# Website & Docs to Markdown + RAG Chunks (`awesome_highboy/aeo-rag-ready-content-structurer`) Actor

Turn websites & docs into clean Markdown plus token-bounded, embeddings-ready RAG chunks (heading lineage + sha256) ready for Pinecone, Weaviate, Qdrant or pgvector. Optional no-hallucination field extraction and AEO mode (FAQ, answer-first, llms.txt, citations). Robots honored; ownership required.

- **URL**: https://apify.com/awesome\_highboy/aeo-rag-ready-content-structurer.md
- **Developed by:** [Adam](https://apify.com/awesome_highboy) (community)
- **Categories:** AI, Developer tools, SEO tools
- **Stats:** 2 total users, 1 monthly users, 0.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 page processeds

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

## RAG-Ready Content Structurer

Turn pages you own into deterministic, embeddings-ready RAG chunks — clean, hashed, and token-bounded.

### What it does

This Actor ingests a list of URLs **that you own or are authorized to crawl**, fetches each page, strips boilerplate, and converts it into clean Markdown. It then produces **RAG chunks**: semantic (heading-aware) or fixed-size chunks with full heading lineage, a deterministic token estimate, and a `sha256` content hash per chunk — ready to upsert into a vector store.

The pipeline is built around a fail-closed gate chain:

1. **Gate A — Ownership attestation.** You must attest you own/are authorized for every URL. If not true, the run is rejected before any fetch, with zero events billed.
2. **Gate B — Paid-plan only.** Default-deny until the Apify paid-plan run flag is confirmed; free/unknown plans run nothing and are not billed.
3. **Gate C — robots.txt.** Always honored and cannot be disabled. Disallowed URLs emit 0 chunks, are charged 0, and are listed in `robots_skipped_urls`.

Cleaning uses Mozilla Readability + Turndown for boilerplate-stripped Markdown. Chunking is deterministic: identical input yields byte-stable output and the same `sha256` content hash, and **no chunk exceeds `maxTokens`**.

> Note: the token count per chunk is a deterministic word-based estimate used to bound chunk size, not a tiktoken count.

### Input

Defined by `INPUT_SCHEMA.json`. Key fields:

| Field | Type | Notes |
|---|---|---|
| `source` | object | The URLs to ingest (URL list) that you own/are authorized to crawl. Includes `maxPages` (default 1000, max 50000). **Required.** |
| `ownership_attestation` | boolean | You attest you own or are authorized for every URL. Must be `true` or the run is rejected (zero billing). **Required.** |
| `render` | enum | `http` (default, cheapest) or `browser` (Playwright/Chromium for JS-heavy pages). |
| `chunking` | object | `strategy` (`semantic`\|`fixed`), `maxTokens` (128–2048, default 512), `overlapTokens` (default 64). No chunk exceeds `maxTokens`. |
| `language` | string (nullable) | Optional ISO language-code hint (e.g. `en`). |

### Output

Defined by `dataset_schema.json`. Every record carries a `record_type`. The run path emits:

- **`chunk`** (RAG): `source_url`, `page_title`, `section_path` (heading lineage, e.g. `["Guide","Setup","Auth"]`), `chunk_index`, `chunk_text` (clean Markdown), `token_count` (≤ `maxTokens`), `content_hash` (`sha256:...`), `language`, `extracted_fields`, `retrieved_at`, `render_mode`.
- **`run_summary`** (exactly one per run): `pages_requested`, `pages_fetched`, `pages_failed` (`[{url, reason}]`), `chunks_emitted`, `total_tokens`, `robots_skipped_urls`, `output_mode`.

The dataset schema also defines AEO record types (`faq_pair`, `answer_block`, `llms_txt`, `citation_block`) and a structured-extraction `extracted_fields` shape, with prebuilt dataset **views** (*RAG chunks*, *AEO assets*, *Run summary*). These AEO/extraction outputs are reserved in the schema but are **not produced by the current run path** — the Actor currently emits RAG `chunk` records plus one `run_summary`.

The *RAG chunks* view is ready to upsert into Pinecone / Weaviate / Qdrant / pgvector.

### Pricing

Pay-Per-Event. You are billed only for what actually runs (after the gates), via `Actor.charge()`:

| Event | Price | When charged |
|---|---|---|
| `actor_run_start` | **$0.05** | Once per run, only after the ownership + paid-plan + pilot gates pass. Never on a rejected or free-plan run. |
| `page_processed` | **$0.003** | Per page successfully fetched + converted + chunked. Failed pages and robots-disallowed URLs charge $0. |
| `field_extracted` | **$0.005** | Per `(page × requested field)` pair returning a non-null value. Reserved for structured extraction, which is not active in the current run path, so this event is not charged today. |

The developer keeps 80% and Apify keeps 20% (standard Apify 80/20 split).

