# BookingScraper (`scrapio/bookingscraper`) Actor 🏨 BookingScraper extracts real-time hotel data from Booking.com β€” prices, availability, ratings, reviews, amenities, photos & locations. πŸ”Ž Perfect for price monitoring, market research, and travel apps. πŸ“Š Fast, reliable, SEO-ready datasets. πŸš€ - **URL**: https://apify.com/scrapio/bookingscraper.md - **Developed by:** [Scrapio](https://apify.com/scrapio) (community) - **Categories:** Travel, Developer tools, Automation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.99 / 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 ## BookingScraper Apify Actor **BookingScraper** scrapes **Booking.com** hotel detail pages and optional search results. It produces output in the same format as the reference (e.g. `output.json`): one JSON object per hotel with `order`, `url`, `startUrlOrQuery`, `name`, `type`, `description`, `stars`, `price`, `currency`, `rating`, `ratingLabel`, `reviews`, `breakfast`, `checkIn`/`checkOut`, `checkInDate`/`checkOutDate`, `location`, `address`, `image`, `rooms`, `highlights`, `finePrint`, `policies`, `images`, `roomImages`, `categoryReviews`, `hotelChain`, `licenseInfo`, `hostInfo`, `traderInfo`, `breadcrumbs`, `hotelId`, `facilities`, `timeOfScrapeISO`, and optional `source_url`. By default it uses **no proxy**; if Booking.com blocks or rejects requests, it automatically falls back to **datacenter** then **residential** proxy (with up to 3 retries), and logs all proxy events clearly. --- ### Why Choose Us? - **Same output shape as your reference**: Produces one JSON object per hotel with `order`, `url`, `name`, `type`, `description`, `stars`, `price`, `currency`, `rating`, `ratingLabel`, `reviews`, `rooms`, `images`, `roomImages`, `facilities`, `traderInfo`, `address`, `location`, `checkIn`/`checkOut`, `breadcrumbs`, `categoryReviews`, and more. - **Robust proxy handling**: No proxy by default; automatic fallback to datacenter then residential with clear `[PROXY]` logs. - **Live saving**: Each hotel is pushed to the dataset as soon as it’s scraped, so partial results are kept if the run stops. - **Bulk URLs**: Supply many hotel or search URLs in one run. - **Optional search**: Provide a search query (e.g. `"New York"`) and optional dates/filters to discover hotels from search results. --- ### Key Features | Feature | Description | |--------|-------------| | **Hotel detail scraping** | Full extraction from Booking.com hotel pages (Apollo state, schema.org, HTML fallbacks). | | **Search results** | Optionally scrape from search URLs or a search query to get a list of hotels, then scrape each. | | **Proxy fallback** | NO_PROXY β†’ DATACENTER β†’ RESIDENTIAL (3 retries); once on residential, all remaining requests use it. | | **Detailed logs** | Progress and proxy events logged so you can follow the run until the final result. | | **Retries** | Failed requests trigger proxy fallback or residential retry so the actor recovers from blocks. | --- ### Input Configure the actor with the Apify input schema. Example: ```json { "urls": [ { "url": "https://www.booking.com/hotel/us/trump-international-new-york.en-gb.html" } ], "proxyConfiguration": { "useApifyProxy": false }, "maxItems": 10, "search": "New York", "checkIn": "2026-03-25", "checkOut": "2026-03-31" } ```` | Field | Type | Description | |-------|------|-------------| | **urls** | array | **Required** (or use `search`). List of Booking.com hotel page URLs or search results page URLs. Each item can be `{ "url": "..." }` or a string. | | **proxyConfiguration** | object | Proxy settings. Default: no proxy. Use Apify proxy if you want; fallback will use datacenter/residential when needed. | | **maxItems** | integer | Max number of hotels to scrape when using search or search result URLs (default: 10). | | **search** | string | If no URLs (or only search URLs), use this as the location/landmark (e.g. `"New York"`). | | **checkIn** / **checkOut** | string | Optional dates in `YYYY-MM-DD` for search. | *** ### Output The default dataset contains one item per scraped hotel. Each item matches the structure of your reference output, for example: ```json { "order": 1, "url": "https://www.booking.com/hotel/us/trump-international-new-york.en-gb.html", "startUrlOrQuery": "New