# Quandoo Restaurants Search Scraper (`stealth_mode/quandoo-restaurants-search-scraper`) Actor Scrape Quandoo.com restaurant search results effortlessly. Collect business names, ratings, locations, booking slots, pricing, special offers, and 35+ fields per listing — perfect for food tech, market research, and hospitality analytics. - **URL**: https://apify.com/stealth\_mode/quandoo-restaurants-search-scraper.md - **Developed by:** [Stealth mode](https://apify.com/stealth_mode) (community) - **Categories:** Automation, Developer tools, Travel - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $2.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. 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 ## Quandoo Restaurant Search Scraper: Extract Dining & Booking Data --- ### What Is Quandoo.com? Quandoo is a global restaurant discovery and reservation platform operating across Europe, Asia, and beyond. It lists thousands of restaurants with real-time booking availability, ratings, pricing, and special offers. Manually compiling this data is impractical at scale — the **Quandoo Restaurant Search Scraper** automates extraction from search result pages, delivering structured records ready for analysis or integration. --- ### Overview The **Quandoo Scraper** targets restaurant listing pages (search/filter results) and extracts rich metadata per restaurant. It suits: - **Food tech developers** building aggregator or comparison platforms - **Market researchers** analyzing restaurant density, pricing, or cuisine trends by district - **Hospitality consultants** benchmarking competitors in a given city or region - **Data analysts** tracking booking availability and special offer patterns The scraper supports pagination, bulk URL input, and configurable item limits, making it viable for both targeted and large-scale collection. --- ### Input Format ```json { "ignore_url_failures": true, "max_items_per_url": 200, "urls": [ "https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2" ] } ```` | Field | Type | Description | |---|---|---| | `urls` | `array` | One or more Quandoo search result page URLs to scrape. Supports bulk entry. Each URL should be a `/result?...` search page with your desired filters applied (city, district, bookable, etc.). | | `max_items_per_url` | `integer` | Maximum number of restaurant records to collect per URL. Default: `20`. Set higher (e.g., `200`) for broader coverage. | | `ignore_url_failures` | `boolean` | If `true`, the scraper continues running when a URL fails instead of stopping the entire run. Recommended for bulk jobs. Default: `true`. | > **Tip:** Build your search URL directly on Quandoo's website by applying filters (location, district, cuisine, bookable only, special offers), then copy the URL from your browser's address bar. To scrape multiple pages, duplicate the URL and increment the `page=` parameter. *** ### Output Format **Sample output** ```json { "scores": { "additionals": [], "count": 286, "description": null, "histogram": {}, "score": 526 }, "start_price_minor_units": 1300, "bookable": true, "public_id": "a60f5316-a4ef-4662-bb51-2dd1a61587dc", "products": [ "BASIC" ], "browser_url": "il-sugo-8736", "start_price": "£13.00", "partner": true, "iovox_enabled": false, "widget_url": "https://widget.quandoo.co.uk/widget/reservation/merchant/8zTyi?aid=2&countryId=GBR", "city": 1871, "business_name": "Il Sugo", "latitude": "51.537544", "available_slots": [], "destination": 17894, "district": 17894, "longitude": "-0.140374", "special_offers": { "has_any_offer": false, "upcoming_offers": [] }, "currency": "£", "country_id": "GBR", "business_address": { "city": "London", "house_no": "1-3 ", "latitude": null, "longitude": null, "street": "Pratt Street", "zip_code": "NW1 0HA" }, "region": 1870, "distance": 3.485, "redeemable": true, "media_item": "/a60f5316-a4ef-4662-bb51-2dd1a61587dc/47375_sld.jpg", "attributes": { "attributes": [ { "attribute_set_values": [ { "id": 9, "name": "Romantic" } ], "id": 2, "name": "atmosphere" }, { "attribute_set_values": [ { "id": 81, "name": "Street parking" } ], "id": 11, "name": "parking places" }, { "attribute_set_values": [ { "id": 2, "name": "Debit card" }, { "id": 3, "name": "MasterCard" } ], "id": 1, "name": "payment type" } ], "price_range": { "id": 20, "name": "Average" } }, "phone_number": "+442072673575", "media_item_url": "https://qul.imgix.net/a60f5316-a4ef-4662-bb51-2dd1a61587dc/47375_sld.jpg", "has_menu": true, "available_slots_info": [], "id": 