# Fragrantica.com Scraper (`scraper-engine/fragrantica-com-scraper`) Actor

- **URL**: https://apify.com/scraper-engine/fragrantica-com-scraper.md
- **Developed by:** [Scraper Engine](https://apify.com/scraper-engine) (community)
- **Categories:** Automation, Developer tools, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

from $4.99 / 1,000 results

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

## 🌸 Fragrantica.com Scraper

The fastest, friendliest way to pull rich, structured perfume data from **Fragrantica.com** — accords, note pyramids, longevity, sillage, gender breakouts, ratings, real user reviews, similar perfumes and more — straight into a clean JSON dataset.

> Built for the Apify platform with a Cloudflare-aware HTTP layer (impit + browser TLS impersonation), a Playwright-powered renderer for Vue.js sections, and a sticky proxy fallback that automatically escalates only when needed.

---

### ✨ Why Choose This Scraper?

- 🛡️ **Anti-bot ready** — impit + Chrome TLS impersonation, Playwright fallback, and a shared cooldown gate that prevents retry storms.
- 🪜 **Smart proxy fallback** — starts **direct**, escalates to **datacenter**, then **residential** (3 retries) — and **sticks** with whichever tier works.
- ⚡ **Live results** — every scraped perfume is pushed to your dataset as soon as it's ready, so a crash mid-run never loses work.
- 🧪 **Deeply structured output** — main accords, top/middle/base note pyramid, longevity/sillage/price-value breakouts, season/gender/relation breakouts, pros & cons, real user reviews.
- 🧭 **6 dataset views** — Overview, Accords, Pyramid, Ratings, Reviews, and Similar Perfumes — every section laid out in its own clean table.
- 🔎 **Bulk or query** — paste a list of perfume URLs or just give it a search query (or both).
- 💵 **Pay per result** — you only pay for perfumes that actually get scraped.

---

### 🧠 Key Features

- 🔗 Bulk URL input (Fragrantica perfume pages or search URLs)
- 🔎 Built-in Algolia search by free-text query
- 🏷️ Brand, gender, description, primary image and full photo gallery
- 🎨 Main accords with named colors + RGB + intensity
- 🧪 Top / Middle / Base note pyramid (with images and links)
- ⏱️ Longevity, sillage, price-value & rating breakouts (counts + weighted average)
- 🌦️ Season + gender + I-have/had/want relation breakouts
- 👍 Pros & cons with like/dislike vote counts
- 💬 Real user reviews with normalized publish date, comment and structured vote tags
- 🔁 "People who like this also like" + "Reminds me of" recommendations
- 🌐 Sticky proxy fallback (direct → datacenter → residential)
- 🪶 Heavy-resource blocking for fast browser renders
- 💵 Pay-per-event pricing — predictable, transparent

---

### 📥 Input

| Field | Type | Description |
|-------|------|-------------|
| `startUrls` | `array` | Fragrantica perfume URLs or search URLs |
| `query` | `string` | Free-text search query (optional / fallback) |
| `maxItems` | `integer` | Max perfumes to scrape |
| `proxyConfiguration` | `object` | Proxy mode — defaults to **no proxy**, auto-falls-back when blocked |
| `allReviews` | `boolean` | Scroll & paginate review section |
| `maxItemsReviews` | `integer` | Cap reviews per perfume |
| `omitFields` | `array` | Top-level fields to drop |
| `concurrency` | `integer` | Parallel page fetches |
| `minRequestIntervalSeconds` | `number` | Floor delay between requests |
| `requestJitterSeconds` | `number` | Random jitter on top |
| `requestTimeoutSeconds` | `integer` | Single-request timeout |
| `maxRetries` | `integer` | Retries per blocked/failed URL |
| `retryBackoffSeconds` | `number` | Exponential backoff base |
| `rateLimitCooldownSeconds` | `number` | Shared cooldown when 429/503 seen |
| `useBrowser` | `boolean` | Use Playwright for Vue.js sections |
| `browserHeadless` | `boolean` | Run Chromium headless |
| `blockHeavyResources` | `boolean` | Block ads/trackers/fonts/media |
| `logLevel` | `string` | `DEBUG` / `INFO` / `WARNING` / `ERROR` |

#### Example input

```json
{
  "startUrls": [
    { "url": "https://www.fragrantica.com/perfume/Avon/Avon-Smile-5892.html" }
  ],
  "query": "Avon",
  "maxItems": 50,
  "proxyConfiguration": { "useApifyProxy": false },
  "allReviews": true,
  "maxItemsReviews": 20
}
````

