# Cheapest Ticketmaster Scraper (`serp.cheap.ofc/cheapest-ticketmaster-scraper`) Actor

Scrape Ticketmaster events, venues and artists at the lowest price per result — plus live ticket prices and real seat availability. Pay per result — no start fee, no subscription.

- **URL**: https://apify.com/serp.cheap.ofc/cheapest-ticketmaster-scraper.md
- **Developed by:** [serp.cheap](https://apify.com/serp.cheap.ofc) (community)
- **Categories:** AI, E-commerce, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.50 / 1,000 event founds

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/docs.md):

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

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

## Cheapest Ticketmaster Scraper - Discovery, Live Prices/Seats, Seat Maps

> ⚠️ **Live pricing & seat maps (`event` mode) only work with a RESIDENTIAL proxy.** To read live prices, seats and auditorium maps you **must** set the proxy to **RESIDENTIAL** (Apify Proxy → Residential, or your own residential proxy). The discovery modes (`search`, `venue`, `artist`, `discover`) run on the default proxy. Blocked live-pricing / seat-map runs are **never charged**.

Scrape **Ticketmaster** events, venues and artists — plus **live ticket prices, real seat availability and full auditorium seat maps** — at the lowest price per result on the Apify Store. **Pay per result, no start fee, no subscription.**

- 🔎 **Search** events by keyword (artist, team, show)
- 🏟️ **Venue** & 🎤 **Artist** upcoming-event listings
- 🌆 **Discover** everything happening in a city
- 💵 **Live prices + seats** — the actual price range and available seats for an event (no other Store actor does this)
- 🗺️ **Seat maps** — the full auditorium map: every section as a polygon, availability joined in, optional per-seat coordinates
- 🩺 **Self-test** mode for uptime monitoring
- 💸 **$0.0005 / event** for discovery — the cheapest effective price on the Store — and **$0 start fee**

---

### What you get

#### Discovery modes (`search`, `venue`, `artist`, `discover`)

Fast and cheap. Each event row includes:

`eventId`, `title`, `url`, `startDate`, `onsaleDate`, `dateDisplay`, `timeZone`, `soldOut`, `limitedAvailability`, `ticketingStatus`, `cancelled` / `postponed` / `rescheduled` / `tba` / `virtual`, `category`, `imageUrl`, a nested `venue` (name, city, state, country, address, postal code, latitude, longitude) and `artists[]`. Venue/artist/discover rows also carry a `source` object identifying the venue, artist or city they came from.

#### Live pricing mode (`event`)

Reads the **live** data each event's own page loads:

`currency`, `priceMin`, `priceMax`, `soldOut`, `totalAvailable`, `priceLevels[]` (per price level: sections, areas, price range, count) and `availableSeats[]` (concrete section / row / seats sampled from the map).

> Every other Store competitor stops at discovery. This actor returns the live pricing data. **Requires a residential proxy.**

#### Seat map (`event` mode, opt-in via `includeSeatMap`)

Set `includeSeatMap: true` and each `event` row also gets a `seatMap` object — the venue's auditorium map:

`venueConfigId`, `totalPlaces`, `canvas` (map width/height), `mapImageUrl` (the seating-chart image), `sectionCount`, `totalAvailable`, and `sections[]`. Each section carries `name`, `category`, `totalPlaces`, live `available` count + `seating` + `inventoryTypes` (joined from real availability), and its polygon geometry (`bounds`, `path`). Set `seatLevel: true` to also get every individual `seats[]` entry (row, label, `x`/`y` coordinates) inside each section — great for building your own interactive map, but large for big arenas.

Billed as a separate **`seat-map`** charge per event, on top of `live-pricing`.

---

### Input

| Field | Used in | Description |
|---|---|---|
| `mode` | all | `search`, `venue`, `artist`, `discover`, `event`, or `selftest`. |
| `term` | `search` | Keyword — artist, team, show or event name. |
| `venueUrls` | `venue` | Ticketmaster venue URLs or bare venue IDs. |
| `artistUrls` | `artist` | Ticketmaster artist URLs or bare artist IDs. |
| `cities` | `discover` | Discover URLs or city slugs (e.g. `new-york`). |
| `eventUrls` | `event` | Event URLs (`.../event/<ID>`) or bare event IDs. **Requires a residential proxy.** |
| `includeSeatMap` | `event` | Also capture the auditorium seat map (adds the `seat-map` charge). Default `false`. |
| `seatLevel` | `event` | With `includeSeatMap`, also extract every seat's coordinates. Large output. Default `false`. |
| `maxItems` | all | Cap on results scraped in the run (default 100). |
| `proxyConfiguration` | all | Leave empty for discovery. **Set to RESIDENTIAL for `event` mode.** |