8736, "created_at": "2014-12-19T14:03:53", "categories": [ { "browser_url": "restaurants", "id": 1, "level": 1, "name": "Eat & Drink", "name_and_restaurant_plural": "Eat & Drink", "name_and_restaurant_singular": "Eat & Drink", "name_plural": "Eat & Drink", "parent_id": 0 }, { "browser_url": "italian-restaurants", "id": 16, "level": 2, "name": "Italian", "name_and_restaurant_plural": "Italian Restaurants ", "name_and_restaurant_singular": "Italian Restaurant", "name_plural": "Italian", "parent_id": 1 }, { "browser_url": "pizzeria", "id": 17, "level": 3, "name": "Pizzeria", "name_and_restaurant_plural": "Pizzerias", "name_and_restaurant_singular": "Pizzeria", "name_plural": "Pizzeria", "parent_id": 16 }, { "browser_url": "european-restaurants", "id": 257, "level": 2, "name": "European", "name_and_restaurant_plural": "European Restaurants", "name_and_restaurant_singular": "European Restaurant", "name_plural": "European", "parent_id": 1 }, { "browser_url": "mediterranean-restaurants", "id": 247, "level": 2, "name": "Mediterranean", "name_and_restaurant_plural": "Mediterranean Restaurants", "name_and_restaurant_singular": "Mediterranean Restaurant", "name_plural": "Mediterranean", "parent_id": 1 } ], "widget_enabled": true, "rating": 4, "from_url": "https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2" } ``` Each restaurant in the search results returns a record with 35+ fields: #### Identity & Location | Field | Meaning | |---|---| | `ID` | Internal Quandoo numeric identifier | | `Public ID` | Public-facing unique identifier used in URLs | | `Business Name` | Restaurant display name | | `Business Address` | Street address of the restaurant | | `City` | City where the restaurant is located | | `Region` | Broader region or administrative area | | `District` | Neighbourhood or district (maps to `districtFilter` in the URL) | | `Destination` | Search destination string (e.g., `london`) | | `Country ID` | Country identifier code | | `Latitude` | Geographic latitude coordinate | | `Longitude` | Geographic longitude coordinate | | `Distance` | Distance from the search center point | #### Booking & Availability | Field | Meaning | |---|---| | `Bookable` | Whether the restaurant accepts online reservations | | `Available Slots` | List of available time slots for booking | | `Available Slots Info` | Additional metadata about slot availability | | `Widget URL` | Embedded booking widget URL | | `Widget Enabled` | Whether the booking widget is active | #### Pricing & Offers | Field | Meaning | |---|---| | `Start Price` | Minimum price per person (formatted) | | `Start Price Minor Units` | Price in minor currency units (e.g., pence, cents) | | `Currency` | Currency code for pricing (e.g., `GBP`, `EUR`) | | `Special Offers` | Active promotions or deals on the listing | | `Redeemable` | Whether an offer or voucher can be redeemed | | `Products` | Quandoo products/packages associated with the restaurant | #### Ratings & Reviews | Field | Meaning | |---|---| | `Rating` | Overall customer rating score | | `Scores` | Breakdown of rating dimensions (e.g., food, service, ambience) | #### Media | Field | Meaning | |---|---| | `Media Item` | Primary media object (image metadata) | | `Media Item URL` | Direct URL to the restaurant's main listing image | #### Classification & Attributes | Field | Meaning | |---|---| | `Categories` | Cuisine types and restaurant categories | | `Attributes` | Feature tags (e.g., outdoor seating, private dining, parking) | | `Has Menu` | Whether a menu is available on the listing | #### Contact & Integration | Field | Meaning | |---|---| | `Phone Number` | Restaurant contact number | | `Iovox Enabled` | Whether call tracking via Iovox is active | | `Partner` | Partner program association | | `Browser URL` | Full public URL to the restaurant's Quandoo page | | `Created At` | Timestamp when the listing was created | *** ### How to Use 1. **Build your search URL** — Go to Quandoo, apply filters (city, district, bookable, special offers), and copy the results page URL. 2. **Handle pagination** — For more than one page, add multiple URLs with `page=1`, `page=2`, etc. 3. **Configure the input** — Paste URLs into the `urls` array. Set `max_items_per_url` to match your target volume. 