***

### 📤 Output

Each dataset item has this shape (abridged):

```json
{
  "id": "5892",
  "url": "https://www.fragrantica.com/perfume/Avon/Avon-Smile-5892.html",
  "title": "Avon Smile Avon perfume - a fragrance for women",
  "description": "Avon Smile by Avon is a Floral fragrance for women. The fragrance features Mandarin Orange, Freesia and Mimosa.",
  "primaryImageUrl": "https://fimgs.net/mdimg/perfume-thumbs/375x500.5892.jpg",
  "images": ["…"],
  "brandName": "Avon",
  "brandUrl": "https://www.fragrantica.com/designers/Avon.html",
  "brandLogo": "https://fimgs.net/mdimg/dizajneri/m.7.jpg",
  "mainAccords": [
    { "accord": "citrus", "rgb": "rgb(249, 255, 82)", "hex": "#f9ff52", "value": 100.0 }
  ],
  "pyramid": { "type": "full", "topNotes": [], "middleNotes": [], "baseNotes": [] },
  "longevityBreakout": [{"very weak": 3}, {"weak": 12}, {"moderate": 6}, {"long lasting": 2}, {"eternal": 0}],
  "longevityAverage": 2.3043,
  "sillageBreakout": [],
  "priceValueBreakout": [],
  "perfumeRating": 3.4,
  "ratingCount": 25,
  "gender": "female",
  "genderBreakout": { "female": 18, "unisex": 4, "male": 1 },
  "seasonBreakout": { "spring": 16, "summer": 12 },
  "relationBreakout": { "have": 5, "had": 3, "want": 7 },
  "perfumers": [],
  "peopleWhoLikeThisAlsoLike": [],
  "thisPerfumeRemindsMeOf": [],
  "reviews": []
}
```

***

### 🚀 How to Use (Apify Console)

1. Log in at **https://console.apify.com → Actors**.
2. Open this Actor (`fragrantica-com-scraper`).
3. Paste perfume URLs into **Perfume URLs or Search URLs**, or set a **Search query**.
4. (Optional) Tweak `maxItems`, `concurrency`, `allReviews`, etc.
5. Click **Start**.
6. Watch logs stream in real time — every saved perfume is announced. 🎉
7. Open the **Output** tab to see results split into clean views:
   - 🔹 Overview
   - 🎨 Accords
   - 🧪 Pyramid
   - ⭐ Ratings & Breakouts
   - 💬 Reviews
   - 🔁 Similar Perfumes
8. Export to **JSON / CSV / XLSX**.

***

### 🤖 Use via API

Start a run synchronously and get the dataset items back:

```bash
curl -X POST "https://api.apify.com/v2/acts/<USERNAME>~fragrantica-com-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
     -H "Content-Type: application/json" \
     -d '{
       "startUrls": [{"url": "https://www.fragrantica.com/perfume/Avon/Avon-Smile-5892.html"}],
       "maxItems": 10
     }'
```

Asynchronous (returns a run ID):

```bash
curl -X POST "https://api.apify.com/v2/acts/<USERNAME>~fragrantica-com-scraper/runs?token=$APIFY_TOKEN" \
     -H "Content-Type: application/json" \
     -d '{"query": "Tom Ford", "maxItems": 25}'
```

***

### 🛡️ Proxy Strategy (the smart fallback)

This Actor uses a **sticky escalating proxy chain**:

1. 🌐 **Direct** — start with no proxy.
2. 🏢 **Datacenter** — if Fragrantica blocks, fall back to Apify datacenter proxies.
3. 🏡 **Residential** — if datacenter also fails, fall back to residential and retry up to **3 times**.
4. Once any fallback engages, the Actor **sticks with that tier** for the rest of the run — no flapping.

All escalations are logged with clear emoji-tagged messages, so you can always see which tier is in play.

If **you** explicitly choose a proxy tier (e.g. residential only), that choice is honored and automatic escalation is disabled.

***

### 🎯 Best Use Cases

- 🛍️ Building a perfume catalog or price-comparison product
- 📊 Brand / niche analysis with longevity, sillage and price-value breakouts
- 🤖 Recommendation engines — "people who like this also like…"
- 🧪 Note & accord research for fragrance creation
- 💬 Sentiment analysis on real user reviews
- 📚 Academic / consumer-research datasets

***

### 💵 Pricing

This Actor uses the **Pay Per Event** model:

| Event | What it bills |
|-------|---------------|
| `apify-actor-start` | One-time start fee per run (synthetic) |
| `result-item` | Each successfully scraped perfume pushed to your dataset |

You only pay for perfumes that actually get returned — if Fragrantica is unreachable or blocks the run end-to-end, you won't be billed for empty results. Set `maxItems` to cap your spend predictably.

***

### ❓ Frequently Asked Questions

**Why does the run start with no proxy?**
Fragrantica often responds happily to direct requests with Chrome TLS impersonation. Skipping the proxy makes the first batch faster and cheaper. The Actor auto-escalates the moment it sees a block.

