# AI Brand Visibility Monitor (`opspilot.cc/ai-brand-visibility-monitor`) Actor

Query ChatGPT, Gemini, and Perplexity to analyze how your brand appears in AI-generated responses. Understand brand mentions, sentiment, competitive positioning, and content sources.

- **URL**: https://apify.com/opspilot.cc/ai-brand-visibility-monitor.md
- **Developed by:** [wang wei](https://apify.com/opspilot.cc) (community)
- **Categories:** SEO tools, AI
- **Stats:** 1 total users, 0 monthly users, 0.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.05 / ai platform query

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## 🤖 AI Brand Visibility Monitor

**Monitor your brand presence across major AI platforms.** Query ChatGPT, Gemini, and Perplexity to analyze how your brand appears in AI-generated responses. Understand brand mentions, sentiment, competitive positioning, and content sources.

> 💡 **Need Claude analysis?** The **[Claude Brand Visibility Monitor](https://console.apify.com/actors/wPI40ygmuevgZ05Vp)** provides the same deep reasoning analysis for Claude AI.

---

### 🚀 Key Features

| Feature | Description |
|---------|-------------|
| 🔍 **Multi-Platform Search** | Query ChatGPT, Gemini, and Perplexity simultaneously |
| 📊 **Brand Mention Detection** | Automatically detect if and how often your brand is mentioned |
| 🎭 **Sentiment Analysis** | Understand if AI mentions are positive, negative, or neutral |
| 🔗 **Source Citation Tracking** | See which URLs and sources AI references |
| 📈 **Competitive Benchmarking** | Compare your brand vs competitor mentions |
| ⚡ **Concurrent Queries** | Fast results with parallel platform queries |
| 🔄 **Retry Protection** | Automatic retry with backoff for failed requests |
| 💰 **Pay Per Event Pricing** | Pay only for successful platform queries |

---

### 👤 Who Is This Actor For?

| User | Use Case |
|------|----------|
| 📢 **Brand Managers** | Monitor brand presence in AI search results |
| 📊 **Marketing Teams** | Track competitive landscape in AI recommendations |
| 🔍 **SEO Specialists** | Understand AI content sources and citations |
| 💼 **Market Research** | Analyze how AI platforms recommend products/brands |
| 🏢 **PR Teams** | Track brand reputation in AI responses |

---

### ❓ Why Is This Important?

> AI platforms like ChatGPT, Gemini, and Perplexity are becoming primary search tools. Unlike traditional search engines, AI responses are more conversational and often include direct brand recommendations.

This actor helps you:

- 🎯 **Know** if your brand is mentioned when users ask about your category
- 📊 **Compare** your brand visibility against competitors
- 🔗 **See** which sources AI trusts and references
- 🎭 **Understand** the sentiment around your brand in AI responses
- 📈 **Track** changes in AI visibility over time

---

### 📥 Input Parameters

#### Required

| Parameter | Type | Description |
|-----------|------|-------------|
| `keyword` | string | The keyword or question to query. Examples: "best laptop brand", "project management software comparison" |
| `platforms` | array | Select AI platforms: `chatgpt`, `gemini`, `perplexity` |

#### Optional

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `yourBrand` | string | - | Your brand name to monitor in AI responses |
| `competitors` | string | - | Competitor brands to compare (comma-separated). Example: "HP, Lenovo, Apple" |
| `location` | string | "United States" | Target geographic location for AI responses |
| `language` | string | "English" | Target language for AI responses |

#### Example Input

```json
{
  "keyword": "best laptop brand",
  "platforms": ["chatgpt", "gemini", "perplexity"],
  "yourBrand": "Dell",
  "competitors": "HP, Lenovo, Apple, ASUS",
  "location": "United States",
  "language": "English"
}
````

***

### 📤 Output Structure

#### Complete Result Object

```json
{
  "query": {
    "keyword": "best laptop brand",
    "platforms": ["chatgpt", "gemini", "perplexity"],
    "yourBrand": ["Dell"],
    "competitors": ["HP", "Lenovo", "Apple", "ASUS"],
    "location": "United States",
    "language": "English"
  },
  "results": [
    {
      "platform": "chatgpt",
      "status": "success",
      "model": "gpt-4",
      "answerLength": 2450,
      "citationCount": 5,
      "citations": [
        {
          "url": "https://www.dell.com",
          "title": "Dell Official Website",
          "domain": "dell.com"
        }
      ],
      "brandAnalysis": {
        "Dell": {
          "mentioned": true,
          "mentionCount": 3,
          "sentiment": "positive",
          "snippet": "...Dell is consistently ranked as one of the best laptop brands..."
        }
      },
      "competitorAnalysis": {
        "HP": { "mentioned": true, "mentionCount": 2, "sentiment": "positive" },
        "Lenovo": { "mentioned": true, "mentionCount": 4, "sentiment": "positive" },
        "Apple": { "mentioned": true, "mentionCount": 5, "sentiment": "neutral" },
        "ASUS": { "mentioned": false, "mentionCount": 0, "sentiment": "n/a" }
      }
    }
  ],
  "errors": [],
  "stats": {
    "sandbox": false,
    "totalRequests": 3,
    "estimatedCost": 0.01
  },
  "completedAt": "2026-03-30T10:00:00.000Z"
}
```

