# Website to Markdown for LLMs & RAG — Content Extractor (`runlayer/website-to-markdown`) Actor

Turn any URL or whole site into clean, LLM-ready Markdown, text, or JSON. Strips nav/ads/boilerplate; keeps headings, links, tables, code. Sitemap-aware concurrent crawl, URL filters, robots.txt respected, rich metadata. Charged only per page extracted — no startup fee.

- **URL**: https://apify.com/runlayer/website-to-markdown.md
- **Developed by:** [Runlayer](https://apify.com/runlayer) (community)
- **Categories:** AI, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 page extracteds

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## Website to Markdown for LLMs & RAG — Clean Content Extractor

Turn any URL — or a whole site — into **clean, LLM-ready Markdown**, plain text,
or structured JSON. Navigation, ads, cookie bars and boilerplate are stripped;
headings, links, **tables** and code blocks survive intact. Drop the output
straight into a prompt, a vector store, or a fine-tuning set.

**You pay only per page actually extracted.** No startup fee — most alternatives
charge one on every run. Failed pages cost $0.

### Quick start

```json
{
  "urls": ["https://en.wikipedia.org/wiki/Large_language_model"]
}
````

→ one dataset item with clean Markdown plus every metadata field you'd want:

```json
{
  "url": "https://en.wikipedia.org/wiki/Large_language_model",
  "title": "Large language model",
  "description": "A large language model (LLM) is a neural network trained on…",
  "author": "", "publishedDate": "", "siteName": "Wikipedia", "lang": "en",
  "wordCount": 13299,
  "markdown": "A **large language model** (**LLM**) is a [neural network](…) …",
  "links": [{ "href": "…", "text": "…" }]
}
```

### Crawl an entire site — the fast, polite way

```json
{
  "urls": ["https://docs.example.com"],
  "crawl": true,
  "useSitemap": true,
  "maxPages": 200,
  "maxConcurrency": 8,
  "includeUrlPatterns": ["*/docs/*"],
  "excludeUrlPatterns": ["*/changelog/*", "*.pdf"]
}
```

- **Sitemap discovery** seeds the crawl from the site's own `sitemap.xml`
  (including `Sitemap:` entries in robots.txt) — the fastest, most complete way
  to reach every page, no link-hopping required.
- **Include/exclude glob filters** keep the crawl (and your bill) exactly on the
  content you want.
- **Concurrent fetching** (up to 15 parallel) with per-run page caps and depth
  limits, so cost is always bounded and predictable.
- **robots.txt respected by default.**

### Features

| | |
|---|---|
| **Output formats** | Markdown (GFM: tables, fenced code), plain text, cleaned HTML, or JSON with everything |
| **Main-content extraction** | Readability isolates the article; or convert the full page body — your choice |
| **JS rendering** | Real Chromium for SPAs/React/Vue; switch it off for a much faster static fetch |
| **Metadata** | title, description, author, published date, site name, language, OG image, word count |
| **Crawling** | Same-domain BFS + sitemap seeding, URL glob filters, max pages/depth/concurrency |
| **Clean-up** | Remove any elements by CSS selector before extraction |
| **Reliability** | Optional Apify Proxy (incl. residential) for bot-protected sites |
| **Politeness** | robots.txt respected by default; bounded concurrency |

### Built for AI pipelines

- **RAG ingestion:** crawl your docs/blog → chunk the `markdown` field → embed.
  Re-run on a Schedule to keep the index fresh.
- **Agent tool:** call via the Apify MCP server or API and give your agent clean
  page content instead of raw HTML soup.
- **Dataset building:** sitemap + filters → every article on a site as uniform
  Markdown records with metadata.
- **Content migration:** legacy CMS → Markdown files in one run.

```bash
curl -X POST "https://api.apify.com/v2/acts/runlayer~website-to-markdown/run-sync-get-dataset-items?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"urls": ["https://blog.example.com"], "crawl": true, "useSitemap": true, "maxPages": 50}'
```

### Pricing

A small fixed price **per successfully extracted page**, plus standard Apify
platform usage for the compute your run consumes. **No startup fee** (most
alternatives charge $0.0015–$0.09 per run before extracting anything). Failed
pages are never billed. Tip: turn off `jsRendering` on static sites — runs get
several times faster and cheaper.

