# Snapchat Scraper (`saswave/snapchat-scraper`) Actor

Snapchat scraper collects data on the discover and spotlight page. Browse snapchat posts and collect information. The web crawler also provide a feature to extract profile informations

- **URL**: https://apify.com/saswave/snapchat-scraper.md
- **Developed by:** [SASWAVE](https://apify.com/saswave) (community)
- **Categories:** News, Social media
- **Stats:** 173 total users, 5 monthly users, 86.3% runs succeeded, 2 bookmarks
- **User rating**: No ratings yet

## Pricing

$15.00/month + usage

To use this Actor, you pay a monthly rental fee to the developer. The rent is subtracted from your prepaid usage every month after the free trial period.You also pay for the Apify platform usage, which gets cheaper the higher Apify subscription plan you have.

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

## 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

### Snapchat Scraper – Profile, Spotlight & Discover Extraction

The Snapchat Scraper allows you to collect structured data from Snapchat’s Discover and Spotlight pages as well as user profiles. 

This tool is useful for social media monitoring, influencer research, content analytics, and marketing intelligence.

### 🔹 Features

Profile Data Extraction

Scrape public profile information including username, bio, subscriber count, profile picture, and location.

Extract Snapcode URLs and other profile-specific metadata.

Detect highlights, stories, and profile badges.

Spotlight Scraping

Extract videos from Spotlight.

Collect metrics such as views, shares, comments.

Get associated creator profile info.

Discover Page Scraping

Extract content from Snapchat Shows or Discover feeds.

Collect snaps, video URLs, preview images, and timestamps.

Capture creator metadata for each story or show.

### Ouput example

Profile
```json
{
  "url": "https://www.snapchat.com/add/gianni_officiel\\nmarvinachi",
  "username": "gianni_officiel",
  "title": "GIANNI OFFICIEL",
  "snapcodeImageUrl": "https://app.snapchat.com/web/deeplink/snapcode?username=gianni_officiel&type=SVG&bitmoji=enable",
  "badge": 0,
  "categoryStringId": "public-profile-category-v3-people",
  "subcategoryStringId": "public-profile-subcategory-v3-public-figure",
  "subscriberCount": "309000",
  "bio": "🎥TIKTOK 2m4👉🏽 gianni_gofficiel\nTiktokeur a temp plein \nColab  📧: gianniofficiel@icloud.com",
  "websiteUrl": "",
  "profilePictureUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvZnFwa2dGWjl1alNQMGVQRnE5VFRZP2JvPUVnMGFBQm9BTWdFRVNBSlFHV0FCJnVjPTI1._RS0,90_FMjpeg",
  "address": "Perpignan, 66140, France",
  "bitmoji3d": null,
  "hasCuratedHighlights": false,
  "hasSpotlightHighlights": true,
  "mutableName": "",
  "publisherType": "",
  "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvaWIyQTBqUG9kZmM1Tk1mWkg0UlppP2JvPUVna3lBUVJJQWxBWllBRSUzRCZ1Yz0yNQ._RS0,1080_FMjpeg",
  "primaryColor": "",
  "hasStory": false,
  "relatedAccountsInfo": [],
  "businessProfileId": "340d2921-e5dc-4d72-9b29-e78212f4fa56",
  "creation_date": "2021-10-30 10:18:14",
  "last_update": "2025-04-13 23:43:44"
}
````

Spotlight

```json
{
  "url": "https://www.snapchat.com/spotlight/W7_EDlXWTBiXAEEniNoMPwAAYdGZtcmprZWNrAZUqntImAZUqnpD8AAAAAQ",
  "snap_qrcode": "https://app.snapchat.com/web/deeplink/snapcode?username=rozy_hama&type=SVG&bitmoji=enable",
  "video_url": "https://bolt-gcdn.sc-cdn.net/x/5QnZMxEB1XXGCMqv3jtjt.27.IRZXSOY?mo=Go0BGgkyAXdIAlAuYAFaEFNwb3RsaWdodFNoYXJpbmeiAWgIGxJXClUI8JOWAiABSkoKRZoBP0hNV1NMS0c9NjlERExAT0VIQUNHQzo6OD03QUQ4MTtINDpSRlZBQTRPQURCOEFDNjs9N0NFQTwwOUU7JypTMUM7IhD0A2gCIgsSACoHSVJaWFNPWZADlooC&uc=46",
  "comments": "949",
  "shares": "61.0t",
  "views": "8m",
  "descriptions": [],
  "account_title": "Rozy hama🖤",
  "account_username": "rozy_hama",
  "account_url": "https://www.snapchat.com/add/rozy_hama"
}
```

