruiting and market research.

- **name**: the professional's full registered name
- **registrationNo**: the official registration number (for example M70629I, N1700749H)
- **professionType**: doctor, nurse, pharmacist, dentist, TCM practitioner, allied health professional or optometrist
- **typeOfRegister\***: the sub-register or category (for example Medical Professional, Occupational Therapist, Acupuncturist)
- **registrationType\***: the current registration type (for example Full Registration, Conditional Registration, Registered Nurse)
- **registrationStartDate\***: the date the current registration took effect
- **registrationEndDate\***: the registration end date when the register exposes one
- **practiceStatus\***: the practice status when published (for example Active)
- **practisingCertStartDate\***: start date of the current practising certificate
- **practisingCertEndDate\***: expiry date of the current practising certificate
- **firstRegistrationType\***: the first registration type for doctors (for example Provisional Registration)
- **firstRegistrationDate\***: the date of first registration for doctors
- **qualifications\***: array of degrees with qualification, institution, country and year
- **placesOfPractice\***: array of practice places with name, address and telephone
- **observedAt**: when this record was collected

*\*These fields only appear when Fetch full details is set to true.*

### Who is it for

| Use case | Who benefits |
|---|---|
| Verify a doctor or nurse is registered and holds a valid practising certificate | Hospitals, clinics, insurers, KYC and compliance teams |
| Confirm credentials and qualifications before hiring | Healthcare recruiters and locum agencies |
| Build a directory of pharmacists, dentists or allied health professionals | Health tech and directory builders |
| Check practising certificate validity dates | Medical indemnity and credentialing teams |
| Size a profession or map providers by place of practice | Market researchers and analysts |

### Frequently Asked Questions

**Which registers does it cover?**
All seven public professional registers under the Singapore Ministry of Health: the Singapore Medical Council (doctors), Singapore Nursing Board (nurses and midwives), Singapore Pharmacy Council (pharmacists), Singapore Dental Council (dentists and oral health therapists), the TCM Practitioners Board, the Allied Health Professions Council and the Optometrists and Opticians Board. Pick one register per run.

**Do I have to enter a name?**
Yes. The public register cannot be listed blank, so a search name is required. Enter a full or partial name (for example "tan" or "lee wei") and the scraper returns every matching professional. A common surname like "tan" returns thousands of doctors and nurses.

**How many results can I get?**
As many as the register returns for your search, capped by Max Items. The scraper pages through the full result set automatically, so a broad name can yield hundreds or thousands of records.

**What extra data does Fetch full details add?**
It opens each professional's record to add registration type and dates, practising certificate validity, qualifications with institution and year, practice status and place of practice. Turn it off for a faster run that returns only the name, registration number and register category.

**What happens if a professional has no qualifications or practice place listed?**
Some registers do not publish qualifications or a place of practice for every professional. Those fields are simply omitted from that record rather than returned empty, so every record stays clean.

<!-- example-tasks -->
### Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

- [Verify Singapore Doctors Named Tan on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-doctors-surname-tan): Look up registered doctors named Tan on the Singapore Medical Council register to verify credentials and practising certificate status.
- [Verify Singapore Nurses Named Lim on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-nurses-surname-lim): Find registered nurses and midwives named Lim on the Singapore Nursing Board register for credential and licence checks.
- [Verify Singapore Pharmacists Named Lee on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-pharmacists-surname-lee): Search Singapore Pharmacy Council records for pharmacists named Lee to confirm registration and practising certificate validity.
- [Verify Singapore Dentists Named Tan on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-dentists-surname-tan): Look up dentists named Tan on the Singapore Dental Council register to verify credentials before hiring or referral.
- [Verify Singapore TCM Practitioners Named Wong on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-tcm-practitioners-surname-wong): Find registered TCM practitioners named Wong on the TCM Practitioners Board register for acupuncturist and physician verification.
- [Verify Singapore Allied Health Professionals Named Ng](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-allied-health-surname-ng): Search the Allied Health Professions Council register for professionals named Ng, including therapists and radiographers, to confirm registration.
- [Verify Singapore Optometrists and Opticians Named Lee](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-optometrists-surname-lee): Look up optometrists and opticians named Lee on the Optometrists and Opticians Board register to verify credentials.
- [Verify Singapore Doctors Named Kumar on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-doctors-surname-kumar): Search the Singapore Medical Council register for doctors named Kumar to confirm registration and practising certificate status.
- [Verify Singapore Nurses Named Tan on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-nurses-surname-tan): Find registered nurses named Tan on the Singapore Nursing Board register for fast licence and credential verification.
- [Verify Singapore Pharmacists Named Lim on MOH Register](https://apify.com/scrapers_lat/singapore-moh-health-professionals-scraper/examples/verify-singapore-pharmacists-surname-lim): Look up pharmacists named Lim on the Singapore Pharmacy Council register to check registration and practising certificate validity.