York", "name": "Trump International New York", "type": "hotel", "description": "Located at the juncture of Columbus Circle and Broadway...", "stars": 5, "price": 3067.11, "currency": "USD", "rating": 8.9, "ratingLabel": "Very good", "reviews": 842, "breakfast": "Available", "checkIn": "From 16:00 to None", "checkOut": "From None to 12:00", "checkInDate": "2026-03-25", "checkOutDate": "2026-03-31", "location": { "lat": 40.769, "lng": -73.981 }, "address": { "full": "One Central Park West", "country": "US", "city": "New York" }, "image": "https://cf.bstatic.com/...", "rooms": [...], "highlights": [...], "finePrint": "...", "policies": [...], "images": [...], "roomImages": [...], "categoryReviews": [...], "hotelChain": null, "licenseInfo": null, "hostInfo": null, "traderInfo": { "isBusiness": true, "email": "...", "phone": "...", "address": {...} }, "breadcrumbs": [...], "hotelId": "...", "facilities": [...], "source_url": "https://www.booking.com/...", "timeOfScrapeISO": "2026-03-15T12:00:00.000000+00:00" } ``` | Field | Description | |-------|-------------| | **order** | 1-based index of the hotel in this run. | | **url** / **source\_url** | Canonical and requested URL. | | **name**, **type**, **description** | Basic property info. | | **stars**, **price**, **currency** | Star rating and price. | | **rating**, **ratingLabel**, **reviews** | Guest rating and count. | | **rooms** | Room types with id, name, price when available. | | **images**, **roomImages** | Main and per-room image URLs. | | **traderInfo** | Business/contact and address. | | **facilities**, **highlights** | Amenities and highlights. | | **timeOfScrapeISO** | When the page was scraped (UTC). | *** ### How to Use the Actor (Apify Console) 1. Log in at and go to **Actors**. 2. Find **booking-hotel-scraper** (or your actor name) and open it. 3. Set **Input**: - **urls**: Add one or more Booking.com hotel or search URLs (or use **search** and optional dates). - **proxyConfiguration**: Leave default (no proxy) or enable Apify Proxy; fallback will be used automatically if needed. 4. Click **Start**. 5. Watch **Log** for progress and `[PROXY]` messages. 6. Open the **Output** tab to see the dataset (table or JSON). 7. Export to JSON/CSV if needed. *** ### Best Use Cases - **Hotel data for travel/price tools**: Get structured details for many properties. - **Competitor or market research**: Collect names, prices, ratings, facilities. - **Lead or contact data**: Use `traderInfo` (email, phone, company, address) from listing pages. *** ### Frequently Asked Questions **Do I need to enable proxy?**\ No. By default the actor sends requests without proxy. Enable Apify Proxy in input if you want; the actor will still start without proxy and only switch to datacenter/residential when it detects blocks. **What if I get blocked?**\ The actor will log `[PROXY]` and switch to datacenter, then residential. After switching to residential it keeps using it for all remaining requests. If residential fails, it retries up to 3 times and then fails the run with a clear message. **Can I scrape only from a search query?**\ Yes. Leave **urls** empty and set **search** (e.g. `"New York"`). Optionally set **checkIn**, **checkOut**, and **maxItems**. **Is the output format stable?**\ Yes. The output matches the same structure as the reference dataset (order, url, name, price, rooms, traderInfo, etc.). *** ### Support and Feedback Use the Apify platform support or your team’s channel for bugs or feature requests. Ensure your use complies with Booking.com’s terms and applicable law. *** ### Cautions - Data is collected only from **publicly available** Booking.com pages. - You are responsible for **legal compliance** (privacy, data protection, terms of use). - Use reasonable **maxItems** and **rate** to avoid overloading the target site. # Actor input Schema ## `search` (type: `string`): City, region, or landmark to search for accommodation (e.g. New York, Paris). ## `startUrls` (type: `array`): Add one or more Booking.com URLs: hotel detail pages or search results pages. Use Add, Bulk edit, or paste URLs. ## `maxItems` (type: `integer`): Maximum number of hotels to scrape per destination or per start URL. ## `scrapeAdditionalHotelData` (type: `boolean`): Extract full hotel data including rooms, facilities, trader info, and images for each property. ## `propertyType` (type: `string`): Filter by type of accommodation. ## `sortBy` (type: `string`): How to sort search results. ## `minimumRating` (type: `string`): Minimum guest rating (e.g. 7, 8, 9). Leave empty for no filter. ## `starsCountFilter` (type: `string`): Filter by star rating. ## `currency` (type: `string`): Currency for displayed prices. ## `language` (type: `string`): Interface language for the search. ## `checkIn` (type: `string`): Select absolute date (YYYY-MM-DD) or relative (e.g. 2 weeks). Leave empty for flexible search. ## `checkOut` (type: `string`): Select absolute date (YYYY-MM-DD) or relative (e.g. 1 week). Leave empty for flexible search. ## `flexWindow` (type: `string`): Allow dates to shift by this many days. Use 0 for exact dates only. ## `rooms` (type: `integer`): Number of rooms for the stay. ## `adults` (type: `integer`): Number of adult guests. ## `children` (type: `integer`): Number of children. ## `minMaxPrice` (type: `string`): Min-max price filter, e.g. 50-200 or 100+ for minimum only. ## `proxyConfiguration` (type: `object`): By default no proxy is used. If Booking.com blocks requests, the actor falls back to datacenter then residential proxy. ## Actor input object example ```json { "search": "New York", "startUrls": [], "maxItems": 10, "scrapeAdditionalHotelData": true, "propertyType": "none", "sortBy": "distance_from_search", "minimumRating": "", "starsCountFilter": "any", "currency": "USD", "language": "en-gb", "checkIn": "", "checkOut": "", "flexWindow": "0", "rooms": 1, "adults": 2, "children": 0, "minMaxPrice": "0-999999", "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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "search": "New York", "startUrls": [], "maxItems": 10, "scrapeAdditionalHotelData": true, "propertyType": "none", "sortBy": "distance_from_search", "minimumRating": "", "starsCountFilter": "any", "currency": "USD", "language": "en-gb", "checkIn": "", "checkOut": "", "flexWindow": "0", "rooms": 1, "adults": 2, "children": 0, "minMaxPrice": "0-999999", "proxyConfiguration": { "useApifyProxy": false } }; // Run the Actor and wait for it to finish const run = await client.actor("scrapio/bookingscraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`πŸ’Ύ 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); }); // πŸ“š Want to learn more πŸ“–? Go to β†’ 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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "search": "New York", "startUrls": [], "maxItems": 10, "scrapeAdditionalHotelData": True, "propertyType": "none", "sortBy": "distance_from_search", "minimumRating": "", "starsCountFilter": "any", "currency": "USD", "language": "en-gb", "checkIn": "", "checkOut": "", "flexWindow": "0", "rooms": 1, "adults": 2, "children": 0, "minMaxPrice": "0-999999", "proxyConfiguration": { "useApifyProxy": False }, } # Run the Actor and wait for it to finish run = client.actor("scrapio/bookingscraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("πŸ’Ύ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # πŸ“š Want to learn more πŸ“–? Go to β†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "search": "New York", "startUrls": [], "maxItems": 10, "scrapeAdditionalHotelData": true, "propertyType": "none", "sortBy": "distance_from_search", "minimumRating": "", "starsCountFilter": "any", "currency": "USD", "language": "en-gb", "checkIn": "", "checkOut": "", "flexWindow": "0", "rooms": 1, "adults": 2, "children": 0, "minMaxPrice": "0-999999", "proxyConfiguration": { "useApifyProxy": false } }' | apify call scrapio/bookingscraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapio/bookingscraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "BookingScraper", "description": "🏨 BookingScraper extracts real-time hotel data from Booking.com β€” prices, availability, ratings, reviews, amenities, photos & locations. πŸ”Ž Perfect for price monitoring, market research, and travel apps. πŸ“Š Fast, reliable, SEO-ready