# Google Maps Lead Finder (Filters & Executive Emails) (`am_production/google-maps-lead-finder`) Actor

Scrape Google Maps by location + keyword, filter with static rules (rating, reviews, category, contact requirements), then enrich with business emails and decision-maker contacts (name, title, MX-validated email, LinkedIn).

- **URL**: https://apify.com/am\_production/google-maps-lead-finder.md
- **Developed by:** [AM](https://apify.com/am_production) (community)
- **Categories:** Lead generation, Automation, Social media
- **Stats:** 12 total users, 9 monthly users, 95.7% runs succeeded, 5 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

from $0.005 / actor start

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

## Google Maps Lead Finder

Scrape Google Maps by **location + keyword**, filter with **static rules** (no AI, no surprises), and optionally enrich each result with **business emails** and **decision-maker contacts** (CEO, Founder, Partner, Director, …).

Built for B2B prospecting where you know exactly what you want and don't want to pay LLM rates on every row to find out.

### What you get

For every business that passes your filters:

| Field | Source |
|---|---|
| `name`, `address`, `lat`, `lng` | Google Maps |
| `phone`, `website` | Google Maps |
| `rating`, `review_count` | Google Maps |
| `category`, `categories` | Google Maps |
| `place_id`, `cid`, `timezone` | Google Maps |
| `emails`, `best_email` | Enrichment (visits website) |
| `executives[]` — `name`, `title`, `email_high`, `email_high_mx_valid`, `email_low`, `email_pattern`, `direct_phone`, `linkedin` | Enrichment (team/about pages) |
| `domain_mx_valid` | DNS MX check |

### Filters (all static, all optional)

- **Rating** — minimum stars
- **Reviews** — min and/or max (handy for excluding chains)
- **Website** — require / exclude / any
- **Phone** — require
- **Email** — require (applied after enrichment)
- **Include categories** — substring match against Google's category strings
- **Reject categories** — exact category exclusion
- **Reject keywords** — substring exclusion against name or category
- **Country code** — naive token check against the address

No LLM involved at any stage. What you ask for is what runs.

### Pricing — pay only for outcomes

| Event | Price | When charged |
|---|---:|---|
| Actor start | **$0.005** | Once per run |
| Place scraped (post-filter) | **$0.003** | Per place that passes your filter — dropped rows are free |
| Business email found | **$0.002** | Only when the site yielded ≥1 valid email |
| Executive found | **$0.030** | Per executive name+title detected |
| Executive email MX-validated | **$0.030** | Only when the exec's email passes a live MX check |

#### Worked example — 1,000 dental clinics in Texas
- 1,000 places × $0.003 = **$3.00**
- ~500 with extractable email × $0.002 = **$1.00**
- ~270 places with execs, ~700 execs total × $0.030 = **$21.00**
- ~700 MX-valid exec emails × $0.030 = **$21.00**
- Start fee: $0.005
- **Total ≈ $46.00** — about $0.046 per fully-enriched lead, or ~$0.06 per verified decision-maker contact

Comparison with Apify's market-leader (compass `crawler-google-places` at Free-tier list prices):
- Scrape: $4/1k vs **$3/1k** here
- Executive enrichment: $100/1k vs **$30/1k** here
- Email verification: $100/1k vs **$30/1k** here
- Same 1k-dental-clinic workload on compass costs ≈ **$144** → this actor saves **~68%** on Free-tier prices.

Buying verified executive emails from Apollo/ZoomInfo typically runs $1+ per contact; this actor is ~16× cheaper.

### Input — minimal

```json
{
  "location": "Austin, TX",
  "query": "dentist",
  "min_rating": 4.0,
  "min_reviews": 10,
  "website_filter": "with",
  "enrich_emails": true,
  "enrich_executives": true
}
````

### Input — full reference

See `.actor/input_schema.json` for every field with descriptions.

### How the scrape works

1. **Geocode** the location string via OpenStreetMap Nominatim → polygon.
2. **Grid** the polygon into ~5 km cells (configurable).
3. For each cell: hit Google Maps' raw `tbm=map` endpoint, paginate 20 results at a time until the API stops returning new places, parse the JSPB tuple into structured fields.
4. **Subdivide** any cell that saturates (≥18 results inside the cell's own bounds) into 4 quadrants — drills into dense urban areas.
5. **Dedup** by Google's `place_id` across the whole run.

UA rotation, jittered delays, captcha detection, and 429/5xx retry are all built in. Use Apify Proxy for production runs (the default).

### Email enrichment

- Visits the homepage, then `/contact`, then `/about` only if the homepage was empty.
- Regex-extracts emails, decoding HTML entities and `mailto:` links.
- Filters role-mailbox junk (`noreply@`, `sentry@`, image-filename "@" matches) and platform-CDN leakage (`wixpress.com`, `googleapis.com`, …).
- Sorts results so role mailboxes (`contact@`, `info@`, `sales@`, …) come first.

