# Yelp Business Leads — Email & Contact Enrichment (`bovi/yelp-business-leads`) Actor

Turn Yelp into a ready-to-contact prospect list. Search businesses by keyword + location, then auto-enrich each with a verified email, social handles & phone pulled from its website. Deduped, CRM-ready leads for sales & local outreach. Pay per lead.

- **URL**: https://apify.com/bovi/yelp-business-leads.md
- **Developed by:** [Vitalii Bondarev](https://apify.com/bovi) (community)
- **Categories:** Lead generation, Business
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.99 / 1,000 business leads

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Yelp Business Leads — Email & Contact Enrichment

Turn Yelp into a **ready-to-contact prospect list**, not a listing dump. Search any niche + city (e.g. *plumbers in Austin, TX*) and get one clean lead per business with everything Yelp shows — **name, phone, website, rating, reviews, category, address, hours** — **plus the part every other Yelp scraper leaves out: a contactable email, social-media handles, and extra phone numbers harvested from the business's own website**, with the email run through a deliverability check.

A Yelp listing tells you a business *exists*. This actor gives you a way to actually **reach the owner** — so the output drops straight into a cold-email or CRM workflow instead of needing a second enrichment tool.

### What makes it different

Other Yelp scrapers stop at the listing: name, phone, maybe a website link. To email those prospects you then need a second tool to visit each site and dig out an address. This actor does **both jobs in one run**:

1. **Yelp listing** — the full business profile (phone, website, rating, reviews, hours, category, address).
2. **Website enrichment** — for every business with a website, it visits the homepage + contact/about page and pulls:
   - **Email** — the best contactable address, de-obfuscated (handles `name [at] domain` tricks)
   - **Deliverability** — MX lookup + best-effort SMTP probe → `emailStatus` (deliverable / risky / unknown) + a 0–100 score
   - **Socials** — LinkedIn, Facebook, Instagram, X/Twitter, YouTube, TikTok
   - **Extra phones** — any numbers on the site beyond the Yelp listing

Plus the reliability the field is short on: Yelp is reached through a **managed-access browser** that handles the protected target, so it keeps returning leads on days request-based scrapers get blocked.

### What you need

Nothing but a search. No Yelp account, no API key, no proxy or email-tool subscription of your own:

- **Search terms** — e.g. `plumbers`, `HVAC contractors`, `dentists`, `med spas`
- **Location** — e.g. `Austin, TX`, `New York, NY`, `90210`

…or paste direct Yelp business URLs for targeted lookups.

### Input

| Field | Type | Description |
|---|---|---|
| `searchTerms` | string[] | Keywords: "plumbers", "law firms", "dentists" |
| `location` | string | City / state / zip: "Austin, TX", "90210" |
| `businessUrls` | string[] | Direct Yelp URLs or business aliases (instead of search) |
| `maxResults` | integer | Max per search term (0 = all, up to Yelp's ~240 cap) |
| `enrichContacts` | boolean | **ON by default** — visit each website for email + socials |
| `verifyEmails` | boolean | MX + best-effort SMTP deliverability on the best email |
| `includeReviews` | boolean | Add up to 3 recent review snippets per business |
| `categories` | string | Category alias filter, e.g. "plumbing" |
| `sortBy` | string | best_match / rating / review_count / distance |

> Turn `enrichContacts` **off** for a faster, listing-only run (name, phone, rating, category) when you don't need emails.

### Output (per business lead)

```json
{
  "business_id": "WavvLdfdP6g8aZTtbBQHTw",
  "name": "Gary's Plumbing & Heating",
  "url": "https://www.yelp.com/biz/gary-s-plumbing-austin",
  "phone": "(512) 444-1234",
  "website": "https://garysplumbingatx.com",
  "address": "1234 Lamar Blvd",
  "city": "Austin",
  "state": "TX",
  "zip": "78703",
  "rating": 4.5,
  "review_count": 247,
  "categories": "Plumbing, Water Heater Installation/Repair",
  "is_closed": false,
  "search_term": "plumbers",
  "hours_open": "Mon: 08:00-18:00; Sat: 09:00-14:00",
  "email": "gary@garysplumbingatx.com",
  "emailStatus": "deliverable",
  "emailScore": 100,
  "emailIsRole": false,
  "mxFound": true,
  "allEmails": ["gary@garysplumbingatx.com", "info@garysplumbingatx.com"],
  "socials": {
    "facebook": "https://facebook.com/garysplumbingatx",
    "instagram": "https://instagram.com/garysplumbingatx"
  },
  "websitePhones": ["+15124441234"],
  "enrichedFrom": ["https://garysplumbingatx.com/contact"],
  "enrichmentStatus": "enriched",
  "scraped_at": "2026-06-15T10:30:00+00:00",
  "parse_confidence": 1.0
}
````

`enrichmentStatus` tells you what happened per lead: `enriched` (contacts found), `no_contacts` (site had none), `fetch_failed` (site unreachable), `no_website` (no site on Yelp), or `disabled` (enrichment off).

