# Google SERP Scraper (`mighty_monk/google-serp-scraper`) Actor

Scrape Google Search Engine Results Pages for keywords. Return organic results, featured snippets, People Also Ask, related searches, and ads — ideal for SEO research and AI agent tool use. Cheerio-based with proxy support, retries, and captcha-aware errors.

- **URL**: https://apify.com/mighty\_monk/google-serp-scraper.md
- **Developed by:** [Harsh](https://apify.com/mighty_monk) (community)
- **Categories:** SEO tools, AI
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $2.00 / 1,000 organic serp results

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

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

## What's an Apify Actor?

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

## How to integrate an Actor?

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

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

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

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

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

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

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

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

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

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

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


# README

## Google SERP Scraper

**Scrape Google Search results for any keyword — organic rankings, featured snippets, People Also Ask, related searches, and ads.**

Google SERP Scraper is an Apify Actor built with **TypeScript** and **Crawlee CheerioCrawler**. Feed it one or more search queries and get clean, structured SERP data ready for **SEO research**, rank tracking, competitive analysis, and **AI agent tool use**. Results are volume-friendly (one dataset item per organic result) with optional per-query summary items.

> **Note:** Google aggressively rate-limits and captcha-challenges automated traffic. For production, enable **Apify Proxy** (preferably residential). Local runs without a proxy often receive captcha pages — the Actor records an `error` dataset row instead of crashing. Unit tests cover HTML parsing with **fixture SERP HTML** so the pipeline stays reliable even when live Google is blocked.

### What does Google SERP Scraper do?

It requests classic Google Search URLs (`https://www.google.com/search?q=…&hl=…&gl=…&num=…&start=…`), parses the HTML with Cheerio using **multiple CSS selector fallbacks**, and exports:

- **Organic results** — position, title, URL, displayed URL, description, query, page
- **Featured snippets** — answer-box style content when present
- **People Also Ask** — questions (+ optional snippet / URL)
- **Related searches** — bottom-of-page suggestions
- **Ads** — top/bottom text ads when detectable in HTML

Apify platform benefits: scheduling, API access, integrations, proxy rotation, monitoring, and Pay-per-event pricing.

### Why use this Actor?

| Use case | Benefit |
| -------- | ------- |
| SEO rank tracking | Capture organic positions per keyword over time |
| Competitor research | See who ranks, ad copy, and related queries |
| Content ideation | People Also Ask + related searches → topic clusters |
| AI / agent tools | Structured JSON SERP as a tool output for LLM agents |
| Market research | Multi-query batches with country / language localization |

### Features

- **Multi-query batches** — scrape many keywords in one run
- **Pagination** — `maxPagesPerQuery` + `resultsPerPage` (`num` / `start`)
- **Localization** — `countryCode` (`gl`) and `languageCode` (`hl`)
- **One row per organic result** — ideal for PPE monetization volume
- **Optional summary item per query page** — PAA, related, ads, featured snippet
- **Deduplication** — unique by `query + url` (tracking params stripped)
- **Captcha resilience** — blocked pages produce `type: error` rows, not hard crashes
- **Retries & rate limiting** — concurrency, retries, delay + jitter
- **Proxy-ready** — Apify Proxy configuration
- **Exports** — default dataset, `SERP.csv`, and `SUMMARY.md` in the key-value store

### How to use Google SERP Scraper

1. Open the Actor in [Apify Console](https://console.apify.com) (or run locally with `apify run`).
2. Enter one or more **queries** (keywords).
3. Optionally set country, language, pages per query, and concurrency.
4. Keep **Apify Proxy** enabled for production.
5. Run the Actor and download results as JSON, CSV, Excel, or via API.