### Executive enrichment

- Discovers team/leadership pages from the homepage navigation (`/team`, `/leadership`, `/our-attorneys`, `/who-we-are`, etc.).
- Scans for **title regex hits** (CEO, CTO, Founder, Partner, President, Director, Head of …, Managing Partner, …) and pairs each with the nearest capitalized name in the preceding 80 characters.
- For each named executive:
  - **Verified email**: searches the page for an email whose local-part matches the name (e.g. `jane.doe@`, `jdoe@`).
  - **Proximity email**: nearest valid email within 250 chars if no verified match.
  - **Pattern inference**: votes the company's email convention across verified pairs (`first.last`, `flast`, `first`, …) and **derives** an email for execs we couldn't directly match.
  - **MX validation**: runs a live DNS check on every derived email; you only pay the $0.015 event when MX returns yes.
- Pulls a LinkedIn URL and "Direct phone:" labeled number from the same proximity window when present.

No GPT involved. Trade-off vs an LLM-validated approach: more false positives from testimonial/partner sections — the title-regex gate filters most, but expect 5–10% noise on busy sites. Buy the executive event only when that's an acceptable cost.

### Limitations

- Google Maps caps at ~120 results per viewport; we work around it by gridding and subdividing, but extremely dense urban areas may still miss some places at the bottom of the long tail.
- Nominatim has a 1 req/sec TOS — we make one call per actor run, well within bounds.
- Captcha responses cancel the run early. With Apify Proxy in residential mode, this almost never happens.
- No JavaScript rendering on enrichment pages — sites that hide emails behind JS (rare) won't yield contacts.

# Actor input Schema

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

Free-text place to search inside. The scraper geocodes this via OpenStreetMap and walks every cell of the resulting polygon.

## `query` (type: `string`):

What kind of business to look for (the same string you'd type into Google Maps).

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

Stop after this many results pass the pre-filter. Leave empty for unlimited.

## `min_rating` (type: `integer`):

Drop places below this star rating (1-5). 0 = no filter.

## `min_reviews` (type: `integer`):

Drop places with fewer reviews than this.

## `max_reviews` (type: `integer`):

Drop places with more reviews than this. Useful for excluding national chains and filtering for small/medium businesses.

## `website_filter` (type: `string`):

any: keep all. with: only places that have a website. without: only places that don't (good for cold-call lists).

## `require_phone` (type: `boolean`):

Drop places that have no phone number.

## `require_email` (type: `boolean`):

Drop places where enrichment found no email. Only meaningful when `enrich_emails` or `enrich_executives` is on.

## `include_categories` (type: `array`):

Keep only places whose category contains one of these strings. Case-insensitive substring match.

## `reject_categories` (type: `array`):

Drop places whose category exactly matches one of these (case-insensitive).

## `reject_keywords` (type: `array`):

Drop places whose name or category contains any of these strings (case-insensitive). E.g. 'franchise', 'corporate'.

## `country_code` (type: `string`):

Drop places whose address doesn't contain this country/state token. Naive substring check (e.g. 'TX', 'CA', 'UK').

## `enrich_emails` (type: `boolean`):

Visit each result's website and extract contact emails (homepage, /contact, /about). Charged per successful enrichment (place with ≥1 email found).

## `enrich_executives` (type: `boolean`):

Find decision-makers (CEO, Founder, Partner, Director, etc.) on team/about pages. Returns name, title, MX-validated email, LinkedIn, and direct phone. Charged per executive found and per MX-valid email.

## `proxy_configuration` (type: `object`):

Use Apify Proxy. Recommended — Google Maps will captcha a single IP under sustained load.

## `proxy_url` (type: `string`):

Override with your own HTTP(S) proxy URL. Ignored when Apify Proxy is set above.

## `cell_km` (type: `integer`):

Advanced. Side length of the search grid in km. Smaller = more thorough in dense urban areas but more API calls. 5 km is fine for almost all uses.

## `workers` (type: `integer`):

Advanced. Cells fetched in parallel. Default 5 is fine with the Apify Proxy enabled (recommended). Auto-clamps to 3 if you turn the proxy off, to avoid hitting Google's per-IP rate limit. Raise to 10 for very dense urban areas.

## Actor input object example

```json
{
  "location": "Austin, TX",
  "query": "coffee shop",
  "max_results": 10,
  "min_rating": 0,
  "min_reviews": 0,
  "website_filter": "any",
  "require_phone": false,
  "require_email": false,
  "include_categories": [],
  "reject_categories": [],
  "reject_keywords": [],
  "enrich_emails": false,
  "enrich_executives": false,
  "proxy_configuration": {
    "useApifyProxy": true
  },
  "cell_km": 5,
  "workers": 5
}
```

# 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 = {
    "location": "Austin, TX",
    "query": "dentist"
};

// Run the Actor and wait for it to finish
const run = await client.actor("am_production/google-maps-lead-finder").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 = {
    "location": "Austin, TX",
    "query": "dentist",
}