### Use cases

- **Cold email + outreach** — build a list of local businesses with a verified email, ready for your sequencer
- **Sales prospecting** — phone *and* email *and* socials per business, no second enrichment tool
- **Agency lead gen** — pull targeted local-business lists with contact data to sell or work
- **Local market research** — compare ratings, review counts and categories across a territory

### Pricing

Pay-per-lead: billed per business returned, enrichment included. No subscription, no minimums, and no separate charge for the email step — compute runs on your own Apify account.

### Frequently asked questions

**Do I need a Yelp API key, a proxy, or an email-finder subscription?**
No. You supply a search term and location; the actor reaches Yelp, visits each business website, and returns the contact data in one run.

**How accurate are the emails?**
Each business's best email is picked (a personal, on-domain address beats a generic `info@`) and checked: MX always, plus an SMTP probe where the mail host is reachable. `emailStatus` + `emailScore` tell you how confident to be. Some hosts block SMTP probing, in which case the email is still returned with an `unknown` status and the MX result.

**What if a business has no website?**
You still get the full Yelp listing (name, phone, rating, etc.) with `enrichmentStatus: "no_website"`. You're never charged extra for the enrichment attempt.

**Will it keep working when Yelp blocks other scrapers?**
Yelp is reached through a managed-access browser that handles its protection layer, so it stays reliable on days request-based scrapers return nothing.

***

*Not affiliated with Yelp Inc. Collects publicly available business information for legitimate lead-generation and research use; respect Yelp's terms and applicable law.*

### Integrations

The JSON/dataset output drops into the tools you already run, no glue code:

- **n8n / Make / Zapier** — pipe every new lead into 500+ apps (Google Sheets, Airtable, HubSpot, your CRM): [n8n](https://docs.apify.com/platform/integrations/n8n), [Make](https://docs.apify.com/platform/integrations/make), [Zapier](https://docs.apify.com/platform/integrations/zapier).
- **Webhooks** — fire your endpoint the moment a run finishes ([docs](https://docs.apify.com/platform/integrations/webhooks)).
- **MCP server** — expose this actor as a tool to Claude, Cursor, or any [MCP client](https://mcp.apify.com) so an AI agent can pull leads mid-conversation ([guide](https://blog.apify.com/how-to-use-mcp/)).
- **API & SDKs** — fetch the dataset as JSON, CSV, or Excel through the Apify REST API or the Python / JS SDKs.

See all [Apify integrations](https://apify.com/integrations).

# Actor input Schema

## `searchTerms` (type: `array`):

Keywords to search for, e.g. 'plumbers', 'pizza restaurants', 'dentists'. Used together with the Location field. One search = up to 50 businesses per result page.

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

City, state, or zip code to search in. Examples: 'Austin, TX', 'New York, NY', '90210'. Required when using searchTerms.

## `businessUrls` (type: `array`):

Direct Yelp business URLs (https://www.yelp.com/biz/...) or Yelp business IDs. Use instead of searchTerms for targeted lookups.

## `maxResults` (type: `integer`):

Max businesses per search term. 0 = all (Yelp caps ~240 per search).

## `enrichContacts` (type: `boolean`):

ON by default — this is what makes these leads contactable. For every business with a website, the actor visits the site (homepage + contact/about page) and harvests an email address, social-media handles (LinkedIn, Facebook, Instagram, X, YouTube, TikTok) and any extra phone numbers. Turn off for a faster, listing-only run (name, phone, rating, category) without contact enrichment.

## `verifyEmails` (type: `boolean`):

Run a deliverability check on the best email found per business: MX-record lookup plus a best-effort SMTP probe. Adds emailStatus (deliverable / risky / unknown / undeliverable) and a 0-100 score. Only applies when contact enrichment is on.

## `includeReviews` (type: `boolean`):

Add up to 3 recent review snippets per business (fetched from the business page).

## `categories` (type: `string`):

Filter search results by Yelp category alias (e.g. 'plumbing', 'pizza', 'dentists'). Leave blank to search all categories.

## `sortBy` (type: `string`):

Result order: best\_match | rating | review\_count | distance.

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

Proxy used to visit business websites during contact enrichment. Yelp itself is reached via a built-in managed-access browser, so the default residential proxy is all you need.