#### Output Fields Explained

| Field | Type | Description |
|-------|------|-------------|
| `query` | object | Original input parameters |
| `results` | array | Per-platform analysis results |
| `results[].platform` | string | Platform name (chatgpt/gemini/perplexity) |
| `results[].status` | string | "success" or "error" |
| `results[].model` | string | AI model used (e.g., gpt-4, claude-3) |
| `results[].answerLength` | number | Character count of AI response |
| `results[].citationCount` | number | Number of source URLs cited |
| `results[].citations` | array | Array of {url, title, domain} |
| `results[].brandAnalysis` | object | Analysis for your brand (mentioned, count, sentiment, snippet) |
| `results[].competitorAnalysis` | object | Same structure for each competitor |
| `errors` | array | Any errors encountered during querying |
| `stats` | object | Run statistics (request count, cost) |
| `completedAt` | string | ISO timestamp of completion |

#### Brand Analysis Object

| Field | Type | Description |
|-------|------|-------------|
| `mentioned` | boolean | Was the brand mentioned? |
| `mentionCount` | number | How many times mentioned |
| `sentiment` | string | "positive", "negative", "neutral", or "n/a" |
| `snippet` | string | Text excerpt around first mention (max ~200 chars) |

***

### 💡 Use Cases

#### 1️⃣ Brand Monitoring

> **"Is my brand mentioned when users search for \[product category]?"**

Run the actor with your brand as `yourBrand` and a relevant keyword. Get instant visibility score.

#### 2️⃣ Competitive Analysis

> **"How often does AI recommend my brand vs competitors?"**

Add competitors in the `competitors` field and compare mention counts across platforms.

#### 3️⃣ Content Strategy

> **"What sources does AI trust for \[topic]?"**

Check the `citations` array to see which websites and sources the AI references most.

#### 4️⃣ Reputation Management

> **"What is the AI sentiment about my brand?"**

The `sentiment` field shows whether AI mentions are positive, negative, or neutral.

#### 5️⃣ Market Research

> **"What do AI platforms say about \[industry trends]?"**

Use open-ended keywords to understand how AI platforms frame your industry.

***

### 🔧 Technical Details

#### Resource Requirements

- **Memory**: 512 MB minimum (1 GB recommended)
- **Timeout**: ~10 seconds per platform queried
- **Max Platforms**: 3 per run (ChatGPT, Gemini, Perplexity)

#### Retry Logic

- Automatic retry on transient errors (5xx, network issues)
- Exponential backoff: 2s → 4s → 8s
- Rate limit (429) handling with Retry-After support
- Payment error (402) detection for  issues

#### Data Flow

1. Validate input parameters
2. Query each selected platform in parallel (max 2 concurrent)
3. Extract text content and citations from responses
4. Analyze brand mentions using regex pattern matching
5. Perform sentiment analysis on mention snippets
6. Push results to Apify dataset

***

### ⚠️ Limitations

| Limitation | Description |
|------------|-------------|
| 🔒 **Keyword Sensitivity** | Results depend on how the AI interprets the keyword |
| 📝 **Snippet Length** | Sentiment snippet limited to ~200 characters |
| 🌐 **Location** | Not all locations supported by all platforms |
| ⏱️ **Real-time** | AI responses may change over time |

***

### 💬 Tips for Best Results

| ## | Tip |
|---|-----|
| 1️⃣ | Use specific, commonly-asked keywords for best results |
| 2️⃣ | Add 2-3 main competitors for meaningful comparison |
| 3️⃣ | Check the `citations` array to understand AI content sources |
| 4️⃣ | Run regularly to track changes in AI visibility over time |
| 5️⃣ | Test with different keywords to map your category landscape |

***

### 📊 Example Scenarios

#### Scenario A: Laptop Brand Monitoring

```json
{
  "keyword": "best laptop for business",
  "platforms": ["chatgpt", "perplexity"],
  "yourBrand": "Lenovo",
  "competitors": "Dell, HP, Apple"
}
```