**My run says "Residential proxy retry 2/3" — is that bad?**
No, it just means datacenter wasn't enough and the Actor is trying residential. After 3 residential attempts in a row that still fail, the Actor surfaces a clear error.

**Reviews come back empty — why?**
Either `allReviews` is off, the perfume genuinely has no reviews, or the browser couldn't render the review section (very rare). Set `allReviews: true` and `maxItemsReviews: 20` to get a healthy sample.

**Can I scrape a search results page instead of perfume pages?**
Yes — paste a search URL like `https://www.fragrantica.com/search/?query=oud`. The Actor reads the `query` parameter and resolves it to perfume URLs via the catalog.

**Is the data complete on every run?**
The Actor saves partial fields rather than failing the whole record. A crash mid-page leaves the static fields intact even if browser enrichment couldn't finish.

***

### ⚖️ Caution & Legal

- All data is collected from **publicly available** Fragrantica pages.
- Honor Fragrantica's Terms of Service, robots.txt and rate limits.
- The end user is responsible for compliance with GDPR, CCPA and any other applicable regulations.

***

### 📬 Support & Feedback

Open an issue or contact the maintainer via the Actor's Apify Store page. Bug reports with the run ID, input JSON and a description of what looked wrong are the easiest to fix. 🙏

# Actor input Schema

## `startUrls` (type: `array`):

List one or more Fragrantica perfume URLs (e.g. https://www.fragrantica.com/perfume/Avon/Avon-Smile-5892.html) or search URLs (e.g. https://www.fragrantica.com/search/?query=Avon).

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

Free-text search query for Fragrantica. Used when no startUrls are given, or to top-up results to reach maxItems.

## `maxItems` (type: `integer`):

Hard cap on perfumes to scrape across all inputs.

## `allReviews` (type: `boolean`):

If enabled, the actor will scroll and paginate through reviews on each perfume page.

## `maxItemsReviews` (type: `integer`):

Cap reviews collected per perfume page.

## `omitFields` (type: `array`):

Optional list of top-level fields to drop from each output item.

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

Use Apify Proxy or your own proxy URLs. Leave disabled for the built-in direct → datacenter → residential fallback.

## Actor input object example

```json
{
  "startUrls": [
    "https://www.fragrantica.com/search/?query=Avon"
  ],
  "query": "",
  "maxItems": 10,
  "allReviews": true,
  "maxItemsReviews": 5,
  "omitFields": [],
  "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 = {
    "startUrls": [
        "https://www.fragrantica.com/search/?query=Avon"
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("scraper-engine/fragrantica-com-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "startUrls": ["https://www.fragrantica.com/search/?query=Avon"],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("scraper-engine/fragrantica-com-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    "https://www.fragrantica.com/search/?query=Avon"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call scraper-engine/fragrantica-com-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Fragrantica.com Scraper",
        "description": null,
        "version": "0.1",
        "x-build-id": "KfxAM3fhcolciprlv"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/scraper-engine~fragrantica-com-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-scraper-engine-fragrantica-com-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/scraper-engine~fragrantica-com-scraper/runs": {
            "post": {
                "operationId": "runs-sync-scraper-engine-fragrantica-com-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/scraper-engine~fragrantica-com-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-scraper-engine-fragrantica-com-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "startUrls": {
                        "title": "🔗 Perfume URLs or Search URLs",
                        "type": "array",
                        "description": "List one or more Fragrantica perfume URLs (e.g. https://www.fragrantica.com/perfume/Avon/Avon-Smile-5892.html) or search URLs (e.g. https://www.fragrantica.com/search/?query=Avon).",
                        "items": {
                            "type": "string"
                        }
                    },
                    "query": {
                        "title": "🔎 Search query (optional)",
                        "type": "string",
                        "description": "Free-text search query for Fragrantica. Used when no startUrls are given, or to top-up results to reach maxItems.",
                        "default": ""
                    },
                    "maxItems": {
                        "title": "📦 Maximum number of perfumes",
                        "minimum": 1,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Hard cap on perfumes to scrape across all inputs.",
                        "default": 10
                    },
                    "allReviews": {
                        "title": "💬 Scrape user reviews",
                        "type": "boolean",
                        "description": "If enabled, the actor will scroll and paginate through reviews on each perfume page.",
                        "default": true
                    },
                    "maxItemsReviews": {
                        "title": "🗣️ Max reviews per perfume",
                        "minimum": 0,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Cap reviews collected per perfume page.",
                        "default": 5
                    },
                    "omitFields": {
                        "title": "🚫 Fields to omit from output",
                        "type": "array",
                        "description": "Optional list of top-level fields to drop from each output item.",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": "Use Apify Proxy or your own proxy URLs. Leave disabled for the built-in direct → datacenter → residential fallback.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```