# French Public Tenders (`tagadanar/french-public-tenders`) Actor

Monitor French (BOAMP) and EU-wide (TED) public tenders in one call. Filter by keywords, CPV codes, department, publication window and deadline. Unified, deduplicated, structured output from official open data. For bid monitoring, public-sector sales and AI agents.

- **URL**: https://apify.com/tagadanar/french-public-tenders.md
- **Developed by:** [Raphaël R](https://apify.com/tagadanar) (community)
- **Categories:** Lead generation, Automation, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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

## French & EU Public Tenders Monitor (BOAMP + TED)

**Track public procurement opportunities across France and the EU from one call — and let AI tell you which ones are worth bidding on.** Query **BOAMP** (the French official procurement journal, *Bulletin officiel des annonces des marchés publics*) and **TED** (*Tenders Electronic Daily*, the EU-wide procurement journal) with keyword, CPV, department and deadline filters — and get one clean, unified, structured record per tender.

Built for **bid/tender monitoring, sales & business development to the public sector, market intelligence, and AI agents** (works via API and MCP out of the box).

### Why this actor

- ✅ **Two official sources, one schema** — BOAMP (France) + TED (EU) results normalized to identical fields, deduplicated, deadline-filtered.
- ✅ **True monitor mode** — remembers what it already reported; scheduled runs return (and charge for) **new tenders only**.
- ✅ **Slack & webhook alerts** — new tenders land in your Slack channel or any endpoint the moment a run finds them.
- ✅ **AI relevance scoring** (bring your own Anthropic API key) — describe your company once; every tender gets a **0–100 relevance score**, a one-line reason and a **bid / consider / skip** recommendation.
- ✅ **Official open data** — DILA (BOAMP) and the EU Publications Office (TED). No scraping, no stale caches.
- ✅ **Real filtering** — keywords, French department codes, CPV codes, publication window, and "only tenders still open for bids".

### The 5-minute tender radar

1. Set your `keywords` / `cpvCodes` / `departments`.
2. Turn on **`monitorMode`** and paste a **Slack webhook URL**.
3. (Optional) Describe your business in **`companyProfile`**, add your **`anthropicApiKey`** and set `alertMinScore: 60`.
4. Create an Apify **Schedule** (daily).

Every morning, your Slack channel gets only the **new** tenders relevant to **your** business, scored and sorted — nothing you've already seen, nothing off-topic.

### Use cases

- **Never miss a relevant tender** — get every new public contract matching your keywords/CPV the day it's published.
- **Stop reading irrelevant tenders** — the AI score reads them for you and tells you which ones fit.
- **Public-sector sales** — build a live pipeline of buyers and deadlines in your segment and region.
- **Market intelligence** — who is buying what, where, and by when.
- **AI agents** — plug into Claude / Cursor via MCP and ask *"any open IT tenders in Île-de-France closing this month?"*

### Input

```json
{
    "keywords": ["logiciel", "cybersécurité", "infogérance"],
    "sources": ["boamp", "ted"],
    "departments": ["75", "69", "13"],
    "cpvCodes": ["72000000"],
    "publishedWithinDays": 7,
    "onlyOpen": true,
    "monitorMode": true,
    "monitorName": "cyber-idf",
    "webhookUrl": "https://hooks.slack.com/services/XXX/YYY/ZZZ",
    "companyProfile": "ESN de 15 personnes à Paris : audit cybersécurité, pentest, développement sécurisé, RGPD. Clients secteur public et santé.",
    "alertMinScore": 60
}
````

- `keywords` — matched in the tender object/title (OR). Empty = all tenders in your other filters.
- `sources` — `boamp`, `ted`, or both.
- `departments` — French department codes (BOAMP filter).
- `cpvCodes` — Common Procurement Vocabulary codes (TED filter).
- `onlyOpen` — drop tenders whose response deadline has passed.
- `monitorMode` — only return tenders not seen in previous runs (per `monitorName`).
- `webhookUrl` — Slack incoming webhook (digest message) or any URL (JSON payload).
- `companyProfile` — enables AI scoring; a few sentences, French or English.
- `alertMinScore` — alerts only include tenders scoring at least this.

### Output (one record per tender)

```json
{
    "source": "TED",
    "id": "378060-2026",
    "title": "France – Services de maintenance des systèmes...",
    "buyer": "GRENOBLE ALPES METROPOLE",
    "publicationDate": "2026-06-03",
    "deadline": "2026-07-20",
    "marketType": "Services",
    "cpvCodes": ["72250000"],
    "location": "NUTS FRK24",
    "country": "FR",
    "url": "https://ted.europa.eu/fr/notice/-/detail/378060-2026",
    "relevanceScore": 82,
    "relevanceReason": "Maintenance de systèmes IT pour une métropole : cœur de métier, région couverte.",
    "recommendation": "bid",
    "source_ref": "api.ted.europa.eu (TED / EU Publications Office)",
    "retrievedAt": "2026-07-03T09:12:00.000Z"
}
```

BOAMP records share the exact same shape (`source: "BOAMP"`, `location: "FR dept 75"`, `url` to boamp.fr). The `relevance*` fields appear when `companyProfile` is set; results are then sorted best-first.