4. **Run the scraper** — Start the actor and monitor progress in the run log. 5. **Export** — Download results as JSON, CSV, or Excel. **Best practices:** - Keep `ignore_url_failures: true` for multi-URL runs. - Use Quandoo's `districtFilter` parameter to narrow results to a specific neighbourhood rather than scraping an entire city at once. - Cross-reference `Available Slots` with `Bookable` to filter truly reservable restaurants. *** ### Use Cases & Business Value - **Competitive benchmarking:** Compare restaurant density, pricing tiers, and ratings across city districts - **Lead generation:** Build targeted lists of restaurants by cuisine, location, and availability - **Market entry research:** Assess supply and demand in a hospitality market before launching - **Aggregator feeds:** Power restaurant discovery features with live Quandoo data *** ### Conclusion The **Quandoo Restaurant Search Scraper** transforms paginated search results into clean, structured datasets spanning location, pricing, availability, and ratings. Whether you're analysing a single neighbourhood or building a city-wide database, it eliminates manual data collection entirely. Run it today to unlock Quandoo's restaurant intelligence at scale. # Actor input Schema ## `urls` (type: `array`): Add the URLs of the restaurants list urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list. ## `ignore_url_failures` (type: `boolean`): If true, the scraper will continue running even if some URLs fail to be scraped. ## `max_items_per_url` (type: `integer`): The maximum number of items to scrape per URL. ## Actor input object example ```json { "urls": [ "https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2" ], "ignore_url_failures": true, "max_items_per_url": 20 } ``` # 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 = { "urls": [ "https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2" ], "ignore_url_failures": true, "max_items_per_url": 20 }; // Run the Actor and wait for it to finish const run = await client.actor("stealth_mode/quandoo-restaurants-search-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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "urls": ["https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2"], "ignore_url_failures": True, "max_items_per_url": 20, } # Run the Actor and wait for it to finish run = client.actor("stealth_mode/quandoo-restaurants-search-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 '{ "urls": [ "https://www.quandoo.co.uk/result?destination=london&districtFilter=1871&bookable=true&onlySpecialOffers=false&page=2" ], "ignore_url_failures": true, "max_items_per_url": 20 }' | apify call stealth_mode/quandoo-restaurants-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=stealth_mode/quandoo-restaurants-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Quandoo Restaurants Search Scraper", "description": "Scrape Quandoo.com restaurant search results effortlessly. Collect business names, ratings, locations, booking slots, pricing, special offers, and 35+ fields per listing — perfect for food tech, market research, and hospitality analytics.", "version": "0.0", "x-build-id": "sT8QdK75qDYZ6dWzj" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/stealth_mode~quandoo-restaurants-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-stealth_mode-quandoo-restaurants-search-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/stealth_mode~quandoo-restaurants-search-scraper/runs": { "post": { "operationId": "runs-sync-stealth_mode-quandoo-restaurants-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/stealth_mode~quandoo-restaurants-search-scraper/run-sync": { "post": { "operationId": "run-sync-stealth_mode-quandoo-restaurants-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "urls": { "title": "URLs of the restaurants list urls to scrape", "type": "array", "description": "Add the URLs of the restaurants list urls you want to scrape. You can paste URLs one by one, or use the Bulk edit section to add a prepared list.", "items": { "type": "string" } }, "ignore_url_failures": { "title": "Continue running even if some URLs fail to be scraped", "type": "boolean", "description": "If true, the scraper will continue running even if some URLs fail to be scraped." }, "max_items_per_url": { "title": "Max items per URL", "type": "integer", "description": "The maximum number of items to scrape per URL." } } }, "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 } } } } } } } } } } ```