### FAQ

**How is this different from a raw scraper?** You get *reading-quality* content:
boilerplate stripped, structure preserved, ready for a model — not a DOM dump.

**Does it respect site owners?** Yes — robots.txt is honored by default, sitemap
seeding uses the URL list the site itself publishes for crawlers, and
concurrency is bounded. Extraction is user-directed: you choose the URLs, and
you're responsible for complying with the target site's terms and applicable law.

**JavaScript-heavy site returns thin content?** Keep `jsRendering: true` (default)
and try `waitUntil: "networkidle"`.

**Blocked by anti-bot?** Enable Apify **residential proxy** in the input.

***

Missing a feature you need? **Open an issue** — this actor ships improvements
fast. If it saves you time, a ⭐ review helps others find it.

### More tools by Runlayer

Part of a suite of fast, no-nonsense web utilities — all pay-per-result, charged only on success, no startup fee:

- [Website Screenshot API](https://apify.com/runlayer/web-screenshot-pro) — full-page PNG / JPEG / WebP / PDF
- [Website to Markdown](https://apify.com/runlayer/website-to-markdown) — clean Markdown for LLMs & RAG
- [PDF & DOCX to Markdown](https://apify.com/runlayer/document-to-markdown) — documents → Markdown for RAG
- [SEO Audit + Core Web Vitals](https://apify.com/runlayer/website-seo-audit) — scored on-page audit with fixes
- [Website Performance Audit](https://apify.com/runlayer/website-performance-audit) — bulk Core Web Vitals & page speed
- [Tech Stack Detector](https://apify.com/runlayer/tech-stack-detector) — CMS, frameworks, analytics, hosting
- [Domain, DNS & WHOIS Lookup](https://apify.com/runlayer/domain-dns-intelligence) — records, registration, SSL
- [RSS Feed Reader](https://apify.com/runlayer/rss-feed-reader) — RSS / Atom / JSON → normalized JSON
- [Job Postings API](https://apify.com/runlayer/job-postings-scraper) — Greenhouse, Lever, Ashby & more

### Use with AI agents (MCP)

This Actor is callable by AI agents through the [Apify MCP server](https://mcp.apify.com/). Agents in Claude, Cursor, Windsurf, LangGraph, CrewAI and others can discover it via `search-actors` and run it as a tool — its inputs and outputs are fully described in the schema for reliable agent use.

# Actor input Schema

## `urls` (type: `array`):

One or more URLs to convert. Each extracted page produces one dataset item and one billable event. You may omit the https:// prefix.

## `outputFormat` (type: `string`):

markdown (best for LLMs/RAG), text (plain), html (cleaned main-content HTML), or json (everything: markdown + text + metadata + links).

## `onlyMainContent` (type: `boolean`):

Use readability to keep only the main article and strip navigation, sidebars, ads, footers and boilerplate. Turn off to convert the whole page body.

## `jsRendering` (type: `boolean`):

Load the page in a real browser so JS-rendered content (SPAs, React/Vue sites) is captured. Turn off for a much faster fetch on static/server-rendered pages.

## `includeLinks` (type: `boolean`):

Include the list of links found on each page in the output (also used as crawl targets when crawling is on).

## `crawl` (type: `boolean`):

Beyond the URLs you provide, follow links to discover and convert more pages, up to the limits below.

## `maxPages` (type: `integer`):

Hard cap on the total number of pages converted (across all seeds). Protects you from runaway crawls and cost.

## `maxDepth` (type: `integer`):

How many link-hops away from your seed URLs to follow. 0 = only the URLs you gave. 1 = them plus pages they link to, etc.

