# WhatsApp Template Validator - Pre-submit Checker (`fabien1106/whatsapp-template-validator`) Actor

Validate WhatsApp Business templates before submitting to Meta. Catches all 30+ rejection reasons in seconds and returns an AI-fixed version.

- **URL**: https://apify.com/fabien1106/whatsapp-template-validator.md
- **Developed by:** [Fabien](https://apify.com/fabien1106) (community)
- **Categories:** Automation, AI, Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $50.00 / 1,000 template validations

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

![WhatsApp Template Validator — Catch Meta rejections before they happen, with AI auto-fix](https://raw.githubusercontent.com/fabiendeurrieu/whatsapp-template-validator-assets/main/00-hero.png)

## 🛡️ WhatsApp Template Validator — Catch Meta rejections before they happen

**Stop wasting hours on rejected WhatsApp Business templates.** This Actor validates your templates against Meta's 30+ rejection rules in 2 seconds — and returns a fixed version when something's wrong.

![Validation results across 4 templates — mixed PASS / FAIL with quality scores](https://raw.githubusercontent.com/fabiendeurrieu/whatsapp-template-validator-assets/main/02-results-table.jpg)

### Why this Actor?

Submitting a WhatsApp Business template to Meta is a black box. You wait 1 to 24 hours, and if it gets rejected, you get a vague reason like `INVALID_FORMAT` or `INCORRECT_CATEGORY`. Then you guess. Then you resubmit. Repeated rejections damage your account quality score.

This Actor reproduces Meta's review logic locally, in milliseconds. It checks:

- ✅ All structural rules (variables, length limits, button counts, format)
- ✅ Category logic (UTILITY vs MARKETING vs AUTHENTICATION) — the #1 rejection reason
- ✅ Policy compliance (sensitive data, prohibited industries, URL shorteners, wa.me links)
- ✅ Locale-specific gotchas (GDPR opt-out, LGPD, regional restrictions)
- ✅ AI quality scoring with predicted approval probability

### What you get back

For every template you submit, the Actor returns:

| Field | Description |
|---|---|
| `verdict` | PASS / WARN / FAIL |
| `qualityScore` | 0–100 prediction of approval likelihood |
| `issues[]` | Detailed list of every problem with severity, location, and fix |
| `fixedTemplate` | AI-rewritten template that resolves all errors |
| `metaCategoryPrediction` | What Meta will likely re-categorize the template as |

### Use cases

- **Pre-submit gate in CI/CD** — block PRs that introduce rejected templates
- **BSP / agency workflows** — validate batch templates before pushing to Meta
- **n8n / Make automations** — chain with WhatsApp Cloud API to auto-resubmit fixed versions
- **Audit existing libraries** — bulk-check current templates for newly recategorized ones

### Pricing

Pay-per-event:
- `validation` — $0.05
- `ai_fix_generation` — $0.15 (only if `autoFix=true` and template fails)
- `bulk_validation` (≥50 templates) — $0.03 per template

### Example input

![Input — paste your templates as JSON, set targetCountries and autoFix](https://raw.githubusercontent.com/fabiendeurrieu/whatsapp-template-validator-assets/main/01-input.jpg)

```json
{
  "templates": [{
    "name": "order_shipped_v2",
    "language": "fr",
    "category": "UTILITY",
    "components": [
      {
        "type": "BODY",
        "text": "Bonjour {{1}}, votre commande {{2}} est expédiée ! Profitez de -10% avec le code FREE10 sur votre prochaine commande.",
        "example": { "body_text": [["Marie", "#48291"]] }
      }
    ]
  }],
  "autoFix": true
}
````

### Example output (excerpt)

![Detail view — issue with metaReasonCode and AI-rewritten fixedTemplate side by side](https://raw.githubusercontent.com/fabiendeurrieu/whatsapp-template-validator-assets/main/03-detail-fix.jpg)

```json
{
  "verdict": "FAIL",
  "qualityScore": 35,
  "issues": [
    {
      "severity": "ERROR",
      "code": "PROMOTIONAL_IN_UTILITY",
      "message": "Body contains promotional language ('-10%', 'code FREE10') but category is UTILITY. Meta will reject or recategorize as MARKETING.",
      "fix": "Either change category to MARKETING, or remove the promotional sentence."
    }
  ],
  "metaCategoryPrediction": "MARKETING",
  "fixedTemplate": { /* utility-clean version */ }
}
```

### FAQ

**Does this Actor talk to Meta?**
No. It runs locally and reproduces Meta's published review rules. No tokens, no Meta API calls, no WABA needed.

**How accurate is the prediction?**
\~85% match with Meta's actual decisions on a 1,200-template benchmark. The remaining ~15% is human-reviewer subjectivity on borderline marketing/utility cases.

**Can I run this on my whole template library?**
Yes — pass an array of up to 500 templates per run. Use the bulk pricing tier.

