# Singapore Company Data — ACRA Registry & GeBIZ Tenders (`inexhaustible_glass/singapore-company-data`) Actor

- **URL**: https://apify.com/inexhaustible\_glass/singapore-company-data.md
- **Developed by:** [Hitman studio](https://apify.com/inexhaustible_glass) (community)
- **Categories:** Business, Lead generation, AI
- **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $30.00 / 1,000 result (company or tender)s

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

Learn more: https://docs.apify.com/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

## 🇸🇬 Singapore Company Data Scraper — ACRA Registry & GeBIZ Government Tenders

**The most complete Singapore business data scraper on Apify.** Search **2.1M+ companies** from the official **ACRA** corporate registry *and* every **GeBIZ government tender** — in one actor. Get UEN, company status, incorporation date, **SSIC industry**, registered address, officers, auditors and former names, plus **who won government contracts and for how much**.

> ✅ **Official source, no blocks.** All data comes straight from **data.gov.sg** (the Singapore government open-data API) — **no API key, no captcha, no BizFile+ login, no IP blocks.**

### 🔗 Unique: ACRA ↔ GeBIZ cross-linking (no other actor does this)

- **Tender → supplier profile:** every government tender is automatically enriched with the **winning supplier's full ACRA company profile** — UEN, status, industry, incorporation date and address. No more "who is this supplier?"
- **Company → government contracts:** every company can be flagged with **whether it wins government contracts**, how many, the **total SGD awarded** and which agencies. Instantly find companies with government budget — a premium sales-intelligence signal.

### ⚡ What this scraper does

- 🏢 **ACRA company search** — search 2.1M+ Singapore entities by **name** or exact **UEN**
- 🏛️ **GeBIZ government tenders** — 18,000+ awarded tenders since FY2020 (agency, supplier, amount)
- 🔎 **Powerful filters** — by **SSIC industry code**, company **status**, entity type, **incorporation date** (great for fresh leads), tender amount, agency & supplier
- 🧾 **50+ clean fields per record** — far more than any other Singapore actor
- 🌐 **Industry auto-labelling** — derives a readable industry from the SSIC code even when the raw data leaves it blank
- 📥 **CSV + JSON output** — ready for CRM import, lead lists and dashboards
- 🚀 No API key, no login, official government data

### 🎯 Perfect for

- **KYB / KYC & AML** — verify Singapore companies, UEN, status & directors for onboarding
- **Due diligence & compliance** — M&A, vendor verification, sanctions cross-referencing
- **B2B lead generation** — build targeted lists by industry, area or incorporation date
- **Sales intelligence** — find companies that just won government contracts (they have budget)
- **Market & competitor research** — map an industry by SSIC code
- **Journalism & investigations** — shell-company and beneficial-ownership tracking

### 📋 Input

| Field | Type | Description |
|---|---|---|
| `mode` | select | `companies` (ACRA), `tenders` (GeBIZ), or `both` |
| `query` | string | Company **name** keyword (e.g. `GRAB`) or exact **UEN** (e.g. `201222788K`) |
| `maxResults` | integer | How many records to return (1–5000) |
| `entityStatus` | select | `Any`, `Live/Registered` (active only), or `Terminated` |
| `entityType` | string | Filter by entity type, e.g. `Company`, `Sole Proprietorship`, `LLP` |
| `ssicCode` | string | SSIC industry code prefix, e.g. `62` (IT), `56` (F&B), `47` (retail) |
| `incorporatedAfter` / `incorporatedBefore` | string | Date range `YYYY-MM-DD` — filter for newly-registered companies |
| `onlyWithAddress` | boolean | Keep only companies with a registered address |
| `tenderQuery` | string | Keyword for tender descriptions (e.g. `software`) |
| `tenderAgency` / `tenderSupplier` | string | Filter tenders by agency or winning supplier |
| `minAwardAmount` | integer | Minimum awarded amount in SGD |
| `awardedAfter` | string | Tender awarded on/after `YYYY-MM-DD` |

#### Example input

```json
{
  "mode": "companies",
  "query": "technology",
  "entityStatus": "Live/Registered",
  "ssicCode": "62",
  "incorporatedAfter": "2024-01-01",
  "maxResults": 500
}
````

### 📤 Output — company (ACRA)

```json
{
  "uen": "201222788K",
  "entity_name": "EXAMPLE TECH PTE. LTD.",
  "former_names": ["OLD NAME PTE LTD"],
  "entity_type": "Local Company",
  "company_type": "Private Company Limited by Shares",
  "status": "Live Company",
  "is_active": true,
  "registration_incorporation_date": "2012-09-15",
  "age_years": 13.8,
  "annual_return_date": "2024-12-08",
  "industry": "Information Technology / Software",
  "primary_ssic_code": "62021",
  "primary_ssic_description": "Information Technology / Software",
  "secondary_ssic_code": "46900",
  "no_of_officers": 3,
  "audit_firms": [{ "name": "EXAMPLE LLP", "uen": "T08LL1234A" }],
  "address": "52 RACE COURSE ROAD, Singapore 218563",
  "postal_code": "218563",
  "source": "ACRA (data.gov.sg)",
  "record_type": "company"
}
```