## `sameDomainOnly` (type: `boolean`):

Only follow links that stay on the seed page's domain.

## `respectRobotsTxt` (type: `boolean`):

Skip pages disallowed by the site's robots.txt. Recommended — polite crawling.

## `useSitemap` (type: `boolean`):

When crawling, also seed from the site's own sitemap.xml (and any Sitemap: entries in robots.txt) — the fastest, most complete way to reach every page. Subject to the URL filters below.

## `includeUrlPatterns` (type: `array`):

Only crawl/keep discovered URLs matching these glob patterns (\* = wildcard), e.g. https://site.com/blog/\* or */docs/*. Empty = allow all. Does not filter the URLs you explicitly provide.

## `excludeUrlPatterns` (type: `array`):

Skip discovered URLs matching these glob patterns (\* = wildcard), e.g. */tag/*, */login*, \*.pdf.

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

How many pages to fetch in parallel. Higher = faster crawls, but uses more memory — be considerate of the target site.

## `removeSelectors` (type: `array`):

Extra CSS selectors to delete before extraction, e.g. '.related-articles' or '#comments'.

## `waitUntil` (type: `string`):

When to consider a page loaded (only applies when Render JavaScript is on).

## `timeoutMs` (type: `integer`):

Max time to wait for a page before giving up on it.

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

Off by default (fast, works on most sites). Enable Apify Proxy — including residential — for bot-protected sites that block datacenter IPs.