## Actor input object example

```json
{
  "searchTerms": [
    "plumbers",
    "HVAC contractors",
    "electricians"
  ],
  "location": "San Francisco, CA",
  "businessUrls": [
    "https://www.yelp.com/biz/gary-s-plumbing-austin",
    "WavvLdfdP6g8aZTtbBQHTw"
  ],
  "maxResults": 200,
  "enrichContacts": true,
  "verifyEmails": true,
  "includeReviews": false,
  "categories": "plumbing",
  "sortBy": "best_match",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}
```

# Actor output Schema

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

Dataset of enriched Yelp business leads. Each row = one business with its Yelp data plus a harvested email, emailStatus, emailScore, social handles and extra phones.

# 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 = {
    "searchTerms": [
        "plumbers"
    ],
    "location": "Austin, TX",
    "maxResults": 50,
    "enrichContacts": true,
    "verifyEmails": true,
    "includeReviews": false,
    "sortBy": "best_match",
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ],
        "apifyProxyCountry": "US"
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("bovi/yelp-business-leads").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 = {
    "searchTerms": ["plumbers"],
    "location": "Austin, TX",
    "maxResults": 50,
    "enrichContacts": True,
    "verifyEmails": True,
    "includeReviews": False,
    "sortBy": "best_match",
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
        "apifyProxyCountry": "US",
    },
}

# Run the Actor and wait for it to finish
run = client.actor("bovi/yelp-business-leads").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 '{
  "searchTerms": [
    "plumbers"
  ],
  "location": "Austin, TX",
  "maxResults": 50,
  "enrichContacts": true,
  "verifyEmails": true,
  "includeReviews": false,
  "sortBy": "best_match",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}' |
apify call bovi/yelp-business-leads --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Yelp Business Leads — Email & Contact Enrichment",
        "description": "Turn Yelp into a ready-to-contact prospect list. Search businesses by keyword + location, then auto-enrich each with a verified email, social handles & phone pulled from its website. Deduped, CRM-ready leads for sales & local outreach. Pay per lead.",
        "version": "0.1",
        "x-build-id": "bKU5SFZbcGLWCZBr8"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/bovi~yelp-business-leads/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-bovi-yelp-business-leads",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/bovi~yelp-business-leads/runs": {
            "post": {
                "operationId": "runs-sync-bovi-yelp-business-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/bovi~yelp-business-leads/run-sync": {
            "post": {
                "operationId": "run-sync-bovi-yelp-business-leads",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchTerms": {
                        "title": "Search terms",
                        "type": "array",
                        "description": "Keywords to search for, e.g. 'plumbers', 'pizza restaurants', 'dentists'. Used together with the Location field. One search = up to 50 businesses per result page.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "City, state, or zip code to search in. Examples: 'Austin, TX', 'New York, NY', '90210'. Required when using searchTerms."
                    },
                    "businessUrls": {
                        "title": "Business URLs or IDs",
                        "type": "array",
                        "description": "Direct Yelp business URLs (https://www.yelp.com/biz/...) or Yelp business IDs. Use instead of searchTerms for targeted lookups.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max results per search term",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Max businesses per search term. 0 = all (Yelp caps ~240 per search).",
                        "default": 50
                    },
                    "enrichContacts": {
                        "title": "Enrich contacts (email, socials) from each website",
                        "type": "boolean",
                        "description": "ON by default — this is what makes these leads contactable. For every business with a website, the actor visits the site (homepage + contact/about page) and harvests an email address, social-media handles (LinkedIn, Facebook, Instagram, X, YouTube, TikTok) and any extra phone numbers. Turn off for a faster, listing-only run (name, phone, rating, category) without contact enrichment.",
                        "default": true
                    },
                    "verifyEmails": {
                        "title": "Verify email deliverability",
                        "type": "boolean",
                        "description": "Run a deliverability check on the best email found per business: MX-record lookup plus a best-effort SMTP probe. Adds emailStatus (deliverable / risky / unknown / undeliverable) and a 0-100 score. Only applies when contact enrichment is on.",
                        "default": true
                    },
                    "includeReviews": {
                        "title": "Include review snippets",
                        "type": "boolean",
                        "description": "Add up to 3 recent review snippets per business (fetched from the business page).",
                        "default": false
                    },
                    "categories": {
                        "title": "Category filter",
                        "type": "string",
                        "description": "Filter search results by Yelp category alias (e.g. 'plumbing', 'pizza', 'dentists'). Leave blank to search all categories."
                    },
                    "sortBy": {
                        "title": "Sort results by",
                        "enum": [
                            "best_match",
                            "rating",
                            "review_count",
                            "distance"
                        ],
                        "type": "string",
                        "description": "Result order: best_match | rating | review_count | distance.",
                        "default": "best_match"
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Proxy used to visit business websites during contact enrichment. Yelp itself is reached via a built-in managed-access browser, so the default residential proxy is all you need.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ],
                            "apifyProxyCountry": "US"
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```