**Example run cost** — 100 owned pages, RAG mode:
`$0.05 + (100 × $0.003) = $0.35`.

### Why this Actor

- **Deterministic & idempotent.** Cleaning and chunking are pure and byte-stable: identical input produces identical chunks and identical `sha256` content hashes — safe re-runs, safe vector-store de-duplication.
- **Ownership-gated and robots-compliant by design.** A mandatory ownership/authorization attestation rejects unauthorized runs before any fetch (zero billing), and `robots.txt` is forced on and cannot be disabled.
- **Paid-plan only, fail-closed billing.** Default-deny until a paid plan is confirmed; failed and robots-disallowed pages charge $0.
- **Embeddings-ready output with token bounds.** Chunks carry heading lineage and a token estimate that never exceeds your `maxTokens`, in a schema with a prebuilt view for Pinecone / Weaviate / Qdrant / pgvector.

### About

This Actor is AI-authored and operated under the publisher's LLC. `Actor.charge()` is the only billing path and it **bills the customer only** — the Actor has no payout or money-out capability; revenue settlement is handled entirely by Apify's monetization rail.

# Actor input Schema

## `source` (type: `object`):

The permissioned URLs to ingest: a URL list OR a sitemap you own / are authorized to crawl.
## `ownership_attestation` (type: `boolean`):

You attest that you OWN or are AUTHORIZED to ingest every URL/sitemap above. The run is REJECTED before any fetch with zero events billed if this is not true (M5 Gate A / AC-OwnershipGate). This is the legality keystone (no third-party ToS violation, no anti-bot arms race).
## `render` (type: `string`):

http (default; got-scraping, cheapest) or browser (Playwright/Chromium for JS-heavy pages — higher per-page compute).
## `outputMode` (type: `string`):

rag (default — per-chunk Markdown + embeddings-ready JSON) or aeo (Answer-Engine assets: FAQ pairs / answer-first blocks / llms.txt / citation-structured). Same ownership/robots/paid-plan/QA gates apply to both.
## `chunking` (type: `object`):

strategy: semantic|fixed; maxTokens: int 128-2048 (default 512); overlapTokens: int (default 64). No emitted chunk exceeds maxTokens (AC-ChunkBound).
## `extractSchema` (type: `object`):

Optional per-page extraction. fields: [{name, type, instruction}]. Values are NEVER hallucinated - a field with no answer returns null. field_extracted is charged only per (page x field) pair returning a non-null value.
## `aeo` (type: `object`):

assets: which AEO record kinds to emit — any of ['faq_pair','answer_block','llms_txt','citation_block']. AEO answers obey the no-hallucination contract (an absent answer is OMITTED, never invented).
## `model` (type: `string`):

haiku (default; claude-haiku-4-5, cheapest) or sonnet (claude-sonnet-4-6, higher-fidelity extraction). All Claude calls route via M2 -> M7 LiteLLM gateway (the ONLY Anthropic egress); never raw Anthropic. Opus is VERIFY-only at build time and is NOT a runtime option.
## `respectRobotsTxt` (type: `boolean`):

robots.txt is ALWAYS honored. Disallowed URLs are listed in robots_skipped_urls and emit 0 chunks (0 charge). This cannot be set false via the API (M5 Gate C / AC-Robots); the value is forced true regardless of input (EU AI Act machine-readable opt-out compliance).
## `language` (type: `string`):

Optional ISO language-code hint (e.g. 'en').

## Actor input object example

```json
{
  "source": {
    "mode": "url_list",
    "urls": [
      "https://docs.example.com/guide"
    ],
    "maxPages": 1000
  },
  "ownership_attestation": false,
  "render": "http",
  "outputMode": "rag",
  "chunking": {
    "strategy": "semantic",
    "maxTokens": 512,
    "overlapTokens": 64
  },
  "extractSchema": {
    "fields": [
      {
        "name": "product_name",
        "type": "string",
        "instruction": "The product name stated on the page; null if absent."
      }
    ]
  },
  "aeo": {
    "assets": [
      "faq_pair",
      "answer_block",
      "llms_txt"
    ]
  },
  "model": "haiku",
  "respectRobotsTxt": true
}
````

# 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 = {
    "source": {
        "mode": "url_list",
        "urls": [
            "https://docs.example.com/guide"
        ],
        "maxPages": 1000
    },
    "chunking": {
        "strategy": "semantic",
        "maxTokens": 512,
        "overlapTokens": 64
    },
    "extractSchema": {
        "fields": [
            {
                "name": "product_name",
                "type": "string",
                "instruction": "The product name stated on the page; null if absent."
            }
        ]
    },
    "aeo": {
        "assets": [
            "faq_pair",
            "answer_block",
            "llms_txt"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("awesome_highboy/aeo-rag-ready-content-structurer").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 = {
    "source": {
        "mode": "url_list",
        "urls": ["https://docs.example.com/guide"],
        "maxPages": 1000,
    },
    "chunking": {
        "strategy": "semantic",
        "maxTokens": 512,
        "overlapTokens": 64,
    },
    "extractSchema": { "fields": [{
                "name": "product_name",
                "type": "string",
                "instruction": "The product name stated on the page; null if absent.",
            }] },
    "aeo": { "assets": [
            "faq_pair",
            "answer_block",
            "llms_txt",
        ] },
}

