# The Bash Vendor Scraper — DJs, Bands, Photographers & More (`scrapersdelight/thebash-scraper`) Actor

Scrape The Bash (thebash.com) event vendors by city & category — DJs, live bands, photographers, caterers & 100+ more — with rating, reviews, starting price, bookings & profile URL. Monitor mode + Slack/email/webhook alerts for new listings. No login or API key. From $4 per 1,000 vendors.

- **URL**: https://apify.com/scrapersdelight/thebash-scraper.md
- **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community)
- **Categories:** Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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

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

## What's an Apify Actor?

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

## How to integrate an Actor?

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

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

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

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

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

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

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

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

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

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

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


# README

## 🎧 The Bash Vendor Scraper — DJs, Bands, Photographers & More

**Pull every event vendor on The Bash (thebash.com, formerly GigMasters) for any US city + category — DJs, live bands, photographers, caterers, comedians, magicians, bartenders, photo booths and 100+ more — with rating, review count, starting price, verified bookings and profile URL. Optionally enrich each vendor with their full profile (geo coordinates, member-since date, price range, services, awards, and up to 10 full reviews with scores). Run it on a schedule to catch new vendors the day they list.**

No login, no API key, no HTML guessing — The Bash server-renders all vendor data as JSON, so runs are fast and reliable.

---

### Why this one

The Bash is one of the biggest US event-vendor marketplaces (it's owned by The Knot Worldwide), and no other Apify actor covers it:

- ✅ **25 full vendor records per page**, parsed from the site's own JSON — no fragile selectors
- ✅ **Starting price + price period** (e.g. `$900 per event`) — rare public pricing signal for the events niche
- ✅ **Verified bookings + days since last booking** — see who's actually active
- ✅ **Detail enrichment**: latitude/longitude, member-since, full price range, services offered, awards, full review text with 5 score dimensions
- ✅ A **new-vendor monitor** with Slack / email / webhook alerts

**Honest note:** The Bash gates vendor phone + email behind its quote form — they are not public, so this actor does not promise contact fields. It's lead-gen by profile: name, city, price, reviews, activity and a direct profile link. (Venue-type listings occasionally expose a contact; when present it's passed through as `venue_email` / `venue_phone`.)

---

### What you get (per vendor)

`name` · `category` · `city` · `state` · `rating` · `review_count` · **`starting_price`** + `price_period` · **`bookings`** · `days_since_last_booking` · `background_verified` · `membership_level` · `photo_count` / `video_count` · `description` · `thumbnail_url` · `first_video_url` · `travel_distance_miles` · `profile_url` · `is_new` · `scraped_at`

With **Fetch profile details** on, each vendor also gets: `latitude` / `longitude` · `member_since` · `date_added` · `verified_bookings` · `price_low` / `price_high` · `services[]` · `gigs_desired[]` · `awards[]` · `full_description` · `reviews[]` (text + satisfaction/recommend/professionalism/talent scores).

#### Example output

```json
{
  "member_id": 121803,
  "name": "Joel Guerrero - DJ / MC",
  "category": "DJ",
  "city": "Bay Shore",
  "state": "NY",
  "rating": 5,
  "review_count": 24,
  "starting_price": 900,
  "price_period": "per event",
  "bookings": 52,
  "days_since_last_booking": 27,
  "background_verified": false,
  "membership_level": "Basic",
  "profile_url": "https://www.thebash.com/dj/joelguerrero",
  "record_id": "thebash-121803",
  "source": "The Bash",
  "scraped_at": "2026-06-12T18:00:00.000Z"
}
````

Export to CSV/JSON/Excel or pull via the Apify API into your CRM, Clay, n8n, or Make.

***

### Input

| Field | Type | Default | What it does |
|-------|------|---------|--------------|
| `city` | string | `New York, NY` | City + state ("Austin, TX") or The Bash slug ("austin-tx"). Small towns auto-roll up to their metro. |
| `category` | string | `dj` | Friendly name (dj, band, photographer, caterer, bartender, comedian, magician, photo-booths, …) or any raw slug from thebash.com/services. |
| `maxItems` | integer | `50` | Cap on vendors per run. `0` = every vendor in the city. |
| `fetchDetails` | boolean | `false` | Fetch each profile page for geo, member-since, full reviews, awards, services. |
| `concurrency` | integer | `5` | Parallel profile fetches (detail mode). |
| `monitorMode` | boolean | `false` | Output/alert ONLY vendors not seen in prior runs (per city+category). |
| `alertOnNewListing` | boolean | `true` | In monitor mode, alert for each new vendor. |
| `webhookUrl` / `slackWebhookUrl` / `emailRecipients` | — | — | Where new-vendor alerts go. |
| `proxyConfiguration` | object | Apify proxy | Datacenter rotation worked in testing; use residential if you see 403s at scale. |