# Run the Actor and wait for it to finish
run = client.actor("am_production/google-maps-lead-finder").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 '{
  "location": "Austin, TX",
  "query": "dentist"
}' |
apify call am_production/google-maps-lead-finder --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=am_production/google-maps-lead-finder",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google Maps Lead Finder (Filters & Executive Emails)",
        "description": "Scrape Google Maps by location + keyword, filter with static rules (rating, reviews, category, contact requirements), then enrich with business emails and decision-maker contacts (name, title, MX-validated email, LinkedIn).",
        "version": "0.1",
        "x-build-id": "pQmeKAlHKByktQfpg"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/am_production~google-maps-lead-finder/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-am_production-google-maps-lead-finder",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/am_production~google-maps-lead-finder/runs": {
            "post": {
                "operationId": "runs-sync-am_production-google-maps-lead-finder",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/am_production~google-maps-lead-finder/run-sync": {
            "post": {
                "operationId": "run-sync-am_production-google-maps-lead-finder",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "location",
                    "query"
                ],
                "properties": {
                    "location": {
                        "title": "Location",
                        "type": "string",
                        "description": "Free-text place to search inside. The scraper geocodes this via OpenStreetMap and walks every cell of the resulting polygon."
                    },
                    "query": {
                        "title": "Search query",
                        "type": "string",
                        "description": "What kind of business to look for (the same string you'd type into Google Maps)."
                    },
                    "max_results": {
                        "title": "Max results",
                        "minimum": 1,
                        "maximum": 200000,
                        "type": "integer",
                        "description": "Stop after this many results pass the pre-filter. Leave empty for unlimited.",
                        "default": 10
                    },
                    "min_rating": {
                        "title": "Minimum rating",
                        "minimum": 0,
                        "maximum": 5,
                        "type": "integer",
                        "description": "Drop places below this star rating (1-5). 0 = no filter.",
                        "default": 0
                    },
                    "min_reviews": {
                        "title": "Minimum review count",
                        "minimum": 0,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Drop places with fewer reviews than this.",
                        "default": 0
                    },
                    "max_reviews": {
                        "title": "Maximum review count",
                        "minimum": 0,
                        "maximum": 1000000,
                        "type": "integer",
                        "description": "Drop places with more reviews than this. Useful for excluding national chains and filtering for small/medium businesses."
                    },
                    "website_filter": {
                        "title": "Website filter",
                        "enum": [
                            "any",
                            "with",
                            "without"
                        ],
                        "type": "string",
                        "description": "any: keep all. with: only places that have a website. without: only places that don't (good for cold-call lists).",
                        "default": "any"
                    },
                    "require_phone": {
                        "title": "Require phone number",
                        "type": "boolean",
                        "description": "Drop places that have no phone number.",
                        "default": false
                    },
                    "require_email": {
                        "title": "Require email (post-enrichment)",
                        "type": "boolean",
                        "description": "Drop places where enrichment found no email. Only meaningful when `enrich_emails` or `enrich_executives` is on.",
                        "default": false
                    },
                    "include_categories": {
                        "title": "Include categories (substring match)",
                        "type": "array",
                        "description": "Keep only places whose category contains one of these strings. Case-insensitive substring match.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "reject_categories": {
                        "title": "Reject categories",
                        "type": "array",
                        "description": "Drop places whose category exactly matches one of these (case-insensitive).",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "reject_keywords": {
                        "title": "Reject keywords (substring in name/category)",
                        "type": "array",
                        "description": "Drop places whose name or category contains any of these strings (case-insensitive). E.g. 'franchise', 'corporate'.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "country_code": {
                        "title": "Country code filter",
                        "type": "string",
                        "description": "Drop places whose address doesn't contain this country/state token. Naive substring check (e.g. 'TX', 'CA', 'UK')."
                    },
                    "enrich_emails": {
                        "title": "Enrich with business emails",
                        "type": "boolean",
                        "description": "Visit each result's website and extract contact emails (homepage, /contact, /about). Charged per successful enrichment (place with ≥1 email found).",
                        "default": false
                    },
                    "enrich_executives": {
                        "title": "Enrich with executive contacts",
                        "type": "boolean",
                        "description": "Find decision-makers (CEO, Founder, Partner, Director, etc.) on team/about pages. Returns name, title, MX-validated email, LinkedIn, and direct phone. Charged per executive found and per MX-valid email.",
                        "default": false
                    },
                    "proxy_configuration": {
                        "title": "Apify Proxy",
                        "type": "object",
                        "description": "Use Apify Proxy. Recommended — Google Maps will captcha a single IP under sustained load.",
                        "default": {
                            "useApifyProxy": true
                        }
                    },
                    "proxy_url": {
                        "title": "Custom proxy URL",
                        "type": "string",
                        "description": "Override with your own HTTP(S) proxy URL. Ignored when Apify Proxy is set above."
                    },
                    "cell_km": {
                        "title": "Grid cell size (km)",
                        "minimum": 1,
                        "maximum": 25,
                        "type": "integer",
                        "description": "Advanced. Side length of the search grid in km. Smaller = more thorough in dense urban areas but more API calls. 5 km is fine for almost all uses.",
                        "default": 5
                    },
                    "workers": {
                        "title": "Parallel workers",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "Advanced. Cells fetched in parallel. Default 5 is fine with the Apify Proxy enabled (recommended). Auto-clamps to 3 if you turn the proxy off, to avoid hitting Google's per-IP rate limit. Raise to 10 for very dense urban areas.",
                        "default": 5
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```