### Input

| Field | Type | Required | Default | Description |
| ----- | ---- | -------- | ------- | ----------- |
| `queries` | `string[]` | Yes | — | Search keywords / phrases |
| `maxPagesPerQuery` | `integer` | No | `1` | SERP pages per query (1–10) |
| `resultsPerPage` | `integer` | No | `10` | Requested results per page (`num`) |
| `countryCode` | `string` | No | `us` | Google `gl` country code |
| `languageCode` | `string` | No | `en` | Google `hl` language code |
| `maxConcurrency` | `integer` | No | `2` | Parallel requests (keep low) |
| `maxRequestRetries` | `integer` | No | `3` | HTTP retry count |
| `requestDelayMs` | `integer` | No | `1500` | Base delay before each request (ms) |
| `includePeopleAlsoAsk` | `boolean` | No | `true` | Extract PAA into summary |
| `includeRelatedSearches` | `boolean` | No | `true` | Extract related searches |
| `includeAds` | `boolean` | No | `true` | Extract ads when detectable |
| `includeSummaryItems` | `boolean` | No | `true` | Push `type=summary` items |
| `proxyConfiguration` | `object` | No | Apify Proxy on | Proxy settings |

#### Example input

```json
{
    "queries": ["best project management software", "apify alternatives"],
    "maxPagesPerQuery": 1,
    "resultsPerPage": 10,
    "countryCode": "us",
    "languageCode": "en",
    "maxConcurrency": 2,
    "maxRequestRetries": 3,
    "requestDelayMs": 1500,
    "proxyConfiguration": { "useApifyProxy": true },
    "includePeopleAlsoAsk": true,
    "includeRelatedSearches": true
}
````

See also: [`examples/input.json`](examples/input.json)

### Output

#### Organic result (`type: "organic"`)

| Field | Type | Description |
| ----- | ---- | ----------- |
| `type` | `string` | Always `organic` |
| `position` | `integer` | Rank on the SERP page |
| `title` | `string` | Result title |
| `url` | `string` | Destination URL (redirects unwrapped when possible) |
| `displayedUrl` | `string` | Breadcrumb / cite text |
| `description` | `string` | Snippet |
| `query` | `string` | Search query |
| `page` | `integer` | Page number (1-based) |
| `countryCode` | `string` | `gl` used |
| `languageCode` | `string` | `hl` used |
| `scrapedAt` | `string` | ISO timestamp |
| `error` | `string` | Present only on failure rows |

#### Summary item (`type: "summary"`)

Includes `organicCount`, `featuredSnippet`, `peopleAlsoAsk[]`, `relatedSearches[]`, and `ads[]` for that query page.

#### Example organic output

```json
{
    "type": "organic",
    "position": 1,
    "title": "Asana · Work management platform for teams",
    "url": "https://www.asana.com/",
    "displayedUrl": "https://www.asana.com",
    "description": "Asana is the work management platform teams use to stay focused on the goals, projects, and daily tasks that grow your business.",
    "query": "best project management software",
    "page": 1,
    "countryCode": "us",
    "languageCode": "en",
    "scrapedAt": "2026-07-13T12:00:00.000Z"
}
```

You can download the dataset in **JSON, HTML, CSV, or Excel** from the Apify Console Output tab or via API.

#### Key-value store artifacts

| Key | Description |
| --- | ----------- |
| `SERP.csv` | CSV export of all organic results |
| `SUMMARY.md` | Markdown run summary by query |
| `OUTPUT` | JSON totals |

### How it works

1. **Normalize input** — dedupe queries, clamp pagination / concurrency, build Google URLs.
2. **Fetch SERPs** — CheerioCrawler with browser-like headers, optional proxy, retries, rate limits, delay + jitter.
3. **Parse HTML** — multi-selector fallbacks for organic cards, featured snippets, PAA, related searches, ads; unwrap `/url?q=` links.
4. **Deduplicate** — skip duplicate `query+url` pairs within the run.
5. **Handle blocks** — captcha / unusual-traffic pages push `type: error` and continue.
6. **Export** — dataset items + `SERP.csv` + `SUMMARY.md`.

### Anti-block tips

- Always enable **Apify Proxy** in production (`useApifyProxy: true`).
- Prefer **residential** proxy groups when available.
- Keep `maxConcurrency` at **1–3** and `requestDelayMs` ≥ **1500**.
- Scrape fewer pages per query if you see many captcha errors.
- Cheerio is used for speed; Google may still return captchas without strong proxies — fixture tests keep parsers verified offline.