#### Quick start

```json
{ "city": "New York, NY", "category": "dj", "maxItems": 50 }
```

#### Full pull with details

```json
{ "city": "Los Angeles, CA", "category": "photographer", "maxItems": 0, "fetchDetails": true }
```

#### Daily new-vendor monitor

```json
{ "city": "Austin, TX", "category": "band", "maxItems": 0, "monitorMode": true, "slackWebhookUrl": "https://hooks.slack.com/services/…" }
```

**Popular categories:** dj · wedding-dj · latin-dj · band (live bands) · jazz-band · mariachi-band · photographer · videographer · caterer · bartender · comedian · magician · photo-booths · singer · guitarist · violinist · face-painting · balloon-twister · caricaturist · santa-claus · clown — plus any raw slug from [thebash.com/services](https://www.thebash.com/services).

***

### Who it's for

- 🎯 **Event-tech / SaaS** selling to DJs, bands, photographers, caterers — build account lists with real activity + price signals
- 📣 **Agencies & lead-gen** in the events/wedding space — qualify by rating, bookings, and price tier
- 🎤 **Vendors** benchmarking competitors' pricing and reviews in their market
- 📊 **Market researchers** mapping vendor supply, pricing, and category density by city

***

### Pricing (pay-per-event)

| Event | What it covers | Price |
|-------|----------------|-------|
| `lot-scraped` | each vendor record returned | $0.004 (= $4 / 1,000) |
| `lot-detail-enriched` | each profile page enriched | $0.004 |
| `monitor-run-completed` | each scheduled watch run | $0.05 |
| `new-lot-detected` | each newly listed vendor | $0.02 |
| `alert-delivered` | each Slack/email/webhook alert | $0.005 |

A default run (50 NYC DJs, no details) costs about **$0.20**.

***

### Monitor / alert setup

1. Run once with `monitorMode: true` — this seeds the baseline (every vendor counts as new on the first run).
2. Add an **Apify Schedule** (e.g. daily) with the same input.
3. Each later run outputs and alerts **only vendors that weren't there before**. State is kept per city+category in a named key-value store (`thebash-scraper-state`), so it survives across runs — no double alerts.
4. Point `slackWebhookUrl`, `webhookUrl`, or `emailRecipients` at your channel/endpoint/inbox.

***

### FAQ

**Does it return phone numbers or emails?** No — The Bash gates vendor contact behind its quote form; nothing public exists to scrape. You get the full business profile (name, city, price, rating, reviews, activity) plus the profile URL. Venue-type listings occasionally expose a contact, which is passed through.

**Which cities work?** Any US/Canada city The Bash serves (thousands). Use "City, ST" — the site rolls small towns up to the nearest metro automatically and the actor follows.

**Which categories work?** 100+ — every slug on thebash.com/services. The friendly names above cover the big ones; any raw slug works too.

**How fresh is the data?** Live — every run hits the site directly. `days_since_last_booking` tells you how active each vendor is.

**How fast is it?** ~25 vendors per request. 50 vendors ≈ a few seconds; a full city with details ≈ a couple of minutes.

**Does monitor mode double-charge?** No — it remembers what it's seen (named store) and emits each vendor once.

**Can I get review text?** Yes — turn on `fetchDetails` for up to 10 full reviews per vendor with satisfaction/recommend/professionalism/talent scores.

**What about anti-bot?** The Bash sits behind Akamai, but it's a header-fingerprint filter, not a CAPTCHA. The actor sends a clean browser profile and paces requests; datacenter proxy worked throughout testing.

**Is this legal?** It scrapes only publicly displayed marketplace data (no login, no contact harvesting). You are responsible for how you use the data — follow The Bash's ToS and applicable laws for your use case.

**Can it do multiple cities/categories?** One city+category per run keeps monitor scopes clean — fan out with multiple scheduled runs or task copies.

# Actor input Schema

## `city` (type: `string`):

The city + state to pull vendors for. Accepts 'New York, NY' or The Bash slug 'new-york-ny'. The site auto-rolls small towns up to their metro.

## `category` (type: `string`):

What kind of vendor. Friendly names: dj, wedding-dj, latin-dj, band (live bands), jazz-band, mariachi-band, photographer, videographer, caterer, bartender, comedian, magician, photo-booths, singer, guitarist, violinist, face-painting, balloon-twister, caricaturist, santa-claus, clown — or any raw The Bash category slug from thebash.com/services.

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

Cap on vendors per run (25 per listing page). Set 0 to pull every vendor in the city.

## `fetchDetails` (type: `boolean`):

Also fetch each vendor's profile page: latitude/longitude, member-since date, verified bookings, full price range, services offered, awards, and up to 10 full reviews with scores. One extra request per vendor.

## `concurrency` (type: `integer`):

How many profile pages to fetch in parallel (detail mode).

## `monitorMode` (type: `boolean`):

Recurring watcher: diff against the prior run (per city+category scope) and output/alert ONLY new vendors. Pair with an Apify Schedule.