### Pricing

Pay per event — no subscription:

| Event | When |
|---|---|
| Actor start | Once per run |
| Tender found | Per tender returned (in monitor mode: **new tenders only**) |
| Tender scored | Per tender AI-scored (only when `companyProfile` is set) |

### FAQ

**Where does the data come from?** Official open data only: `boamp-datadila.opendatasoft.com` (BOAMP / DILA) and `api.ted.europa.eu` (TED / EU Publications Office). Fetched live at run time.

**How does monitor mode work?** The actor keeps a per-`monitorName` memory of every tender id it already returned (kept 120 days). Scheduled runs output only what's new — you're not charged twice for the same tender.

**How does AI scoring work?** Each tender's key facts (title, buyer, type, CPV, location, deadline) are rated against your `companyProfile` by a fast Claude model, called with **your own Anthropic API key** (`anthropicApiKey` input — get one at console.anthropic.com). You get a 0–100 score, a one-sentence reason, and bid/consider/skip. Token cost on your key is tiny (~$1 per 1,000 tenders); your key is used for the calls only, never stored.

**How fresh is it?** Both registries publish continuously; the actor returns what's live at run time. Schedule it daily for a monitoring feed.

**Can I filter by amount / procedure type?** Keywords, department, CPV, deadline and window are supported today. More structured filters are on the roadmap — open an issue with what you need.

**Does it deduplicate?** Yes — within a run (by source + notice id), and across runs in monitor mode.

**Does it work with AI agents?** Yes — exposed via REST API and **MCP**, callable as a tool from Claude, Cursor & co.

***

*Keywords: appels d'offres, marchés publics, BOAMP, TED, public tenders France, EU procurement, tender monitoring, tender alerts, veille marchés publics, CPV, appel d'offre API, government contracts, AI tender scoring, bid/no-bid.*

# Actor input Schema

## `keywords` (type: `array`):

Free-text terms to match in the tender object/title (matched with OR). Leave empty to get all recent tenders in your other filters. E.g. <code>logiciel</code>, <code>cybersécurité</code>, <code>infogérance</code>.

## `sources` (type: `array`):

Which registries to query.

## `departments` (type: `array`):

Filter BOAMP tenders by French department code(s), e.g. <code>75</code>, <code>69</code>, <code>2A</code>. Empty = all of France.

## `cpvCodes` (type: `array`):

Common Procurement Vocabulary codes to filter TED results, e.g. <code>72000000</code> (IT services). Empty = all categories.

## `publishedWithinDays` (type: `integer`):

Only return tenders published in this window.

## `onlyOpen` (type: `boolean`):

Exclude tenders whose response deadline has already passed (based on the published deadline, when available).

## `maxResultsPerSource` (type: `integer`):

Cap the number of tenders returned from each registry.

## `monitorMode` (type: `boolean`):

Remember which tenders were already returned in previous runs and only output (and charge for) new ones. Perfect with an Apify Schedule: run daily, get only what's new.

## `monitorName` (type: `string`):

Memory bucket for monitor mode. Use a different name per saved search (e.g. <code>cyber-paris</code>, <code>btp-sud</code>) so each keeps its own history.

## `webhookUrl` (type: `string`):

POST new tenders to this URL after each run. Slack incoming-webhook URLs (<code>hooks.slack.com</code>) get a formatted digest message; any other URL gets a JSON payload. Leave empty to disable.

## `companyProfile` (type: `string`):

Describe what your company sells and to whom (a few sentences, French or English). Each tender then gets <code>relevanceScore</code> (0–100), <code>relevanceReason</code> and a <code>bid/consider/skip</code> recommendation, and results are sorted by score. Requires your Anthropic API key below.

## `anthropicApiKey` (type: `string`):

Get one at <code>console.anthropic.com</code>. Used only to score tenders against your profile; never stored. If empty, scoring is skipped.

## `maxTendersToScore` (type: `integer`):

Cap on AI-scored tenders per run (each scored tender is a paid event).

## `alertMinScore` (type: `integer`):

Webhook/Slack alerts only include tenders with a relevance score at or above this value (unscored tenders always alert). 0 = alert on everything.

## Actor input object example

```json
{
  "keywords": [
    "logiciel",
    "développement"
  ],
  "sources": [
    "boamp",
    "ted"
  ],
  "departments": [],
  "cpvCodes": [],
  "publishedWithinDays": 7,
  "onlyOpen": true,
  "maxResultsPerSource": 100,
  "monitorMode": false,
  "monitorName": "default",
  "maxTendersToScore": 50,
  "alertMinScore": 0
}
```

# Actor output Schema

## `tenders` (type: `string`):

All matched tender notices (one item per tender) in the default dataset.