### Pricing

Pay-per-event pricing: **$0.002 per dataset item** (primarily each organic result, plus optional summary/error items), plus a small actor-start fee.

### Run locally

```bash
cd factory/google-serp-scraper
npm install
npm test
npm run build
apify run --purge
```

Without a proxy, live Google pages may return captchas. Parser correctness is covered by fixture tests under `test/fixtures/`.

### Deploy to Apify

```bash
apify login
apify push
```

Then publish to the Store and set monetization to **Pay per event** with primary event `apify-default-dataset-item` at **$0.002**.

### FAQ & disclaimers

**Is scraping Google legal?**\
Scraping publicly available search results may be restricted by Google’s Terms of Service. You are responsible for complying with applicable laws and Google’s terms. Use proxies and polite rate limits; this Actor is provided for legitimate research and automation where permitted.

**Why are some runs empty / only errors?**\
Google served a captcha or consent wall. Enable residential proxies, lower concurrency, and increase delay.

**Does this use a browser?**\
No — HTTP + Cheerio for speed and cost. Selector fallbacks target classic SERP HTML layouts.

**Support**\
Open an issue on the Actor’s Issues tab in Apify Console for bugs or feature requests. Custom solutions available via the author account.

### Resources

- [Apify SDK for JavaScript](https://docs.apify.com/sdk/js)
- [Crawlee CheerioCrawler](https://crawlee.dev/docs/guides/cheerio-crawler-guide)
- [Pay per event monetization](https://docs.apify.com/platform/actors/publishing/monetize/pay-per-event)
- [Apify Proxy](https://docs.apify.com/platform/proxy)

# Actor input Schema

## `queries` (type: `array`):

Keywords or search phrases to look up on Google. One SERP crawl is run per query (and per page when maxPagesPerQuery > 1).

## `maxPagesPerQuery` (type: `integer`):

How many Google results pages to scrape for each query (page 1, page 2, …). Keep low to reduce blocks.

## `resultsPerPage` (type: `integer`):

Requested number of organic results per page (Google num= parameter). Actual count may be lower.

## `countryCode` (type: `string`):

Google gl parameter — two-letter country code for localized results (e.g. us, gb, de, fr, in, au).

## `languageCode` (type: `string`):

Google hl parameter — interface / result language (e.g. en, de, fr, es, pt).

## `maxConcurrency` (type: `integer`):

Maximum parallel SERP requests. Keep low (1–3) to reduce captchas and rate limits.

## `maxRequestRetries` (type: `integer`):

How many times to retry a failed HTTP request before recording an error.

## `requestDelayMs` (type: `integer`):

Base delay before each request (with small random jitter). Helps avoid rate limits and captchas.

## `includePeopleAlsoAsk` (type: `boolean`):

Extract People Also Ask questions into the per-query summary item.

## `includeRelatedSearches` (type: `boolean`):

Extract related searches into the per-query summary item.

## `includeAds` (type: `boolean`):

Attempt to extract top/bottom ads when detectable in the SERP HTML.

## `includeSummaryItems` (type: `boolean`):

Also push one type=summary dataset item per query page (featured snippet, PAA, related searches, ads). Organic results are always pushed one-per-row for PPE volume.

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

Apify Proxy settings. Strongly recommended — Google frequently serves captchas to datacenter IPs. Prefer RESIDENTIAL groups for production.