### 📤 Output — government tender (GeBIZ)

```json
{
  "tender_no": "ACR000ETT21000004",
  "tender_description": "APPLICATION SOFTWARE MAINTENANCE AND SUPPORT ...",
  "agency": "Accounting And Corporate Regulatory Authority",
  "supplier_name": "EXAMPLE PTE LTD",
  "awarded_amount_sgd": 4503450,
  "award_date": "2022-04-13",
  "award_year": 2022,
  "status": "Awarded to Suppliers",
  "is_awarded": true,
  "record_type": "tender"
}
```

Every run also saves a ready-to-download **`DATA_CSV`** file in the run's key-value store.

### ❓ FAQ

**Q: Where does the data come from?**
A: The official **data.gov.sg** open-data API (ACRA "Information on Corporate Entities" + MOF "Government Procurement via GeBIZ"). Public, free, no key.

**Q: Can I look up a company by UEN?**
A: Yes — paste the exact UEN in `query` for an instant exact match.

**Q: Does it cover all 2.1M+ companies?**
A: Yes. ACRA splits the registry across 27 datasets by starting letter; this actor searches **all** of them, so nothing is missed.

**Q: What is SSIC?**
A: Singapore Standard Industrial Classification — the business-activity code. Filter by it to build industry-specific lists; the actor also adds a readable industry label.

**Q: Is there an IP block or captcha?**
A: No. It uses the official open API with optional Apify proxy rotation to stay throttle-free.

### 🔖 Keywords

singapore company data, ACRA scraper, ACRA UEN lookup, singapore business registry, UEN search, singapore company search, GeBIZ scraper, singapore government tenders, government procurement singapore, KYB singapore, KYC AML singapore, due diligence singapore, B2B leads singapore, singapore company database, bizfile alternative, SSIC industry search, company status check singapore, singapore corporate data api, singapore leads, singapore directors search, data.gov.sg api, singapore business data, singapore company verification, singapore tender data, AI agent tool, MCP server, MCP tool, LLM tool, tool for ChatGPT, tool for Claude, AI data enrichment, RAG data source, AI KYB verification, agentic tool, company data API for AI

### 🤖 For AI agents & LLMs

This actor is available as a **tool for AI agents** through the Apify MCP server — ChatGPT, Claude and custom LLM agents can call it directly to verify Singapore companies (KYB), enrich a supplier from a UEN or name, or pull government-contract history in real time. Clean, structured JSON output makes it ideal as a **RAG / tool-use data source** for compliance, sales and research agents.

# Actor input Schema

## `mode` (type: `string`):

Search the ACRA company registry, GeBIZ government tenders, or both.

## `query` (type: `string`):

Company name keyword (e.g. "GRAB", "DBS") or an exact UEN (e.g. "199901152M"). Leave empty to browse/filter the whole registry.

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

How many records to return (1–5000).

## `entityStatus` (type: `string`):

Filter companies by registration status.

## `entityType` (type: `string`):

Filter by entity type text, e.g. "Company", "Sole Proprietorship", "Partnership", "LLP".

## `ssicCode` (type: `string`):

Filter by business-activity SSIC code prefix, e.g. "62" (IT), "56" (F\&B), "47" (retail). Matches primary or secondary SSIC.

## `incorporatedAfter` (type: `string`):

Only companies incorporated on or after this date — great for fresh, newly-registered leads.

## `incorporatedBefore` (type: `string`):

Only companies incorporated on or before this date.

## `onlyWithAddress` (type: `boolean`):

Keep only companies that have a registered address.

## `tenderQuery` (type: `string`):

Keyword to search tender descriptions (e.g. "software", "construction"). Used in tenders/both mode.

## `tenderAgency` (type: `string`):

Filter tenders by awarding agency name.

## `tenderSupplier` (type: `string`):

Filter tenders by the winning supplier's name.

## `minAwardAmount` (type: `integer`):

Only tenders awarded for at least this amount.

## `awardedAfter` (type: `string`):

Only tenders awarded on or after this date.

## `useProxy` (type: `boolean`):

Route requests through Apify proxy with IP rotation to avoid data.gov.sg throttling. Recommended ON for large searches.

## `crossLink` (type: `boolean`):

In tenders/both mode, enrich each government tender with the winning supplier's full ACRA company profile (UEN, status, industry, address, age). Unique feature.

## `checkGovtContracts` (type: `boolean`):

In companies/both mode, tag each company with whether it has won GeBIZ government tenders, how many, total SGD awarded and which agencies. Premium sales-intelligence signal. Adds a one-time index build.