#### Example — search

```json
{ "mode": "search", "term": "Taylor Swift", "maxItems": 100 }
````

#### Example — live prices + seats + seat map (residential proxy required)

```json
{
  "mode": "event",
  "eventUrls": ["https://www.ticketmaster.com/event/0E00612D3B6E6D8F"],
  "includeSeatMap": true,
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}
```

#### Example — a city's events

```json
{ "mode": "discover", "cities": ["new-york", "los-angeles"] }
```

***

### Proxy

**Discovery** modes (`search`, `venue`, `artist`, `discover`) run on the default Apify proxy — lowest cost, no residential needed.

**Live pricing** (`event`) **requires a residential proxy** — set `proxyConfiguration` to RESIDENTIAL (or supply your own). If an event still can't be reached, the actor records a clear note and **does not charge you** for it.

### Pricing

**$0.0005 per discovery event, $0.04 per live-priced event, $0.02 per seat map, $0 start fee.** The cheapest effective Ticketmaster discovery scraper on the Store, and the only one that returns live prices, seats and auditorium maps. Blocked live-pricing / seat-map runs are never charged. Full comparison in [PRICING.md](./PRICING.md).

### Output

Results go to the dataset. Ready-made views: **Events (discovery)**, **Live prices + seats**, and **Seat map**. Export as JSON, CSV, Excel, or pull via the Apify API.

### Disclaimer

This actor scrapes publicly available information. Use it in compliance with Ticketmaster's terms and applicable law, and only for data you're permitted to collect.

# Actor input Schema

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

What to scrape. "search" lists events matching a keyword; "venue"/"artist" list a venue's or artist's upcoming events; "discover" lists events in a city; "event" reads LIVE ticket prices and real seat availability for each event; "selftest" checks that everything still works (for monitoring).

## `term` (type: `string`):

Keyword to search for — an artist, team, show or event name (e.g. "Taylor Swift", "Lakers", "Hamilton"). Used only in "search" mode.

## `venueUrls` (type: `array`):

Venues to list upcoming events for. Accepts Ticketmaster venue URLs (https://www.ticketmaster.com/<slug>/venue/<id>) or bare venue IDs. Used only in "venue" mode.

## `artistUrls` (type: `array`):

Artists/attractions to list upcoming events for. Accepts Ticketmaster artist URLs (https://www.ticketmaster.com/<slug>/artist/<id>) or bare artist IDs. Used only in "artist" mode.

## `cities` (type: `array`):

Cities to discover events in. Accepts a bare city slug (e.g. "new-york", "los-angeles") — the "concerts" category is used by default. To pick another category, pass "<category>/<city>" (e.g. "sports/new-york", "arts-theater/chicago"), or a full Ticketmaster discover URL (https://www.ticketmaster.com/discover/<category>/<city>). Used only in "discover" mode.

## `eventUrls` (type: `array`):

Events to read LIVE prices and seat availability for. Accepts Ticketmaster event URLs (https://www.ticketmaster.com/event/<ID>) or bare event IDs. Used only in "event" mode. ⚠️ REQUIRES a RESIDENTIAL proxy. Set Proxy configuration below to RESIDENTIAL (or supply your own residential proxy). Runs that get blocked are NOT charged.

## `includeSeatMap` (type: `boolean`):

In "event" mode, also capture the venue's auditorium map: every section as a polygon on the seating chart, with per-section availability joined in, plus the seat-map image URL. Adds the "seat-map" charge per event. ⚠️ Also requires a RESIDENTIAL proxy.

## `seatLevel` (type: `boolean`):

When "Include seat map" is on, also extract every individual seat (row, label and x/y coordinates) inside each section. Produces large output for big arenas. No extra charge beyond "seat-map".

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

Maximum number of results to scrape across the whole run (events in search/discovery modes, pages in venue/artist, events in event mode).

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

The default Apify proxy works for discovery (search/venue/artist/discover) — leave this empty. ⚠️ The "event" (live prices + seats) mode REQUIRES a RESIDENTIAL proxy: set this to Apify Proxy → RESIDENTIAL, or supply your own residential proxy URLs.