## Actor input object example

```json
{
  "urls": [
    "https://example.com",
    "https://docs.apify.com"
  ],
  "outputFormat": "markdown",
  "onlyMainContent": true,
  "jsRendering": true,
  "includeLinks": true,
  "crawl": false,
  "maxPages": 10,
  "maxDepth": 1,
  "sameDomainOnly": true,
  "respectRobotsTxt": true,
  "useSitemap": false,
  "includeUrlPatterns": [],
  "excludeUrlPatterns": [],
  "maxConcurrency": 5,
  "removeSelectors": [],
  "waitUntil": "load",
  "timeoutMs": 45000,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# 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 = {
    "urls": [
        "https://en.wikipedia.org/wiki/Large_language_model"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("runlayer/website-to-markdown").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 = { "urls": ["https://en.wikipedia.org/wiki/Large_language_model"] }

# Run the Actor and wait for it to finish
run = client.actor("runlayer/website-to-markdown").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 '{
  "urls": [
    "https://en.wikipedia.org/wiki/Large_language_model"
  ]
}' |
apify call runlayer/website-to-markdown --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Website to Markdown for LLMs & RAG — Content Extractor",
        "description": "Turn any URL or whole site into clean, LLM-ready Markdown, text, or JSON. Strips nav/ads/boilerplate; keeps headings, links, tables, code. Sitemap-aware concurrent crawl, URL filters, robots.txt respected, rich metadata. Charged only per page extracted — no startup fee.",
        "version": "0.1",
        "x-build-id": "01NkHOmISRezFghaO"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/runlayer~website-to-markdown/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-runlayer-website-to-markdown",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/runlayer~website-to-markdown/runs": {
            "post": {
                "operationId": "runs-sync-runlayer-website-to-markdown",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/runlayer~website-to-markdown/run-sync": {
            "post": {
                "operationId": "run-sync-runlayer-website-to-markdown",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "urls"
                ],
                "properties": {
                    "urls": {
                        "title": "URLs",
                        "type": "array",
                        "description": "One or more URLs to convert. Each extracted page produces one dataset item and one billable event. You may omit the https:// prefix.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "outputFormat": {
                        "title": "Output format",
                        "enum": [
                            "markdown",
                            "text",
                            "html",
                            "json"
                        ],
                        "type": "string",
                        "description": "markdown (best for LLMs/RAG), text (plain), html (cleaned main-content HTML), or json (everything: markdown + text + metadata + links).",
                        "default": "markdown"
                    },
                    "onlyMainContent": {
                        "title": "Extract main content only",
                        "type": "boolean",
                        "description": "Use readability to keep only the main article and strip navigation, sidebars, ads, footers and boilerplate. Turn off to convert the whole page body.",
                        "default": true
                    },
                    "jsRendering": {
                        "title": "Render JavaScript",
                        "type": "boolean",
                        "description": "Load the page in a real browser so JS-rendered content (SPAs, React/Vue sites) is captured. Turn off for a much faster fetch on static/server-rendered pages.",
                        "default": true
                    },
                    "includeLinks": {
                        "title": "Include links",
                        "type": "boolean",
                        "description": "Include the list of links found on each page in the output (also used as crawl targets when crawling is on).",
                        "default": true
                    },
                    "crawl": {
                        "title": "Crawl the site (follow links)",
                        "type": "boolean",
                        "description": "Beyond the URLs you provide, follow links to discover and convert more pages, up to the limits below.",
                        "default": false
                    },
                    "maxPages": {
                        "title": "Max pages",
                        "minimum": 1,
                        "maximum": 5000,
                        "type": "integer",
                        "description": "Hard cap on the total number of pages converted (across all seeds). Protects you from runaway crawls and cost.",
                        "default": 10
                    },
                    "maxDepth": {
                        "title": "Max crawl depth",
                        "minimum": 0,
                        "maximum": 10,
                        "type": "integer",
                        "description": "How many link-hops away from your seed URLs to follow. 0 = only the URLs you gave. 1 = them plus pages they link to, etc.",
                        "default": 1
                    },
                    "sameDomainOnly": {
                        "title": "Stay on the same domain",
                        "type": "boolean",
                        "description": "Only follow links that stay on the seed page's domain.",
                        "default": true
                    },
                    "respectRobotsTxt": {
                        "title": "Respect robots.txt",
                        "type": "boolean",
                        "description": "Skip pages disallowed by the site's robots.txt. Recommended — polite crawling.",
                        "default": true
                    },
                    "useSitemap": {
                        "title": "Discover URLs from sitemap.xml",
                        "type": "boolean",
                        "description": "When crawling, also seed from the site's own sitemap.xml (and any Sitemap: entries in robots.txt) — the fastest, most complete way to reach every page. Subject to the URL filters below.",
                        "default": false
                    },
                    "includeUrlPatterns": {
                        "title": "Include URL patterns",
                        "type": "array",
                        "description": "Only crawl/keep discovered URLs matching these glob patterns (* = wildcard), e.g. https://site.com/blog/* or */docs/*. Empty = allow all. Does not filter the URLs you explicitly provide.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "excludeUrlPatterns": {
                        "title": "Exclude URL patterns",
                        "type": "array",
                        "description": "Skip discovered URLs matching these glob patterns (* = wildcard), e.g. */tag/*, */login*, *.pdf.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 15,
                        "type": "integer",
                        "description": "How many pages to fetch in parallel. Higher = faster crawls, but uses more memory — be considerate of the target site.",
                        "default": 5
                    },
                    "removeSelectors": {
                        "title": "Remove elements (CSS selectors)",
                        "type": "array",
                        "description": "Extra CSS selectors to delete before extraction, e.g. '.related-articles' or '#comments'.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "waitUntil": {
                        "title": "Wait until",
                        "enum": [
                            "load",
                            "domcontentloaded",
                            "networkidle"
                        ],
                        "type": "string",
                        "description": "When to consider a page loaded (only applies when Render JavaScript is on).",
                        "default": "load"
                    },
                    "timeoutMs": {
                        "title": "Timeout per page (ms)",
                        "minimum": 5000,
                        "maximum": 120000,
                        "type": "integer",
                        "description": "Max time to wait for a page before giving up on it.",
                        "default": 45000
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Off by default (fast, works on most sites). Enable Apify Proxy — including residential — for bot-protected sites that block datacenter IPs.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```