Discover

```json
{
  "id": "574348619610112",
  "type": "SHOW",
  "snaps": [
    {
      "id": "574348619610112",
      "snapUrls": {
        "mediaUrl": "",
        "mediaPreviewUrl": "",
        "__typename": "SnapMedia"
      },
      "snapMediaType": "VIDEO",
      "intervalStartTimeMs": 0,
      "__typename": "Snap"
    },
    //truncated for example
    {
      "id": "574348619610117",
      "snapUrls": {
        "mediaUrl": "https://cf-st.sc-cdn.net/d/7Y3XgwFcyxqbMjhmIxLoH.111?mo=GrACGgcyAQRQBWABWhFTaG93c1NuYXBWYXJpYW50c6IBLwhvEhgKFgjIqBRKDgoJDgoKCwkLCQoLEPQDaAEiEQoNOgF9QgYIjaKuvwZIAhIAogEvCG4SGAoWCKjJEEoOCgkLCQcICAkHCAkQ9ANoASIRCg06AX1CBgiKoq6_BkgCEgCiATEIJRIaChgImdwaIAFKDgoJKg4NDQ4NDQ4OEPQDaAIiEQoNOgF9QgYIj6KuvwZIAhIAogEyCIEBEhoKGAjw4AkgAUoOCgkdBAYFBQUEBQcQ9ANoAiIRCg06AX1CBgiaoq6_BkgCEgCiATIIgAESGgoYCJj3FCABSg4KCSYKCgoKCwkLDBD0A2gCIhEKDToBfUIGCJ-jrr8GSAISAKIBCwgBIgcKBTIBfUgBkAPIdA%3D%3D&uc=5",
        "mediaPreviewUrl": "https://cf-st.sc-cdn.net/d/rsgMBrjeJpTqm2iXz10LG.380?mo=Gl4aBzIBBFAFYAFaE1B1Ymxpc2hlclNuYXBJbWFnZXOiARYI_AIiEQoNOgF9QgYI7aGuvwZIAhIAogEWCPICIhEKDToBfUIGCO2hrr8GSAISAKIBCwgBIgcKBTIBfUgB&uc=5",
        "__typename": "SnapMedia"
      },
      "snapMediaType": "VIDEO",
      "intervalStartTimeMs": null,
      "__typename": "Snap"
    }
  ],
  "title": "Trend Gone Wrong 🫠",
  "thumbnailUrl": "https://app.snapchat.comhttps://cf-st.sc-cdn.net/aps/bolt_df/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2Qva2dmYUpBRU1kbGtWbXpDS2JEY3Z2LjMxMD91Yz01._FMjpeg",
  "tapId": "9113081596219359556",
  "publishedTimeInSec": 1743981366000,
  "videoTrackUrl": "https://cf-st.sc-cdn.net/d/xsj1MhEiFFTvdkrrYV3nW.1202.m3u8?mo=GucEGh4SFUhnU3E5amgyN0tSM1ZsdXFWdndDcTIBBFAFYAFaFUxvbmdmb3JtVmlkZW9WYXJpYW50c6IBOwiyCRIECgJoAyIwCi4SH3hzajFNaEVpRkZUdmRrcnJZVjNuVy4xMjAyLm0zdTg6AX1CBgjZoq6_BkgCogGBAQiFCxJLCklKRQpAFA0JBQwQBQsKDQsUDwsODhAQDQwLBhIRDAsMDQ8QBgsGBgMLAggGBQcMBAkFCQgQCg8JBxAUCw8NDw8PAwMEAxD0A2gEIi8KLRIeS0R4cUcyQUJlOGhlQlBzTms3Z2VELjE0MTMubXBkOgF9QgYI2aKuvwZIAqIBgQEIjwsSSwpJSkUKQBQMCAoGDAMLBA4IEAwHDgkNDwoMBwkKEggODAkLEgYQCAoDDgcEBwUFDAcDBgkHDwwLBgwPEQoOEAoQDQEDAgIQ9ANoBCIvCi0SHnhCTTIxN09rM1lrQWR5Y0dDeHh3cS4xNDIzLm1wZDoBfUIGCJWjrr8GSAKiAUgIbhIYChYIr9JTSg4KCSMYDxcPEg0WEhD0A2gBIioKKBIZMldVSURPaThGSXhQcFdhWTk0T2FzLjExMDoBfUIGCO2irr8GSAKiAUkIbxIZChcIho-gAUoOCglBKiApHSEXMSQQ9ANoASIqCigSGVMyM3FnMFRhV1RncXZudWowYTVzZC4xMTE6AX1CBgj7oq6_BkgCogE7CJYKEgQKAmgDIjAKLhIfUlBTM2lpek1MSnVoSUtxRHNwbUtjLjEzMDIubTN1ODoBfUIGCJ-jrr8GSAKiAQsIASIHCgUyAX1IAZADqvsB&uc=5",
  "__typename": "PremiumPublisherStory",
  "creator": {
    "businessProfileId": "de06bf6c-12fa-4a19-b4ab-94ab9bd2137e",
    "username": null,
    "title": "Craft It",
    "snapcodeImageUrl": "https://www.snapchat.com/deeplink/discover/snapcode/L3AvZGUwNmJmNmMtMTJmYS00YTE5LWI0YWItOTRhYjliZDIxMzdl",
    "badge": null,
    "bio": "Mesmerizing craft ideas that are bound to blow your mind! ",
    "profilePictureUrl": "https://cf-st.sc-cdn.net/aps/bolt_df/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvOVFiQzZPNHlqOXo3MFVCMElSdEVqLjM1NT9tbz1Ha3NhQ3hvQUdnQXlBUVJRQldBQldoVlFkV0pzYVhOb1pYSk1iMmR2Vm1GeWFXRnVkSE9pQVJZSTR3SWlFUW9OT2dGOVFnWUlwcXYxbmdaSUFoSUFvZ0VMQ0FFaUJ3b0ZNZ0Y5U0FFJTNEJnVjPTU._FMpng",
    "squareHeroImageUrl": "https://cf-st.sc-cdn.net/aps/bolt_df/aHR0cHM6Ly9jZi1zdC5zYy1jZG4ubmV0L2QvWnNHRmhzRGthZXVTR1dQV0x2R0JsLjM0MD9tbz1HbEFhQ3hvQUdnQXlBUVJRQldBQldocFFjbVZ0YVhWdFUzUnZjbmxVWldGelpYSldZWEpwWVc1MGM2SUJGZ2pVQWlJUkNnMDZBWDFDQmdpbmtPNmRCa2dDRWdDaUFRc0lBU0lIQ2dVeUFYMUlBUSUzRCUzRCZ1Yz01._FMjpeg",
    "__typename": "Publisher",
    "primaryColor": "#000000"
  }
}
```