## Actor input object example

```json
{
  "queries": [
    "best project management software",
    "apify alternatives"
  ],
  "maxPagesPerQuery": 1,
  "resultsPerPage": 10,
  "countryCode": "us",
  "languageCode": "en",
  "maxConcurrency": 2,
  "maxRequestRetries": 3,
  "requestDelayMs": 1500,
  "includePeopleAlsoAsk": true,
  "includeRelatedSearches": true,
  "includeAds": true,
  "includeSummaryItems": true,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}
```

# Actor output Schema

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

No description

## `csv` (type: `string`):

No description

## `summary` (type: `string`):

No description

# API

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

## JavaScript example

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

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

// Prepare Actor input
const input = {
    "queries": [
        "best project management software",
        "apify alternatives"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("mighty_monk/google-serp-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 = { "queries": [
        "best project management software",
        "apify alternatives",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("mighty_monk/google-serp-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 '{
  "queries": [
    "best project management software",
    "apify alternatives"
  ]
}' |
apify call mighty_monk/google-serp-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Google SERP Scraper",
        "description": "Scrape Google Search Engine Results Pages for keywords. Return organic results, featured snippets, People Also Ask, related searches, and ads — ideal for SEO research and AI agent tool use. Cheerio-based with proxy support, retries, and captcha-aware errors.",
        "version": "1.0",
        "x-build-id": "SMZIZs1tlFCOyrenF"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/mighty_monk~google-serp-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-mighty_monk-google-serp-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/mighty_monk~google-serp-scraper/runs": {
            "post": {
                "operationId": "runs-sync-mighty_monk-google-serp-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/mighty_monk~google-serp-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-mighty_monk-google-serp-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "queries"
                ],
                "properties": {
                    "queries": {
                        "title": "Search queries",
                        "type": "array",
                        "description": "Keywords or search phrases to look up on Google. One SERP crawl is run per query (and per page when maxPagesPerQuery > 1).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxPagesPerQuery": {
                        "title": "Max pages per query",
                        "minimum": 1,
                        "maximum": 10,
                        "type": "integer",
                        "description": "How many Google results pages to scrape for each query (page 1, page 2, …). Keep low to reduce blocks.",
                        "default": 1
                    },
                    "resultsPerPage": {
                        "title": "Results per page",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Requested number of organic results per page (Google num= parameter). Actual count may be lower.",
                        "default": 10
                    },
                    "countryCode": {
                        "title": "Country code (gl)",
                        "type": "string",
                        "description": "Google gl parameter — two-letter country code for localized results (e.g. us, gb, de, fr, in, au).",
                        "default": "us"
                    },
                    "languageCode": {
                        "title": "Language code (hl)",
                        "type": "string",
                        "description": "Google hl parameter — interface / result language (e.g. en, de, fr, es, pt).",
                        "default": "en"
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum parallel SERP requests. Keep low (1–3) to reduce captchas and rate limits.",
                        "default": 2
                    },
                    "maxRequestRetries": {
                        "title": "Max request retries",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "integer",
                        "description": "How many times to retry a failed HTTP request before recording an error.",
                        "default": 3
                    },
                    "requestDelayMs": {
                        "title": "Request delay (ms)",
                        "minimum": 0,
                        "maximum": 60000,
                        "type": "integer",
                        "description": "Base delay before each request (with small random jitter). Helps avoid rate limits and captchas.",
                        "default": 1500
                    },
                    "includePeopleAlsoAsk": {
                        "title": "Include People Also Ask",
                        "type": "boolean",
                        "description": "Extract People Also Ask questions into the per-query summary item.",
                        "default": true
                    },
                    "includeRelatedSearches": {
                        "title": "Include related searches",
                        "type": "boolean",
                        "description": "Extract related searches into the per-query summary item.",
                        "default": true
                    },
                    "includeAds": {
                        "title": "Include ads",
                        "type": "boolean",
                        "description": "Attempt to extract top/bottom ads when detectable in the SERP HTML.",
                        "default": true
                    },
                    "includeSummaryItems": {
                        "title": "Push summary items",
                        "type": "boolean",
                        "description": "Also push one type=summary dataset item per query page (featured snippet, PAA, related searches, ads). Organic results are always pushed one-per-row for PPE volume.",
                        "default": true
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy settings. Strongly recommended — Google frequently serves captchas to datacenter IPs. Prefer RESIDENTIAL groups for production.",
                        "default": {
                            "useApifyProxy": true
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```