## Actor input object example

```json
{
  "mode": "search",
  "term": "Taylor Swift",
  "cities": [
    "new-york"
  ],
  "includeSeatMap": false,
  "seatLevel": false,
  "maxItems": 100
}
```

# Actor output Schema

## `events` (type: `string`):

No description

## `pricing` (type: `string`):

No description

## `seatmap` (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 = {
    "term": "concerts",
    "cities": [
        "new-york"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("serp.cheap.ofc/cheapest-ticketmaster-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 = {
    "term": "concerts",
    "cities": ["new-york"],
}

# Run the Actor and wait for it to finish
run = client.actor("serp.cheap.ofc/cheapest-ticketmaster-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 '{
  "term": "concerts",
  "cities": [
    "new-york"
  ]
}' |
apify call serp.cheap.ofc/cheapest-ticketmaster-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Cheapest Ticketmaster Scraper",
        "description": "Scrape Ticketmaster events, venues and artists at the lowest price per result — plus live ticket prices and real seat availability. Pay per result — no start fee, no subscription.",
        "version": "0.1",
        "x-build-id": "lHdzU2N6bIROBqCSv"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/serp.cheap.ofc~cheapest-ticketmaster-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-serp.cheap.ofc-cheapest-ticketmaster-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/serp.cheap.ofc~cheapest-ticketmaster-scraper/runs": {
            "post": {
                "operationId": "runs-sync-serp.cheap.ofc-cheapest-ticketmaster-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/serp.cheap.ofc~cheapest-ticketmaster-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-serp.cheap.ofc-cheapest-ticketmaster-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "search",
                            "venue",
                            "artist",
                            "discover",
                            "event",
                            "selftest"
                        ],
                        "type": "string",
                        "description": "What to scrape. \"search\" lists events matching a keyword; \"venue\"/\"artist\" list a venue's or artist's upcoming events; \"discover\" lists events in a city; \"event\" reads LIVE ticket prices and real seat availability for each event; \"selftest\" checks that everything still works (for monitoring).",
                        "default": "search"
                    },
                    "term": {
                        "title": "Search keyword",
                        "type": "string",
                        "description": "Keyword to search for — an artist, team, show or event name (e.g. \"Taylor Swift\", \"Lakers\", \"Hamilton\"). Used only in \"search\" mode."
                    },
                    "venueUrls": {
                        "title": "Venue URLs or IDs",
                        "type": "array",
                        "description": "Venues to list upcoming events for. Accepts Ticketmaster venue URLs (https://www.ticketmaster.com/<slug>/venue/<id>) or bare venue IDs. Used only in \"venue\" mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "artistUrls": {
                        "title": "Artist URLs or IDs",
                        "type": "array",
                        "description": "Artists/attractions to list upcoming events for. Accepts Ticketmaster artist URLs (https://www.ticketmaster.com/<slug>/artist/<id>) or bare artist IDs. Used only in \"artist\" mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "cities": {
                        "title": "Cities",
                        "type": "array",
                        "description": "Cities to discover events in. Accepts a bare city slug (e.g. \"new-york\", \"los-angeles\") — the \"concerts\" category is used by default. To pick another category, pass \"<category>/<city>\" (e.g. \"sports/new-york\", \"arts-theater/chicago\"), or a full Ticketmaster discover URL (https://www.ticketmaster.com/discover/<category>/<city>). Used only in \"discover\" mode.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "eventUrls": {
                        "title": "Event URLs or IDs",
                        "type": "array",
                        "description": "Events to read LIVE prices and seat availability for. Accepts Ticketmaster event URLs (https://www.ticketmaster.com/event/<ID>) or bare event IDs. Used only in \"event\" mode. ⚠️ REQUIRES a RESIDENTIAL proxy. Set Proxy configuration below to RESIDENTIAL (or supply your own residential proxy). Runs that get blocked are NOT charged.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "includeSeatMap": {
                        "title": "Include seat map (auditorium map)",
                        "type": "boolean",
                        "description": "In \"event\" mode, also capture the venue's auditorium map: every section as a polygon on the seating chart, with per-section availability joined in, plus the seat-map image URL. Adds the \"seat-map\" charge per event. ⚠️ Also requires a RESIDENTIAL proxy.",
                        "default": false
                    },
                    "seatLevel": {
                        "title": "Seat-level coordinates",
                        "type": "boolean",
                        "description": "When \"Include seat map\" is on, also extract every individual seat (row, label and x/y coordinates) inside each section. Produces large output for big arenas. No extra charge beyond \"seat-map\".",
                        "default": false
                    },
                    "maxItems": {
                        "title": "Max items",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of results to scrape across the whole run (events in search/discovery modes, pages in venue/artist, events in event mode).",
                        "default": 100
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "The default Apify proxy works for discovery (search/venue/artist/discover) — leave this empty. ⚠️ The \"event\" (live prices + seats) mode REQUIRES a RESIDENTIAL proxy: set this to Apify Proxy → RESIDENTIAL, or supply your own residential proxy URLs."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
