# Boozt Product Search Scraper (`stealth_mode/boozt-product-search-scraper`) Actor Scrape product listings from Boozt.com search results with complete details — pricing, stock status, color variants, EAN codes, and brand info. Perfect for price monitoring, competitive analysis, and retail market research. - **URL**: https://apify.com/stealth\_mode/boozt-product-search-scraper.md - **Developed by:** [Stealth mode](https://apify.com/stealth_mode) (community) - **Categories:** Automation, Developer tools, E-commerce - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 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 ## Boozt Product Search Scraper: Extract Fashion Inventory at Scale --- ### What Is Boozt.com? Boozt.com is a major European fashion e-commerce platform offering clothing, footwear, and accessories from premium and mid-market brands. With thousands of SKUs across multiple categories and price points, it serves as a valuable source for retail intelligence, pricing benchmarking, and inventory monitoring. Manually extracting product data from search results is inefficient — the **Boozt Product Search Scraper** automates this, collecting structured product details from category pages and search results in seconds. --- ### Overview The **Boozt Product Search Scraper** extracts complete product records from Boozt.com search and category pages, converting dynamic listings into machine-readable JSON data. It is designed for: - **Price monitoring services** tracking fashion retail pricing trends - **Competitive intelligence teams** analyzing competitor assortments and strategies - **Retail researchers** studying product availability, seasonality, and SKU proliferation - **BI analysts** building dashboards on fashion market data - **Developers** integrating product catalogs into aggregator platforms or price comparison tools Key strengths include pagination support (extract 200+ items per URL), variant tracking across colors and sizes, and robust error handling via `ignore_url_failures`. --- ### Input Format The scraper accepts a JSON configuration object: ```json { "urls": [ "https://www.boozt.com/fr/en/women/clothing?page=2" ], "ignore_url_failures": true, "max_items_per_url": 200 } ```` | Field | Type | Description | Example | |---|---|---|---| | `urls` | Array | Direct links to Boozt product search or category pages | `["https://www.boozt.com/fr/en/women/clothing?page=2"]` | | `max_items_per_url` | Integer | Maximum number of products to extract per URL (1–200) | `200` | | `ignore_url_failures` | Boolean | If `true`, skips failed URLs instead of halting the run | `true` | **Usage tips:** - Use full search or category URLs with pagination parameters (e.g., `?page=2`) - Increase `max_items_per_url` to collect larger result sets - Enable `ignore_url_failures` for bulk multi-URL runs to prevent interruption *** ### Output Format #### Sample Output Record ```json { "id": 32975489, "ean_id": 231274455, "swatch_id": 1013, "color_name": "BRIGHT WHITE", "sizes": [ "34", "38", "40", "42" ], "pricing_strategies": { "prices": [ [ { "value": "150 €", "background_color": null, "foreground_color": "#212121", "strike_through": false, "text_size": "LARGE", "has_padding": false } ] ], "mdv_prices": [], "prices_accessibility_string": "Price 150 €", "mdv_prices_accessibility_string": null, "scenario": null }, "pricing_strategy_information_texts": [], "prices": { "base": { "price": "150.000", "price_sek": "1,662.750", "formatted_price": "150 €", "reduction": 0, "discount_id": null }, "sale": null, "optin": null, "previous": null, "purchase": null, "optin_original": null }, "special_price": false, "media": [ { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601.webp?has_webp=1&version=950c2262da513289a8aa8bff2829c486", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_1.webp?has_webp=1&version=3e655b394d840261d72a58ebdc62f4ed", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_11.webp?has_webp=1&version=b19436c8ec4f68dd7957e3ff7d2e5462", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_12.webp?has_webp=1&version=3a73f4beaf9bf2143ecdd3688ababb26", "is_model": false }, { "type": "alternative_image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_10.webp?has_webp=1&version=c9ecc1eccb3eda77aa4cd224195c59c4", "is_model": true } ], "teaser_date": null, "in_stock": true, "attribute": null, "text_splashes": [ { "type": "text", "text": "New season", "background_color": "#DDDDDD", "text_color": "#000000" } ], "image_splash": null, "optin_box": null, "variant_id": 2075384189, "display_name": "GZriava corsage - Party top", "product_name": "GZriava corsage", "variants": [ { "id": 2075384189, "ean_id": 231274455, "swatch_id": 1013, "color_name": "BRIGHT WHITE", "sizes": [ "34", "38", "40", "42" ], "pricing_strategies": { "prices": [ [ { "value": "150 €", "background_color": null, "foreground_color": "#212121", "strike_through": false, "text_size": "LARGE", "has_padding": false } ] ], "mdv_prices": [], "prices_accessibility_string": "Price 150 €", "mdv_prices_accessibility_string": null, "scenario": null }, "pricing_strategy_information_texts": [], "prices": { "base": { "price": "150.000", "price_sek": "1,662.750", "formatted_price": "150 €", "reduction": 0, "discount_id": null }, "sale": null, "optin": null, "previous": null, "purchase": null, "optin_original": null }, "special_price": false, "media": [ { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601.webp?has_webp=1&version=950c2262da513289a8aa8bff2829c486", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_1.webp?has_webp=1&version=3e655b394d840261d72a58ebdc62f4ed", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_11.webp?has_webp=1&version=b19436c8ec4f68dd7957e3ff7d2e5462", "is_model": false }, { "type": "image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_12.webp?has_webp=1&version=3a73f4beaf9bf2143ecdd3688ababb26", "is_model": false }, { "type": "alternative_image", "url": "https://image-resizing.booztcdn.com/gestuz/ges10911252_cbrightwhite_v110601_10.webp?has_webp=1&version=c9ecc1eccb3eda77aa4cd224195c59c4", "is_model": true } ], "teaser_date": null, "in_stock": true, "attribute": null, "text_splashes": [ { "type": "text", "text": "New season", "background_color": "#DDDDDD", "text_color": "#000000" } ], "image_splash": null, "optin_box": null } ], "tags": [], "ean_cap": null, "product_url": "https://www.boozt.com/fr/en/gestuz/gzriava-corsage_32975489", "brand_name": "Gestuz", "sponsored_product_tracking": null, "swatch_ids": [ 1013 ], "from_url": "https://www.boozt.com/fr/en/women/clothing" } ``` Each scraped product returns a comprehensive record with 30+ fields covering pricing, inventory, variants, and metadata: #### Product Identification | Field | Meaning | |---|---| | `ID` | Unique internal Boozt product identifier | | `Product URL` | Direct link to the product detail page | | `Product Name` | Full product title as displayed on Boozt | | `Display Name` | Alternate or shortened display title | | `Brand Name` | Manufacturer or designer brand | | `Tags` | Categorical tags (e.g., "sale", "new", "trending") | #### SKU & Inventory Management | Field | Meaning | |---|---| | `EAN ID` | European Article Number (barcode) for the main product | | `EAN Cap` | EAN cap code for the product family | | `Variant ID` | Unique identifier for specific color/size combinations | | `Swatch ID` | Identifier for color/design variants | | `Swatch IDs` | Array of all available swatch IDs for this product | | `Color Name` | Specific color designation (e.g., "Navy Blue", "Black") | | `Sizes` | Available size options (e.g., "XS, S, M, L, XL") | | `Variants` | Full variant matrix (color-size combinations) | | `In Stock` | Boolean indicating current stock availability | #### Pricing & Promotions | Field | Meaning | |---|---| | `Prices` | Regular retail price(s) in the local currency | | `Special Price` | Discounted or promotional price if applicable | | `Pricing Strategies` | Types of pricing applied (e.g., "percentage\_discount", "fixed\_price") | | `Pricing Strategy Information Texts` | Descriptive text for active promotions (e.g., "50% off") | #### Media & Visual Assets | Field | Meaning | |---|---| | `Media` | URLs of product images and media files | | `Image Splash` | Promotional image overlay or highlight | | `Text Splashes` | Text overlays or badges (e.g., "New Arrival", "Exclusive") | #### Marketing & Promotion Flags | Field | Meaning | |---|---| | `Teaser Date` | Launch or availability date for upcoming products | | `Opt-in Box` | Email signup or notification preference flag | | `Sponsored Product Tracking` | Indicates if the product has paid promotion or sponsored placement | *** ### How to Use 1. **Find category or search URLs** — Navigate to Boozt.com, filter by category or search term, and copy the URL including pagination parameters. 2. **Prepare the configuration** — Paste URLs into the `urls` array. Set `max_items_per_url` based on desired batch size (up to 200). 3. **Set error handling** — Leave `ignore_url_failures: true` to ensure uninterrupted collection across multiple URLs. 4. **Run the scraper** — Start the actor and monitor progress in the run log. 5. **Export data** — Download results as JSON, CSV, or Excel for use in analytics tools, databases, or dashboards. **Troubleshooting:** - If products appear incomplete, verify the URL is a search/category page, not a detail page - For high-volume runs (500+ products), split across multiple URLs to reduce memory usage - Use consistent `max_items_per_url` values across runs for reliable batch processing *** ### Use Cases & Business Value - **Price tracking:** Monitor competitor pricing changes in real-time for dynamic repricing strategies - **Assortment analysis:** Track new product launches, discontinuations, and seasonal trends - **Inventory intelligence:** Analyze stock status and availability patterns by size and color - **Fashion market research:** Study brand positioning, pricing strategies, and product mix - **E-commerce aggregation:** Feed live Boozt data into price comparison platforms or shopping apps By automating product data extraction, the Boozt Product Search Scraper eliminates manual work and provides timely insights for competitive advantage in fast-moving retail markets. *** ### Conclusion The **Boozt Product Search Scraper** is an essential tool for retail analysts, e-commerce developers, and fashion market researchers. With support for paginated searches, complete variant tracking, and 30+ data fields per product, it turns Boozt.com listings into actionable intelligence. Extract pricing, inventory, and promotional data at scale — and stay ahead of market trends. # Actor input Schema ## `urls` (type: `array`): Add the URLs of the product search 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.boozt.com/fr/en/women/clothing?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.boozt.com/fr/en/women/clothing?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/boozt-product-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.boozt.com/fr/en/women/clothing?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/boozt-product-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.boozt.com/fr/en/women/clothing?page=2" ], "ignore_url_failures": true, "max_items_per_url": 20 }' | apify call stealth_mode/boozt-product-search-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=stealth_mode/boozt-product-search-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Boozt Product Search Scraper", "description": "Scrape product listings from Boozt.com search results with complete details — pricing, stock status, color variants, EAN codes, and brand info. Perfect for price monitoring, competitive analysis, and retail market research.", "version": "0.0", "x-build-id": "Jq68enPQul80FMuFb" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/stealth_mode~boozt-product-search-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-stealth_mode-boozt-product-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/stealth_mode~boozt-product-search-scraper/runs": { "post": { "operationId": "runs-sync-stealth_mode-boozt-product-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/stealth_mode~boozt-product-search-scraper/run-sync": { "post": { "operationId": "run-sync-stealth_mode-boozt-product-search-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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 product search list urls to scrape", "type": "array", "description": "Add the URLs of the product search 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 } } } } } } } } } } ```