# Urlaubsguru Deals Scraper (`truenorth/urlaubsguru-deals-scraper`) Actor Extract Urlaubsguru travel deals, prices, categories, descriptions, booking URLs, and images from public offer pages. - **URL**: https://apify.com/truenorth/urlaubsguru-deals-scraper.md - **Developed by:** [TrueNorth](https://apify.com/truenorth) (community) - **Categories:** Travel, Social media - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $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. 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 ## Urlaubsguru Deals Scraper Track German travel deals without manual browsing. This Actor extracts structured Urlaubsguru offer data — titles, categories, descriptions, prices, booking URLs, images, source pages, and scrape timestamps — from public server-rendered offer listing pages. It is built for travel market researchers, affiliate teams, deal monitoring workflows, content teams, and AI automation pipelines that need clean JSON/CSV-ready travel offer data. ### Key Features - Extracts public Urlaubsguru offer cards from server-rendered HTML. - Captures clean offer titles, travel categories, descriptions, prices, currencies, booking URLs, and image URLs. - Supports multiple `startUrls` for different Urlaubsguru listing pages. - Supports `maxItems` and `maxPages` limits for predictable runs. - Supports optional client-side `searchQuery` filtering across title, category, description, and raw price. - Uses lightweight HTTP fetching and Cheerio parsing — no browser runtime required. - Optional Apify proxy configuration is available for larger crawls. - Outputs JSON/CSV/Excel-ready records for downstream analytics and automation. ### How it Works 1. Enter one or more Urlaubsguru listing URLs and choose your item/page limits. 2. Run the Actor on Apify. 3. Download the dataset as JSON, CSV, Excel, or connect it to your API/automation workflow. ### Input Example ```json { "startUrls": [ { "url": "https://www.urlaubsguru.de/angebote/" } ], "maxItems": 50, "maxPages": 1, "proxyConfiguration": { "useApifyProxy": false }, "searchQuery": "Mallorca" } ```` ### Output Sample (JSON format) ```json { "title": "Georgien Bucketlist: Roadtrip zu Weinbergen & dem Kaukasus", "category": "Reise", "description": "10-tägiger Georgien-Roadtrip, inkl. Flügen, Mietwagen, Unterkünften, Katechien, Bojormi, Stepanzminda & Tiflis", "price": 1099, "currency": "EUR", "priceRaw": "1.099 €", "dealUrl": "https://rundreisen.urlaubsguru.de/de/angebote/65452?ja_source=urlaubsguru&ja_medium=cpo&ja_campaign=02042026&ja_term=georgien&ja_content=65452", "imageUrl": "https://thumb.holidayguru.de/image-service/50fbcbd5-7e49-4be8-a6d2-2084456e2b04?width=900&height=500&mimetype=webp", "sourceUrl": "https://www.urlaubsguru.de/angebote/", "scrapedAt": "2026-06-04T14:48:19.686Z" } ``` ### AI & LLM Integration (RAG-Ready) The Actor produces clean structured fields that can be used in AI and automation workflows: - Feed `title`, `category`, `description`, and `priceRaw` into LLM summarization or travel deal classification pipelines. - Store offer records in vector databases for retrieval-augmented generation (RAG). - Build travel deal monitoring agents that compare prices, categories, destinations, and source URLs over time. - Use the dataset as a Model Context Protocol (MCP) data source for travel research assistants. - Combine extracted records with lead scoring, affiliate analytics, or competitor monitoring workflows. ### Notes and Limitations - The Actor extracts public offer cards available in the initial HTML response. - It does not log in, bypass private content, or scrape user accounts. - It does not enrich offers beyond the fields emitted by Urlaubsguru offer cards. - For larger crawls, enable Apify Proxy and use conservative page/item limits. # Actor input Schema ## `startUrls` (type: `array`): Offer listing pages to scrape. ## `maxItems` (type: `integer`): Maximum number of offer records to save. ## `maxPages` (type: `integer`): Maximum number of paginated pages to fetch per start URL. ## `proxyConfiguration` (type: `object`): Optional Apify proxy configuration. ## `searchQuery` (type: `string`): Optional client-side filter matched against title, category, description, and raw price. ## Actor input object example ```json { "startUrls": [ { "url": "https://www.urlaubsguru.de/angebote/" } ], "maxItems": 50, "maxPages": 1, "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 = { "startUrls": [ { "url": "https://www.urlaubsguru.de/angebote/" } ] }; // Run the Actor and wait for it to finish const run = await client.actor("truenorth/urlaubsguru-deals-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 = { "startUrls": [{ "url": "https://www.urlaubsguru.de/angebote/" }] } # Run the Actor and wait for it to finish run = client.actor("truenorth/urlaubsguru-deals-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": [ { "url": "https://www.urlaubsguru.de/angebote/" } ] }' | apify call truenorth/urlaubsguru-deals-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=truenorth/urlaubsguru-deals-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Urlaubsguru Deals Scraper", "description": "Extract Urlaubsguru travel deals, prices, categories, descriptions, booking URLs, and images from public offer pages.", "version": "1.0", "x-build-id": "uaPb1tehddyYbevE9" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/truenorth~urlaubsguru-deals-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-truenorth-urlaubsguru-deals-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/truenorth~urlaubsguru-deals-scraper/runs": { "post": { "operationId": "runs-sync-truenorth-urlaubsguru-deals-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/truenorth~urlaubsguru-deals-scraper/run-sync": { "post": { "operationId": "run-sync-truenorth-urlaubsguru-deals-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": "Start URLs", "type": "array", "description": "Offer listing pages to scrape.", "default": [ { "url": "https://www.urlaubsguru.de/angebote/" } ], "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "maxItems": { "title": "Maximum items", "minimum": 1, "type": "integer", "description": "Maximum number of offer records to save.", "default": 50 }, "maxPages": { "title": "Maximum pages", "minimum": 1, "type": "integer", "description": "Maximum number of paginated pages to fetch per start URL.", "default": 1 }, "proxyConfiguration": { "title": "Proxy configuration", "type": "object", "description": "Optional Apify proxy configuration.", "default": { "useApifyProxy": false } }, "searchQuery": { "title": "Search query", "type": "string", "description": "Optional client-side filter matched against title, category, description, and raw price." } } }, "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 } } } } } } } } } } ```