datasets. πŸš€", "version": "0.1", "x-build-id": "fnALWTl44bApOo8fr" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapio~bookingscraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapio-bookingscraper", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/scrapio~bookingscraper/runs": { "post": { "operationId": "runs-sync-scrapio-bookingscraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/scrapio~bookingscraper/run-sync": { "post": { "operationId": "run-sync-scrapio-bookingscraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "search": { "title": "Destination", "type": "string", "description": "City, region, or landmark to search for accommodation (e.g. New York, Paris).", "default": "New York" }, "startUrls": { "title": "Or use Start URLs instead", "type": "array", "description": "Add one or more Booking.com URLs: hotel detail pages or search results pages. Use Add, Bulk edit, or paste URLs.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "maxItems": { "title": "Max results per destination or URL", "minimum": 1, "maximum": 100, "type": "integer", "description": "Maximum number of hotels to scrape per destination or per start URL.", "default": 10 }, "scrapeAdditionalHotelData": { "title": "Scrape additional hotel data", "type": "boolean", "description": "Extract full hotel data including rooms, facilities, trader info, and images for each property.", "default": true }, "propertyType": { "title": "Property type", "enum": [ "none", "hotels", "apartments", "hostels", "guest houses", "homestays", "bed and breakfasts", "holiday homes", "boats", "villas", "motels", "resorts", "holiday parks", "campsites", "luxury tents" ], "type": "string", "description": "Filter by type of accommodation.", "default": "none" }, "sortBy": { "title": "Order results by", "enum": [ "distance_from_search", "price", "review_score_and_price", "review_score", "star_rating" ], "type": "string", "description": "How to sort search results.", "default": "distance_from_search" }, "minimumRating": { "title": "Minimum rating", "type": "string", "description": "Minimum guest rating (e.g. 7, 8, 9). Leave empty for no filter.", "default": "" }, "starsCountFilter": { "title": "Stars count", "enum": [ "any", "3", "4", "5", "1", "2" ], "type": "string", "description": "Filter by star rating.", "default": "any" }, "currency": { "title": "Preferred currency", "enum": [ "USD", "EUR", "GBP", "CAD", "AUD", "CHF", "JPY", "CNY", "INR", "BRL", "MXN" ], "type": "string", "description": "Currency for displayed prices.", "default": "USD" }, "language": { "title": "Language", "enum": [ "en-gb", "en-us", "de", "fr", "es", "it", "pt-br", "nl", "pl", "ru", "ja", "zh" ], "type": "string", "description": "Interface language for the search.", "default": "en-gb" }, "checkIn": { "title": "Check-in date", "pattern": "^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$|^$", "type": "string", "description": "Select absolute date (YYYY-MM-DD) or relative (e.g. 2 weeks). Leave empty for flexible search.", "default": "" }, "checkOut": { "title": "Check-out date", "pattern": "^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$|^(\\d+)\\s*(day|week|month|year)s?$|^$", "type": "string", "description": "Select absolute date (YYYY-MM-DD) or relative (e.g. 1 week). Leave empty for flexible search.", "default": "" }, "flexWindow": { "title": "Stay date flexibility (days)", "enum": [ "0", "1", "2", "3", "7" ], "type": "string", "description": "Allow dates to shift by this many days. Use 0 for exact dates only.", "default": "0" }, "rooms": { "title": "Number of rooms", "minimum": 1, "maximum": 9, "type": "integer", "description": "Number of rooms for the stay.", "default": 1 }, "adults": { "title": "Number of adults", "minimum": 1, "maximum": 30, "type": "integer", "description": "Number of adult guests.", "default": 2 }, "children": { "title": "Number of children", "minimum": 0, "maximum": 30, "type": "integer", "description": "Number of children.", "default": 0 }, "minMaxPrice": { "title": "Price range", "type": "string", "description": "Min-max price filter, e.g. 50-200 or 100+ for minimum only.", "default": "0-999999" }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "By default no proxy is used. If Booking.com blocks requests, the actor falls back to datacenter then residential proxy." } } }, "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 } } } } } } } } } } ```