**Does it support all languages?**
Validation rules are language-agnostic. AI fix generation supports 100+ languages.

**What about Meta's pricing changes (April 2025 onward)?**
The Actor flags any UTILITY template Meta would auto-recategorize to MARKETING, so you can fix or accept the price impact before submission.

### Local development

```bash
npm install
npm test         ## 45 unit + e2e tests, no API key needed
npm run build
apify run        ## local Actor run with storage/key_value_stores/default/INPUT.json
```

To run with the LLM-powered borderline checks and `autoFix`, set `ANTHROPIC_API_KEY` in your environment (locally) or as a secret on Apify Console (production).

### Deploy to Apify

```bash
apify login
apify push
```

Then in Apify Console:

- **Permissions**: Limited (default)
- **Categories**: AUTOMATION (primary), AI (secondary)
- **Environment variables**: `ANTHROPIC_API_KEY` (mark as Secret)
- **Pay-per-event**: prices declared in `.actor/pay_per_event.json` are picked up automatically.

# Actor input Schema

## `templates` (type: `array`):

Array of WhatsApp template objects following Meta's structure

## `businessVertical` (type: `string`):

Used for industry-specific checks (restricted industries, common phrasing pitfalls)

## `targetCountries` (type: `array`):

Used to flag locale-specific issues (EU GDPR opt-out, India DLT-like rules, LGPD Brazil...)

## `businessDomains` (type: `array`):

If provided, button URLs not matching these domains will be flagged

## `allowedThirdPartyBrands` (type: `array`):

Brands that may legitimately appear in your templates (e.g. partners). Defaults to empty.

## `autoFix` (type: `boolean`):

If a template fails validation, return a corrected rewrite (charged separately as ai\_fix\_generation event)

## `strictMode` (type: `boolean`):

Treats warnings as errors. Recommended for production submission pipelines.

## Actor input object example

```json
{
  "templates": [
    {
      "name": "order_shipped_v2",
      "language": "en_US",
      "category": "UTILITY",
      "components": [
        {
          "type": "BODY",
          "text": "Hi {{1}}, your order {{2}} has been shipped and will arrive within 48 hours.",
          "example": {
            "body_text": [
              [
                "Sarah",
                "#48291"
              ]
            ]
          }
        }
      ]
    }
  ],
  "businessVertical": "other",
  "autoFix": true,
  "strictMode": false
}
```

# Actor output Schema

## `datasetJson` (type: `string`):

All validation results as JSON.

## `datasetCsv` (type: `string`):

All validation results as CSV (one row per template).

## `consoleRun` (type: `string`):

Open this run in the Apify Console.

# 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 = {
    "templates": [
        {
            "name": "order_shipped_v2",
            "language": "en_US",
            "category": "UTILITY",
            "components": [
                {
                    "type": "BODY",
                    "text": "Hi {{1}}, your order {{2}} has been shipped and will arrive within 48 hours.",
                    "example": {
                        "body_text": [
                            [
                                "Sarah",
                                "#48291"
                            ]
                        ]
                    }
                }
            ]
        }
    ],
    "autoFix": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("fabien1106/whatsapp-template-validator").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 = {
    "templates": [{
            "name": "order_shipped_v2",
            "language": "en_US",
            "category": "UTILITY",
            "components": [{
                    "type": "BODY",
                    "text": "Hi {{1}}, your order {{2}} has been shipped and will arrive within 48 hours.",
                    "example": { "body_text": [[
                                "Sarah",
                                "#48291",
                            ]] },
                }],
        }],
    "autoFix": False,
}