<!-- /example-tasks -->

<!-- x402 -->
### Export, API and AI agents (x402 + MCP)

Export the scraped data to **JSON, CSV or Excel**, pull it as a **dataset** through the Apify **API**, or wire it into your app with **no code**. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on **x402**, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an **MCP** tool inside Claude, Cursor and other AI clients out of the box. Learn more about [x402 agentic payments on Apify](https://docs.apify.com/platform/integrations/x402).
<!-- /x402 -->

<!-- related-actors -->
### Related scrapers

Need data from the same space? Here are other scrapers we build and maintain:

- [NPPES NPI Provider Scraper](https://apify.com/scrapers_lat/nppes-npi-scraper): US healthcare provider registry with NPI, taxonomy and practice address.
- [Sunbiz Florida Business Registry Scraper](https://apify.com/scrapers_lat/sunbiz-florida-scraper): Florida company records with officers, status and filing dates for KYC.
- [SAM.gov Federal Contract Opportunities Scraper](https://apify.com/scrapers_lat/sam-gov-opportunities-scraper): US federal contract opportunities by agency and NAICS.
- [CanadaBuys Tender Opportunities Scraper](https://apify.com/scrapers_lat/canadabuys-tenders-scraper): Canadian government tender notices with buyer, category and closing date.
- [EU TED Tenders & Procurement Scraper](https://apify.com/scrapers_lat/eu-ted-tenders-scraper): European public procurement notices from TED.
- [Colombia SECOP Scraper](https://apify.com/scrapers_lat/colombia-secop-scraper): Colombian public contracts with entity, supplier and value.

<!-- /related-actors -->

<!-- scrapers-lat-cta -->
### More scrapers at scrapers.lat

This actor is built and maintained by [scrapers.lat](https://scrapers.lat), where we publish scrapers for public platforms across the world: real estate, jobs, e-commerce, company registries and government data. Browse the full catalog, see live sample output for each one, or ask us for a custom scraper at [scrapers.lat](https://scrapers.lat).

---

> This actor is an independent tool and has no affiliation with the Singapore Ministry of Health, the Singapore Medical Council, the Singapore Nursing Board, the Singapore Pharmacy Council, the Singapore Dental Council or any other professional board. It only accesses data that is published openly on the public professional register. Use it in accordance with the register's terms.
<!-- /scrapers-lat-cta -->

# Actor input Schema

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

Maximum number of professionals to collect. Optional.
## `withDetails` (type: `boolean`):

When on, open each professional's record to add registration type and dates, practising certificate validity, qualifications and place of practice. When off, only the name, registration number and register type are returned (faster).
## `council` (type: `string`):

Which MOH professional register to search.
## `searchName` (type: `string`):

Full or partial name of the professional to search (for example "tan", "lee wei"). Required: the register cannot be listed blank.

## Actor input object example

```json
{
  "maxItems": 10,
  "withDetails": true,
  "council": "doctors",
  "searchName": "tan"
}
````

# Actor output Schema

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

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "maxItems": 10,
    "searchName": "tan"
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapers_lat/singapore-moh-health-professionals-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "maxItems": 10,
    "searchName": "tan",
}

# Run the Actor and wait for it to finish
run = client.actor("scrapers_lat/singapore-moh-health-professionals-scraper").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 '{
  "maxItems": 10,
  "searchName": "tan"
}' |
apify call scrapers_lat/singapore-moh-health-professionals-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=scrapers_lat/singapore-moh-health-professionals-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Singapore MOH Healthcare Professionals Register Scraper",
        "description": "Verify registered healthcare professionals on Singapore's MOH public register: doctors, nurses, pharmacists, dentists and TCM practitioners. Extract name, registration number, qualifications, practising certificate dates and place of practice. Export to JSON, CSV or Excel.",
        "version": "0.1",
        "x-build-id": "TxWDNhy0ssVDPM7ge"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapers_lat~singapore-moh-health-professionals-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapers_lat-singapore-moh-health-professionals-scraper",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scrapers_lat~singapore-moh-health-professionals-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapers_lat-singapore-moh-health-professionals-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scrapers_lat~singapore-moh-health-professionals-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapers_lat-singapore-moh-health-professionals-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "searchName"
                ],
                "properties": {
                    "maxItems": {
                        "title": "Max Items",
                        "minimum": 1,
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Maximum number of professionals to collect. Optional."
                    },
                    "withDetails": {
                        "title": "Fetch full details",
                        "type": "boolean",
                        "description": "When on, open each professional's record to add registration type and dates, practising certificate validity, qualifications and place of practice. When off, only the name, registration number and register type are returned (faster).",
                        "default": true
                    },
                    "council": {
                        "title": "Profession / register",
                        "enum": [
                            "doctors",
                            "nurses",
                            "pharmacists",
                            "dentists",
                            "tcm",
                            "allied_health",
                            "optometrists"
                        ],
                        "type": "string",
                        "description": "Which MOH professional register to search.",
                        "default": "doctors"
                    },
                    "searchName": {
                        "title": "Search name",
                        "type": "string",
                        "description": "Full or partial name of the professional to search (for example \"tan\", \"lee wei\"). Required: the register cannot be listed blank."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