# Run the Actor and wait for it to finish
run = client.actor("awesome_highboy/aeo-rag-ready-content-structurer").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 '{
  "source": {
    "mode": "url_list",
    "urls": [
      "https://docs.example.com/guide"
    ],
    "maxPages": 1000
  },
  "chunking": {
    "strategy": "semantic",
    "maxTokens": 512,
    "overlapTokens": 64
  },
  "extractSchema": {
    "fields": [
      {
        "name": "product_name",
        "type": "string",
        "instruction": "The product name stated on the page; null if absent."
      }
    ]
  },
  "aeo": {
    "assets": [
      "faq_pair",
      "answer_block",
      "llms_txt"
    ]
  }
}' |
apify call awesome_highboy/aeo-rag-ready-content-structurer --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=awesome_highboy/aeo-rag-ready-content-structurer",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Website & Docs to Markdown + RAG Chunks",
        "description": "Turn websites & docs into clean Markdown plus token-bounded, embeddings-ready RAG chunks (heading lineage + sha256) ready for Pinecone, Weaviate, Qdrant or pgvector. Optional no-hallucination field extraction and AEO mode (FAQ, answer-first, llms.txt, citations). Robots honored; ownership required.",
        "version": "0.1",
        "x-build-id": "lLlA5xyj3J3kacix8"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/awesome_highboy~aeo-rag-ready-content-structurer/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-awesome_highboy-aeo-rag-ready-content-structurer",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/awesome_highboy~aeo-rag-ready-content-structurer/runs": {
            "post": {
                "operationId": "runs-sync-awesome_highboy-aeo-rag-ready-content-structurer",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/awesome_highboy~aeo-rag-ready-content-structurer/run-sync": {
            "post": {
                "operationId": "run-sync-awesome_highboy-aeo-rag-ready-content-structurer",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "source",
                    "ownership_attestation"
                ],
                "properties": {
                    "source": {
                        "title": "Source",
                        "type": "object",
                        "description": "The permissioned URLs to ingest: a URL list OR a sitemap you own / are authorized to crawl."
                    },
                    "ownership_attestation": {
                        "title": "Ownership / authorization attestation (REQUIRED — must be true)",
                        "type": "boolean",
                        "description": "You attest that you OWN or are AUTHORIZED to ingest every URL/sitemap above. The run is REJECTED before any fetch with zero events billed if this is not true (M5 Gate A / AC-OwnershipGate). This is the legality keystone (no third-party ToS violation, no anti-bot arms race).",
                        "default": false
                    },
                    "render": {
                        "title": "Render mode",
                        "enum": [
                            "http",
                            "browser"
                        ],
                        "type": "string",
                        "description": "http (default; got-scraping, cheapest) or browser (Playwright/Chromium for JS-heavy pages — higher per-page compute).",
                        "default": "http"
                    },
                    "outputMode": {
                        "title": "Output mode",
                        "enum": [
                            "rag",
                            "aeo"
                        ],
                        "type": "string",
                        "description": "rag (default — per-chunk Markdown + embeddings-ready JSON) or aeo (Answer-Engine assets: FAQ pairs / answer-first blocks / llms.txt / citation-structured). Same ownership/robots/paid-plan/QA gates apply to both.",
                        "default": "rag"
                    },
                    "chunking": {
                        "title": "Chunking",
                        "type": "object",
                        "description": "strategy: semantic|fixed; maxTokens: int 128-2048 (default 512); overlapTokens: int (default 64). No emitted chunk exceeds maxTokens (AC-ChunkBound)."
                    },
                    "extractSchema": {
                        "title": "Structured extraction schema (optional)",
                        "type": "object",
                        "description": "Optional per-page extraction. fields: [{name, type, instruction}]. Values are NEVER hallucinated - a field with no answer returns null. field_extracted is charged only per (page x field) pair returning a non-null value."
                    },
                    "aeo": {
                        "title": "AEO asset options (used only when outputMode=aeo)",
                        "type": "object",
                        "description": "assets: which AEO record kinds to emit — any of ['faq_pair','answer_block','llms_txt','citation_block']. AEO answers obey the no-hallucination contract (an absent answer is OMITTED, never invented)."
                    },
                    "model": {
                        "title": "Extraction model",
                        "enum": [
                            "haiku",
                            "sonnet"
                        ],
                        "type": "string",
                        "description": "haiku (default; claude-haiku-4-5, cheapest) or sonnet (claude-sonnet-4-6, higher-fidelity extraction). All Claude calls route via M2 -> M7 LiteLLM gateway (the ONLY Anthropic egress); never raw Anthropic. Opus is VERIFY-only at build time and is NOT a runtime option.",
                        "default": "haiku"
                    },
                    "respectRobotsTxt": {
                        "title": "Respect robots.txt (forced true — cannot be disabled)",
                        "type": "boolean",
                        "description": "robots.txt is ALWAYS honored. Disallowed URLs are listed in robots_skipped_urls and emit 0 chunks (0 charge). This cannot be set false via the API (M5 Gate C / AC-Robots); the value is forced true regardless of input (EU AI Act machine-readable opt-out compliance).",
                        "default": true
                    },
                    "language": {
                        "title": "Language hint (ISO code, optional)",
                        "type": "string",
                        "description": "Optional ISO language-code hint (e.g. 'en')."
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```