### 🔹 Use Cases

Influencer Tracking – Monitor follower counts, bio info, and engagement stats.

Content Research – Analyze trending Spotlight videos or Discover shows.

Marketing Analytics – Evaluate reach and engagement for campaigns.

Social Media Archiving – Store historical profile or content data.

Competitive Analysis – Compare profiles and video performance.

### 🛟 SUPPORT

Share your runs with the developer team and create issues on error to help us improve actor quality.

You might discover edge case we didn't test yet

We stay available anytime

# Actor input Schema

## `urls_profiles` (type: `array`):

url need to start with https://www.snapchat.com/@

## `feature` (type: `string`):

When selecting feature 'Profile', you need to provide an input in section 'Profile username or url'

## `max_results` (type: `integer`):

Maximum posts extracted (0 = no limit)

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

The best option is usually Automatic proxy. But you can also use your own proxies or no proxy

## Actor input object example

```json
{
  "urls_profiles": [],
  "feature": "spotlight",
  "max_results": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

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

No description

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "urls_profiles": [],
    "feature": "spotlight",
    "max_results": 10,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("saswave/snapchat-scraper").call(input);

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

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

```

## Python example

```python
from apify_client import ApifyClient

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

# Prepare the Actor input
run_input = {
    "urls_profiles": [],
    "feature": "spotlight",
    "max_results": 10,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("saswave/snapchat-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "urls_profiles": [],
  "feature": "spotlight",
  "max_results": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call saswave/snapchat-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Snapchat Scraper",
        "description": "Snapchat scraper collects data on the discover and spotlight page. Browse snapchat posts and collect information. The web crawler also provide a feature to extract profile informations",
        "version": "0.0",
        "x-build-id": "Bg63LvSCwj9jgMoZH"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/saswave~snapchat-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-saswave-snapchat-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/saswave~snapchat-scraper/runs": {
            "post": {
                "operationId": "runs-sync-saswave-snapchat-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/saswave~snapchat-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-saswave-snapchat-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "urls_profiles": {
                        "title": "Profile username or url",
                        "type": "array",
                        "description": "url need to start with https://www.snapchat.com/@",
                        "items": {
                            "type": "string"
                        }
                    },
                    "feature": {
                        "title": "Select feature",
                        "enum": [
                            "profiles",
                            "discover",
                            "spotlight"
                        ],
                        "type": "string",
                        "description": "When selecting feature 'Profile', you need to provide an input in section 'Profile username or url'"
                    },
                    "max_results": {
                        "title": "Maximum results",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum posts extracted (0 = no limit)",
                        "default": 10
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "The best option is usually Automatic proxy. But you can also use your own proxies or no proxy"
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```