#### Scenario B: Software Comparison

```json
{
  "keyword": "best project management tools",
  "platforms": ["chatgpt", "gemini", "perplexity"],
  "yourBrand": "Asana",
  "competitors": "Monday, Trello, Notion"
}
```

#### Scenario C: Restaurant Chain Tracking

```json
{
  "keyword": "best fast food burger",
  "platforms": ["chatgpt"],
  "yourBrand": "McDonald's",
  "competitors": "Burger King, Wendy's"
}
```

***

### ❤️ Need Help?

- 📖 **Documentation**: Check Apify documentation for Actor development
- 🐛 **Bug Reports**: Open an issue with sample input/output
- 💡 **Feature Requests**: Contact us for custom development

***

*Monitor your brand in the AI era · AI Brand Visibility Monitor*

# Actor input Schema

## `keyword` (type: `string`):

The keyword or question to query across AI platforms. Examples:
• best laptop brand
• project management software comparison
• top rated restaurants near me

## `platforms` (type: `array`):

Select AI platforms to query.
• ChatGPT: OpenAI's GPT-based assistant
• Gemini: Google's AI assistant
• Perplexity: AI-powered search engine

## `yourBrand` (type: `string`):

Your brand name to monitor in AI responses. The actor will detect mentions, extract context, and analyze sentiment.

## `competitors` (type: `string`):

Competitor brand names to compare. Separate multiple brands with commas. Examples:
• Samsung, Sony, LG
• McDonalds, Burger King, Wendys

## `location` (type: `string`):

Target geographic location for AI responses. Examples: United States, United Kingdom, Germany

## `language` (type: `string`):

Target language for AI responses. Examples: English, German, French, Spanish

## Actor input object example

```json
{
  "platforms": [
    "chatgpt"
  ],
  "location": "United States",
  "language": "English"
}
```

# Actor output Schema

## `brandAnalysis` (type: `string`):

Dataset containing brand visibility analysis

# 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 = {
    "platforms": [
        "chatgpt"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("opspilot.cc/ai-brand-visibility-monitor").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 = { "platforms": ["chatgpt"] }

# Run the Actor and wait for it to finish
run = client.actor("opspilot.cc/ai-brand-visibility-monitor").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 '{
  "platforms": [
    "chatgpt"
  ]
}' |
apify call opspilot.cc/ai-brand-visibility-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=opspilot.cc/ai-brand-visibility-monitor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "AI Brand Visibility Monitor",
        "description": "Query ChatGPT, Gemini, and Perplexity to analyze how your brand appears in AI-generated responses. Understand brand mentions, sentiment, competitive positioning, and content sources.",
        "version": "0.1",
        "x-build-id": "vlrTwPJhJmCwkwVcF"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/opspilot.cc~ai-brand-visibility-monitor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-opspilot.cc-ai-brand-visibility-monitor",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/opspilot.cc~ai-brand-visibility-monitor/runs": {
            "post": {
                "operationId": "runs-sync-opspilot.cc-ai-brand-visibility-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/opspilot.cc~ai-brand-visibility-monitor/run-sync": {
            "post": {
                "operationId": "run-sync-opspilot.cc-ai-brand-visibility-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "keyword",
                    "platforms"
                ],
                "properties": {
                    "keyword": {
                        "title": "Keyword / Question",
                        "type": "string",
                        "description": "The keyword or question to query across AI platforms. Examples:\n• best laptop brand\n• project management software comparison\n• top rated restaurants near me"
                    },
                    "platforms": {
                        "title": "AI Platforms",
                        "type": "array",
                        "description": "Select AI platforms to query.\n• ChatGPT: OpenAI's GPT-based assistant\n• Gemini: Google's AI assistant\n• Perplexity: AI-powered search engine",
                        "items": {
                            "type": "string",
                            "enum": [
                                "chatgpt",
                                "gemini",
                                "perplexity"
                            ]
                        }
                    },
                    "yourBrand": {
                        "title": "Your Brand Name",
                        "type": "string",
                        "description": "Your brand name to monitor in AI responses. The actor will detect mentions, extract context, and analyze sentiment."
                    },
                    "competitors": {
                        "title": "Competitor Brands",
                        "type": "string",
                        "description": "Competitor brand names to compare. Separate multiple brands with commas. Examples:\n• Samsung, Sony, LG\n• McDonalds, Burger King, Wendys"
                    },
                    "location": {
                        "title": "Target Location",
                        "type": "string",
                        "description": "Target geographic location for AI responses. Examples: United States, United Kingdom, Germany",
                        "default": "United States"
                    },
                    "language": {
                        "title": "Response Language",
                        "type": "string",
                        "description": "Target language for AI responses. Examples: English, German, French, Spanish",
                        "default": "English"
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```