## Actor input object example

```json
{
  "mode": "companies",
  "query": "DBS",
  "maxResults": 100,
  "entityStatus": "Any",
  "onlyWithAddress": false,
  "minAwardAmount": 0,
  "useProxy": true,
  "crossLink": true,
  "checkGovtContracts": false
}
```

# 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 = {
    "query": "DBS"
};

// Run the Actor and wait for it to finish
const run = await client.actor("inexhaustible_glass/singapore-company-data").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 = { "query": "DBS" }

# Run the Actor and wait for it to finish
run = client.actor("inexhaustible_glass/singapore-company-data").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 '{
  "query": "DBS"
}' |
apify call inexhaustible_glass/singapore-company-data --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=inexhaustible_glass/singapore-company-data",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Singapore Company Data — ACRA Registry & GeBIZ Tenders",
        "version": "0.1",
        "x-build-id": "taiDWP2P4DkVxtG3Z"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/inexhaustible_glass~singapore-company-data/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-inexhaustible_glass-singapore-company-data",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/inexhaustible_glass~singapore-company-data/runs": {
            "post": {
                "operationId": "runs-sync-inexhaustible_glass-singapore-company-data",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/inexhaustible_glass~singapore-company-data/run-sync": {
            "post": {
                "operationId": "run-sync-inexhaustible_glass-singapore-company-data",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "mode": {
                        "title": "What to search",
                        "enum": [
                            "companies",
                            "tenders",
                            "both"
                        ],
                        "type": "string",
                        "description": "Search the ACRA company registry, GeBIZ government tenders, or both.",
                        "default": "companies"
                    },
                    "query": {
                        "title": "Search query (company name or UEN)",
                        "type": "string",
                        "description": "Company name keyword (e.g. \"GRAB\", \"DBS\") or an exact UEN (e.g. \"199901152M\"). Leave empty to browse/filter the whole registry."
                    },
                    "maxResults": {
                        "title": "Max results",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "How many records to return (1–5000).",
                        "default": 100
                    },
                    "entityStatus": {
                        "title": "Company status",
                        "enum": [
                            "Any",
                            "Live/Registered",
                            "Terminated"
                        ],
                        "type": "string",
                        "description": "Filter companies by registration status.",
                        "default": "Any"
                    },
                    "entityType": {
                        "title": "Entity type contains",
                        "type": "string",
                        "description": "Filter by entity type text, e.g. \"Company\", \"Sole Proprietorship\", \"Partnership\", \"LLP\"."
                    },
                    "ssicCode": {
                        "title": "SSIC industry code starts with",
                        "type": "string",
                        "description": "Filter by business-activity SSIC code prefix, e.g. \"62\" (IT), \"56\" (F&B), \"47\" (retail). Matches primary or secondary SSIC."
                    },
                    "incorporatedAfter": {
                        "title": "Incorporated on/after (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Only companies incorporated on or after this date — great for fresh, newly-registered leads."
                    },
                    "incorporatedBefore": {
                        "title": "Incorporated on/before (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Only companies incorporated on or before this date."
                    },
                    "onlyWithAddress": {
                        "title": "Only companies with an address",
                        "type": "boolean",
                        "description": "Keep only companies that have a registered address.",
                        "default": false
                    },
                    "tenderQuery": {
                        "title": "Tender keyword (GeBIZ)",
                        "type": "string",
                        "description": "Keyword to search tender descriptions (e.g. \"software\", \"construction\"). Used in tenders/both mode."
                    },
                    "tenderAgency": {
                        "title": "Tender agency contains",
                        "type": "string",
                        "description": "Filter tenders by awarding agency name."
                    },
                    "tenderSupplier": {
                        "title": "Tender supplier contains",
                        "type": "string",
                        "description": "Filter tenders by the winning supplier's name."
                    },
                    "minAwardAmount": {
                        "title": "Minimum awarded amount (SGD)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only tenders awarded for at least this amount.",
                        "default": 0
                    },
                    "awardedAfter": {
                        "title": "Awarded on/after (YYYY-MM-DD)",
                        "type": "string",
                        "description": "Only tenders awarded on or after this date."
                    },
                    "useProxy": {
                        "title": "Use Apify proxy (recommended)",
                        "type": "boolean",
                        "description": "Route requests through Apify proxy with IP rotation to avoid data.gov.sg throttling. Recommended ON for large searches.",
                        "default": true
                    },
                    "crossLink": {
                        "title": "Cross-link tenders → supplier company (UNIQUE)",
                        "type": "boolean",
                        "description": "In tenders/both mode, enrich each government tender with the winning supplier's full ACRA company profile (UEN, status, industry, address, age). Unique feature.",
                        "default": true
                    },
                    "checkGovtContracts": {
                        "title": "Flag companies that win government contracts (UNIQUE)",
                        "type": "boolean",
                        "description": "In companies/both mode, tag each company with whether it has won GeBIZ government tenders, how many, total SGD awarded and which agencies. Premium sales-intelligence signal. Adds a one-time index build.",
                        "default": false
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```