# SPAR Belgian Supermarket Scraper (`harvestedge/spar-belgian-supermarket-scraper`) Actor The SPAR Belgium Product Scraper extracts structured ecommerce grocery product data for name, price, unit, promotions, image, and url. Choice between every available SPAR store. - **URL**: https://apify.com/harvestedge/spar-belgian-supermarket-scraper.md - **Developed by:** [Harvest Edge](https://apify.com/harvestedge) (community) - **Categories:** Automation, E-commerce, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $6.00 / 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 🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🚜 🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽🌽 ### Harvest Edge / SPAR Belgium Product Scraper 🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱🌱 πŸŒ½πŸŒ½πŸŒ½πŸŒ½πŸ†πŸŒ½πŸŒ½πŸŒ½πŸŒ½πŸŒ½πŸŒ½πŸŒ½πŸšœπŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ±πŸŒ± Harvest Edge makes business information available to everyone! --- ### Overview Suggested residential proxies are BE, NL, FR, and DE. The SPAR Belgium Product Scraper extracts structured ecommerce grocery product data directly from the SPAR Belgium webshop (`sparonline.be`). The actor scrapes promotional product listings from a selected SPAR Belgium store for the following: - Store, - Product ID, - Title, - Subtitle, - Full name, - Package information, - Price, - Price text, - Price per unit, - Promotion label, - Image, - URL, - Scraping timestamp This actor is ideal for: - Grocery price comparison - FMCG market research - Retail intelligence - Promotion monitoring - Ecommerce product collection - Supermarket assortment analysis - Competitive pricing analysis - Belgian supermarket data collection Keywords: spar scraper, spar belgium scraper, sparonline scraper, sparonline.be scraper, belgium grocery scraper, supermarket scraper, grocery ecommerce scraper, retail scraping, FMCG data extraction, supermarket product scraper, grocery price scraper, ecommerce grocery data, retail intelligence, belgian supermarket data, promotion monitoring, online grocery scraper, product catalog scraper boodschappen scraper, supermarkt scraper, spar data, prijsvergelijking, retail data extractie, supermarkt prijzen BelgiΓ«, ecommerce scraping, FMCG analyse, promotie tracking, supermarkt assortiment analyse scraping supermarchΓ©, extraction donnΓ©es ecommerce, scraping produits alimentaires, scraping prix produits, donnΓ©es retail Belgique, comparaison de prix, scraping FMCG, promotions supermarchΓ©, donnΓ©es produits alimentaires --- ### Supported Stores The actor currently supports the SPAR Belgium stores with online shops, including: - SPAR Alle-sur-Semois - SPAR Express Vliermaalroot - SPAR Genk Boxbergheide - SPAR Glons - SPAR Helchteren - SPAR Hornu - SPAR Opitter - SPAR Petit-warΓͺt - SPAR Spalbeek - SPAR Spouwen - SPAR Vlimmeren - SPAR Express Ursel - SPAR Express Zonhoven Termolen --- ### Input The Actor accepts the following input parameters: | Key | Type | Description | Default | Required | |------------------|---------|----------------------------------------------|--------------|----------| | `store` | String | SPAR Belgium store to scrape | SPAR Hornu | Yes | | `max_products` | Integer | Maximum number of products to scrape | 250 | No | | `proxy_country` | String | Residential proxy country code | BE | No | --- ### Example Input ```json { "store": "SPAR Hornu", "max_products": 100, "proxy_country": "BE" } ```` *** ### Output The Actor outputs a dataset in JSON format with the following fields: | Field | Type | Description | |--------------------|---------|-------------| | `store` | String | SPAR store name | | `product_id` | String | SPAR internal product identifier | | `title` | String | Product title | | `subtitle` | String | Product subtitle | | `full_name` | String | Combined product name | | `package_info` | String | Quantity / packaging information | | `price` | Number | Product price in euros | | `price_text` | String | Original visible price text | | `price_per_unit` | String | Unit price information | | `promotion_label` | String | Promotion label shown on product card | | `image` | String | Product image URL | | `url` | String | Full SPAR product URL | | `scraped_at` | String | UTC timestamp of scraping | *** ### Example Output ```json { "store": "SPAR Hornu", "product_id": "coca-cola-zero-6x1-5l", "title": "Coca-Cola", "subtitle": "Zero Sugar", "full_name": "Coca-Cola Zero Sugar", "package_info": "6 x 1.5 L", "price": 8.49, "price_text": "€8,49", "price_per_unit": "€0,94/L", "promotion_label": "Promo", "image": "https://sparonline.be/images/product.jpg", "url": "https://sparonline.be/product/coca-cola-zero-6x1-5l", "scraped_at": "2026-05-21T18:00:00+00:00" } ``` *** ### Notes - Product prices and promotions may change frequently. - Promotions are only included when visible on the product card. - Product assortment may vary by store location. - Some products may temporarily disappear due to stock availability. - SPAR Belgium may update frontend structure at any time, which can require scraper updates. - Duplicate products are automatically filtered. - Product availability is determined entirely by the selected SPAR store. *** ### Support Feel free to contact Harvest Edge at combineharvesterdata@gmail.com for: - Feature requests - Bug reports - Enterprise grocery scraping solutions - Custom supermarket datasets - Retail intelligence pipelines - Ecommerce data extraction projects - Large-scale FMCG monitoring solutions *** # Actor input Schema ## `store` (type: `string`): Select the SPAR store to scrape ## `search_term` (type: `string`): Product search query ## `max_products` (type: `integer`): Maximum number of products to scrape ## `proxy_country` (type: `string`): Country code for residential proxy ## Actor input object example ```json { "store": "SPAR Hornu", "search_term": "cola", "max_products": 250, "proxy_country": "BE" } ``` # Actor output Schema ## `results` (type: `string`): No description # 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 = {}; // Run the Actor and wait for it to finish const run = await client.actor("harvestedge/spar-belgian-supermarket-scraper").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 = {} # Run the Actor and wait for it to finish run = client.actor("harvestedge/spar-belgian-supermarket-scraper").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 '{}' | apify call harvestedge/spar-belgian-supermarket-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=harvestedge/spar-belgian-supermarket-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "SPAR Belgian Supermarket Scraper", "description": "The SPAR Belgium Product Scraper extracts structured ecommerce grocery product data for name, price, unit, promotions, image, and url. Choice between every available SPAR store.", "version": "0.0", "x-build-id": "tHWaUeUdrtp9cx7yn" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/harvestedge~spar-belgian-supermarket-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-harvestedge-spar-belgian-supermarket-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/harvestedge~spar-belgian-supermarket-scraper/runs": { "post": { "operationId": "runs-sync-harvestedge-spar-belgian-supermarket-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/harvestedge~spar-belgian-supermarket-scraper/run-sync": { "post": { "operationId": "run-sync-harvestedge-spar-belgian-supermarket-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "required": [ "store", "search_term" ], "properties": { "store": { "title": "SPAR Store", "enum": [ "SPAR Alle-sur-Semois", "SPAR Express Vliermaalroot", "SPAR Genk Boxbergheide", "SPAR Glons", "SPAR Helchteren", "SPAR Hornu", "SPAR Opitter", "SPAR Petit-warΓͺt", "SPAR Spalbeek", "SPAR Spouwen", "SPAR Vlimmeren", "SPAR Express Ursel", "SPAR Express Zonhoven Termolen" ], "type": "string", "description": "Select the SPAR store to scrape", "default": "SPAR Hornu" }, "search_term": { "title": "Search term", "type": "string", "description": "Product search query", "default": "cola" }, "max_products": { "title": "Maximum products", "minimum": 1, "type": "integer", "description": "Maximum number of products to scrape", "default": 250 }, "proxy_country": { "title": "Residential proxy country", "type": "string", "description": "Country code for residential proxy", "default": "BE" } } }, "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 } } } } } } } } } } ```