## `alertOnNewListing` (type: `boolean`):

In monitor mode, send an alert for each newly listed vendor.

## `webhookUrl` (type: `string`):

POST endpoint for new-vendor alerts.

## `slackWebhookUrl` (type: `string`):

Slack incoming-webhook URL.

## `emailRecipients` (type: `array`):

Emails for the new-vendor digest (via apify/send-mail).

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

Proxy settings. The Bash sits behind Akamai but passes with a clean browser fingerprint — datacenter rotation worked in testing; switch to residential if you see 403s at scale.

## `diagnose` (type: `boolean`):

Dev only. Logs the first parsed vendor (with detail enrichment), then exits.

## Actor input object example

```json
{
  "city": "New York, NY",
  "category": "dj",
  "maxItems": 50,
  "fetchDetails": false,
  "concurrency": 5,
  "monitorMode": false,
  "alertOnNewListing": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "diagnose": false
}
```

# Actor output Schema

## `vendors` (type: `string`):

The dataset of event vendors (one item per vendor).

# 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 = {
    "city": "New York, NY",
    "category": "dj",
    "maxItems": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("scrapersdelight/thebash-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 = {
    "city": "New York, NY",
    "category": "dj",
    "maxItems": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("scrapersdelight/thebash-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 '{
  "city": "New York, NY",
  "category": "dj",
  "maxItems": 50
}' |
apify call scrapersdelight/thebash-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "The Bash Vendor Scraper — DJs, Bands, Photographers & More",
        "description": "Scrape The Bash (thebash.com) event vendors by city & category — DJs, live bands, photographers, caterers & 100+ more — with rating, reviews, starting price, bookings & profile URL. Monitor mode + Slack/email/webhook alerts for new listings. No login or API key. From $4 per 1,000 vendors.",
        "version": "0.1",
        "x-build-id": "Wq5542dgmvWPb7hpT"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scrapersdelight~thebash-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scrapersdelight-thebash-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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/scrapersdelight~thebash-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scrapersdelight-thebash-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/scrapersdelight~thebash-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scrapersdelight-thebash-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": {
                    "city": {
                        "title": "City (e.g. 'New York, NY')",
                        "type": "string",
                        "description": "The city + state to pull vendors for. Accepts 'New York, NY' or The Bash slug 'new-york-ny'. The site auto-rolls small towns up to their metro."
                    },
                    "category": {
                        "title": "Category",
                        "type": "string",
                        "description": "What kind of vendor. Friendly names: dj, wedding-dj, latin-dj, band (live bands), jazz-band, mariachi-band, photographer, videographer, caterer, bartender, comedian, magician, photo-booths, singer, guitarist, violinist, face-painting, balloon-twister, caricaturist, santa-claus, clown — or any raw The Bash category slug from thebash.com/services."
                    },
                    "maxItems": {
                        "title": "Max vendors",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Cap on vendors per run (25 per listing page). Set 0 to pull every vendor in the city.",
                        "default": 50
                    },
                    "fetchDetails": {
                        "title": "Fetch profile details",
                        "type": "boolean",
                        "description": "Also fetch each vendor's profile page: latitude/longitude, member-since date, verified bookings, full price range, services offered, awards, and up to 10 full reviews with scores. One extra request per vendor.",
                        "default": false
                    },
                    "concurrency": {
                        "title": "Concurrency",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "How many profile pages to fetch in parallel (detail mode).",
                        "default": 5
                    },
                    "monitorMode": {
                        "title": "Monitor mode (new-vendor watcher)",
                        "type": "boolean",
                        "description": "Recurring watcher: diff against the prior run (per city+category scope) and output/alert ONLY new vendors. Pair with an Apify Schedule.",
                        "default": false
                    },
                    "alertOnNewListing": {
                        "title": "Alert on new vendors",
                        "type": "boolean",
                        "description": "In monitor mode, send an alert for each newly listed vendor.",
                        "default": true
                    },
                    "webhookUrl": {
                        "title": "Webhook URL",
                        "type": "string",
                        "description": "POST endpoint for new-vendor alerts."
                    },
                    "slackWebhookUrl": {
                        "title": "Slack webhook URL",
                        "type": "string",
                        "description": "Slack incoming-webhook URL."
                    },
                    "emailRecipients": {
                        "title": "Email recipients",
                        "type": "array",
                        "description": "Emails for the new-vendor digest (via apify/send-mail).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Proxy settings. The Bash sits behind Akamai but passes with a clean browser fingerprint — datacenter rotation worked in testing; switch to residential if you see 403s at scale.",
                        "default": {
                            "useApifyProxy": true
                        }
                    },
                    "diagnose": {
                        "title": "Diagnostic mode (dev)",
                        "type": "boolean",
                        "description": "Dev only. Logs the first parsed vendor (with detail enrichment), then exits.",
                        "default": false
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```