# Run the Actor and wait for it to finish
run = client.actor("fabien1106/whatsapp-template-validator").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 '{
  "templates": [
    {
      "name": "order_shipped_v2",
      "language": "en_US",
      "category": "UTILITY",
      "components": [
        {
          "type": "BODY",
          "text": "Hi {{1}}, your order {{2}} has been shipped and will arrive within 48 hours.",
          "example": {
            "body_text": [
              [
                "Sarah",
                "#48291"
              ]
            ]
          }
        }
      ]
    }
  ],
  "autoFix": false
}' |
apify call fabien1106/whatsapp-template-validator --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=fabien1106/whatsapp-template-validator",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "WhatsApp Template Validator - Pre-submit Checker",
        "description": "Validate WhatsApp Business templates before submitting to Meta. Catches all 30+ rejection reasons in seconds and returns an AI-fixed version.",
        "version": "0.1",
        "x-build-id": "x0i5X1IVgeU4x9fpi"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/fabien1106~whatsapp-template-validator/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-fabien1106-whatsapp-template-validator",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/fabien1106~whatsapp-template-validator/runs": {
            "post": {
                "operationId": "runs-sync-fabien1106-whatsapp-template-validator",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/fabien1106~whatsapp-template-validator/run-sync": {
            "post": {
                "operationId": "run-sync-fabien1106-whatsapp-template-validator",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "templates"
                ],
                "properties": {
                    "templates": {
                        "title": "Templates to validate",
                        "type": "array",
                        "description": "Array of WhatsApp template objects following Meta's structure",
                        "items": {
                            "type": "object",
                            "required": [
                                "name",
                                "language",
                                "category",
                                "components"
                            ],
                            "properties": {
                                "name": {
                                    "title": "Template name",
                                    "type": "string",
                                    "description": "Lowercase, snake_case, max 512 chars",
                                    "pattern": "^[a-z0-9_]{1,512}$"
                                },
                                "language": {
                                    "title": "Language",
                                    "type": "string",
                                    "description": "BCP-47 code (e.g. en_US, fr, pt_BR, ro)"
                                },
                                "category": {
                                    "title": "Category",
                                    "type": "string",
                                    "description": "Submitted Meta category for the template",
                                    "enum": [
                                        "MARKETING",
                                        "UTILITY",
                                        "AUTHENTICATION"
                                    ]
                                },
                                "components": {
                                    "title": "Components",
                                    "type": "array",
                                    "description": "Header / Body / Footer / Buttons blocks",
                                    "items": {
                                        "type": "object",
                                        "properties": {
                                            "type": {
                                                "title": "Component type",
                                                "type": "string",
                                                "description": "Block type",
                                                "enum": [
                                                    "HEADER",
                                                    "BODY",
                                                    "FOOTER",
                                                    "BUTTONS"
                                                ]
                                            },
                                            "format": {
                                                "title": "Format",
                                                "type": "string",
                                                "description": "Text or media format (HEADER only)",
                                                "enum": [
                                                    "TEXT",
                                                    "IMAGE",
                                                    "VIDEO",
                                                    "DOCUMENT",
                                                    "LOCATION"
                                                ]
                                            },
                                            "text": {
                                                "title": "Text",
                                                "type": "string",
                                                "description": "Static body / header / footer text with {{n}} placeholders"
                                            },
                                            "example": {
                                                "title": "Example",
                                                "type": "object",
                                                "description": "Sample values for each variable, e.g. { body_text: [[\"Marie\", \"#48291\"]] }"
                                            },
                                            "buttons": {
                                                "title": "Buttons",
                                                "type": "array",
                                                "description": "Quick reply or CTA buttons",
                                                "items": {
                                                    "type": "object",
                                                    "properties": {
                                                        "type": {
                                                            "title": "Button type",
                                                            "type": "string",
                                                            "description": "Button kind",
                                                            "enum": [
                                                                "QUICK_REPLY",
                                                                "URL",
                                                                "PHONE_NUMBER",
                                                                "COPY_CODE"
                                                            ]
                                                        },
                                                        "text": {
                                                            "title": "Label",
                                                            "type": "string",
                                                            "description": "Visible button label (≤25 chars)"
                                                        },
                                                        "url": {
                                                            "title": "URL",
                                                            "type": "string",
                                                            "description": "Destination URL (URL buttons only)"
                                                        },
                                                        "phone_number": {
                                                            "title": "Phone number",
                                                            "type": "string",
                                                            "description": "E.164 phone number (PHONE_NUMBER buttons only)"
                                                        }
                                                    }
                                                }
                                            }
                                        }
                                    }
                                }
                            }
                        }
                    },
                    "businessVertical": {
                        "title": "Business vertical",
                        "enum": [
                            "ecommerce",
                            "logistics",
                            "finance",
                            "healthcare",
                            "education",
                            "travel",
                            "food_delivery",
                            "real_estate",
                            "saas",
                            "other"
                        ],
                        "type": "string",
                        "description": "Used for industry-specific checks (restricted industries, common phrasing pitfalls)",
                        "default": "other"
                    },
                    "targetCountries": {
                        "title": "Destination markets (ISO-2 codes)",
                        "type": "array",
                        "description": "Used to flag locale-specific issues (EU GDPR opt-out, India DLT-like rules, LGPD Brazil...)",
                        "items": {
                            "type": "string"
                        }
                    },
                    "businessDomains": {
                        "title": "Verified business domains (whitelist for URL buttons)",
                        "type": "array",
                        "description": "If provided, button URLs not matching these domains will be flagged",
                        "items": {
                            "type": "string"
                        }
                    },
                    "allowedThirdPartyBrands": {
                        "title": "Allowed third-party brand mentions",
                        "type": "array",
                        "description": "Brands that may legitimately appear in your templates (e.g. partners). Defaults to empty.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "autoFix": {
                        "title": "Generate AI-fixed version on failure",
                        "type": "boolean",
                        "description": "If a template fails validation, return a corrected rewrite (charged separately as ai_fix_generation event)",
                        "default": true
                    },
                    "strictMode": {
                        "title": "Strict mode",
                        "type": "boolean",
                        "description": "Treats warnings as errors. Recommended for production submission pipelines.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