# 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 = {
    "keywords": [
        "logiciel",
        "développement"
    ],
    "departments": [],
    "cpvCodes": []
};

// Run the Actor and wait for it to finish
const run = await client.actor("tagadanar/french-public-tenders").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 = {
    "keywords": [
        "logiciel",
        "développement",
    ],
    "departments": [],
    "cpvCodes": [],
}

# Run the Actor and wait for it to finish
run = client.actor("tagadanar/french-public-tenders").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 '{
  "keywords": [
    "logiciel",
    "développement"
  ],
  "departments": [],
  "cpvCodes": []
}' |
apify call tagadanar/french-public-tenders --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=tagadanar/french-public-tenders",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "French Public Tenders",
        "description": "Monitor French (BOAMP) and EU-wide (TED) public tenders in one call. Filter by keywords, CPV codes, department, publication window and deadline. Unified, deduplicated, structured output from official open data. For bid monitoring, public-sector sales and AI agents.",
        "version": "0.1",
        "x-build-id": "3q8fSgkg13wZg1VL3"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/tagadanar~french-public-tenders/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-tagadanar-french-public-tenders",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/tagadanar~french-public-tenders/runs": {
            "post": {
                "operationId": "runs-sync-tagadanar-french-public-tenders",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/tagadanar~french-public-tenders/run-sync": {
            "post": {
                "operationId": "run-sync-tagadanar-french-public-tenders",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "sources"
                ],
                "properties": {
                    "keywords": {
                        "title": "Keywords",
                        "type": "array",
                        "description": "Free-text terms to match in the tender object/title (matched with OR). Leave empty to get all recent tenders in your other filters. E.g. <code>logiciel</code>, <code>cybersécurité</code>, <code>infogérance</code>.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "sources": {
                        "title": "Sources",
                        "type": "array",
                        "description": "Which registries to query.",
                        "items": {
                            "type": "string",
                            "enum": [
                                "boamp",
                                "ted"
                            ],
                            "enumTitles": [
                                "BOAMP (France)",
                                "TED (EU-wide)"
                            ]
                        },
                        "default": [
                            "boamp",
                            "ted"
                        ]
                    },
                    "departments": {
                        "title": "French departments (BOAMP only)",
                        "type": "array",
                        "description": "Filter BOAMP tenders by French department code(s), e.g. <code>75</code>, <code>69</code>, <code>2A</code>. Empty = all of France.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "cpvCodes": {
                        "title": "CPV codes (TED)",
                        "type": "array",
                        "description": "Common Procurement Vocabulary codes to filter TED results, e.g. <code>72000000</code> (IT services). Empty = all categories.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "publishedWithinDays": {
                        "title": "Published within the last N days",
                        "minimum": 1,
                        "maximum": 365,
                        "type": "integer",
                        "description": "Only return tenders published in this window.",
                        "default": 7
                    },
                    "onlyOpen": {
                        "title": "Only tenders still open for bids",
                        "type": "boolean",
                        "description": "Exclude tenders whose response deadline has already passed (based on the published deadline, when available).",
                        "default": true
                    },
                    "maxResultsPerSource": {
                        "title": "Max results per source",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Cap the number of tenders returned from each registry.",
                        "default": 100
                    },
                    "monitorMode": {
                        "title": "Monitor mode (only NEW tenders)",
                        "type": "boolean",
                        "description": "Remember which tenders were already returned in previous runs and only output (and charge for) new ones. Perfect with an Apify Schedule: run daily, get only what's new.",
                        "default": false
                    },
                    "monitorName": {
                        "title": "Monitor name",
                        "type": "string",
                        "description": "Memory bucket for monitor mode. Use a different name per saved search (e.g. <code>cyber-paris</code>, <code>btp-sud</code>) so each keeps its own history.",
                        "default": "default"
                    },
                    "webhookUrl": {
                        "title": "Webhook / Slack URL",
                        "pattern": "^https?://.+",
                        "type": "string",
                        "description": "POST new tenders to this URL after each run. Slack incoming-webhook URLs (<code>hooks.slack.com</code>) get a formatted digest message; any other URL gets a JSON payload. Leave empty to disable."
                    },
                    "companyProfile": {
                        "title": "Company profile (enables AI relevance scoring)",
                        "type": "string",
                        "description": "Describe what your company sells and to whom (a few sentences, French or English). Each tender then gets <code>relevanceScore</code> (0–100), <code>relevanceReason</code> and a <code>bid/consider/skip</code> recommendation, and results are sorted by score. Requires your Anthropic API key below."
                    },
                    "anthropicApiKey": {
                        "title": "Anthropic API key (required for AI scoring)",
                        "type": "string",
                        "description": "Get one at <code>console.anthropic.com</code>. Used only to score tenders against your profile; never stored. If empty, scoring is skipped."
                    },
                    "maxTendersToScore": {
                        "title": "Max tenders to score per run",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Cap on AI-scored tenders per run (each scored tender is a paid event).",
                        "default": 50
                    },
                    "alertMinScore": {
                        "title": "Alert threshold (min score)",
                        "minimum": 0,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Webhook/Slack alerts only include tenders with a relevance score at or above this value (unscored tenders always alert). 0 = alert on everything.",
                        "default": 0
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
