👗 Fashion Product Page Scraper Built by Flash Intelligence Extract detailed product data, real-time pricing, and stock availability from fashion e-commerce websites. This Actor is a specialized scraping tool designed for the fashion and apparel industry. Unlike generic scrapers, it understands the unique structure of fashion product pages. It automatically detects product details, validates if a link is a genuine product page (filtering out blogs or collections), and returns structured JSON data ready for analysis. ## ✨ Key Features - Real-Time Stock Check: Instantly verifies if an item is currently in stock. - Size Intelligence: Distinguishes between Available Sizes and Out-of-Stock Sizes. - Smart Validation: Automatically validates URLs. If you input a non-product page (like a homepage or blog), the scraper flags it immediately rather than returning incorrect data. - Rich Metadata: Extracts deep details including Brand, Material, Color, Condition, Gender, and Category. - Image Extraction: Retrieves high-quality product image URLs. - Price Monitoring: Captures the current selling price. ## 🚀 Use Cases - Competitor Price Monitoring: Track how competitors are pricing similar fashion items. - Inventory Tracking: Monitor when specific sizes go out of stock or are replenished. - Dropshipping & Retail Arbitrage: Find underpriced items and verify availability instantly. - Trend Analysis: Aggregate data on materials, colors, and descriptions across different brands. --- ## 🔌 Input Parameters The Actor takes a simplified input object. You only need to provide the target url. ### Example Input json { "url": "[https://theminnesotan.com/products/bears-trucker](https://theminnesotan.com/products/bears-trucker)" } Start a new web scraping project quickly and easily in Python with our empty project template. It provides a basic structure for the Actor with Apify SDK and allows you to easily add your own functionality. ## 📦 Output Data Results are stored in the default Apify Dataset (JSON, CSV, Excel, HTML). ### 1. Successful Scrape (Status: 200) Valid product pages return detailed metadata and stock status. json { "input_url": "[https://theminnesotan.com/products/bears-trucker](https://theminnesotan.com/products/bears-trucker)", "scrape_status": "success", "product_in_stock": true, "is_valid_product_page": true, "product_details": { "product_title": "Bears Trucker Hat", "product_description": "Classic trucker hat featuring the Bears logo...", "product_price": 29.99, "product_sizes_available": ["S", "M", "L", "XL"], "product_sizes_out_of_stock": ["XXL"], "product_images": [ "[https://cdn.shopify.com/s/files/1/image_1.jpg](https://cdn.shopify.com/s/files/1/image_1.jpg)", "[https://cdn.shopify.com/s/files/1/image_2.jpg](https://cdn.shopify.com/s/files/1/image_2.jpg)" ], "product_color": "Navy/Orange", "product_brand": "The Minnesotan", "product_material": "Cotton/Polyester Mesh", "product_sex": "Unisex", "product_category": "Accessories > Hats", "product_condition": "New" } } ## ⚠️ Error States & Validation This Actor is designed to be robust. It distinguishes between a Technical Failure (which stops the run) and a Validation Failure (which logs the error and continues). ### 1. Invalid Page (Soft Failure) If the URL provided is reachable but is not a fashion product page (e.g., a blog post, a homepage, or a privacy policy), the Actor will not fail. Instead, it returns a successful response with an invalid_page status. This allows you to process bulk URLs without stopping the entire run because of one bad link. json { "input_url": "[https://theminnesotan.com/blogs/news](https://theminnesotan.com/blogs/news)", "scrape_status": "invalid_page", "error": "The provided URL does not appear to be a product page." } ## Included features - Apify SDK for Python - a toolkit for building Apify Actors and scrapers in Python - Input schema - define and easily validate a schema for your Actor's input - Request queue - queues into which you can put the URLs you want to scrape - Dataset - store structured data where each object stored has the same attributes ## How it works Insert your own code to async with Actor: block. You can use the Apify SDK with any other Python library. ## Resources - Python tutorials in Academy - Video guide on getting data using Apify API - Integration with Make, GitHub, Zapier, Google Drive, and other apps - A short guide on how to build web scrapers using code templates: web scraper template ## Getting started For complete information see this article. In short, you will: 1. Build the Actor 2. Run the Actor ## Pull the Actor for local development If you would like to develop locally, you can pull the existing Actor from Apify console using Apify CLI: 1. Install apify-cli Using Homebrew bash brew install apify-cli Using NPM bash npm -g install apify-cli 2. Pull the Actor by its unique <ActorId>, which is one of the following: - unique name of the Actor to pull (e.g. "apify/hello-world") - or ID of the Actor to pull (e.g. "E2jjCZBezvAZnX8Rb") You can find both by clicking on the Actor title at the top of the page, which will open a modal containing both Actor unique name and Actor ID. This command will copy the Actor into the current directory on your local machine. bash apify pull <ActorId> ## Documentation reference To learn more about Apify and Actors, take a look at the following resources: - Apify SDK for JavaScript documentation - Apify SDK for Python documentation - Apify Platform documentation - Join our developer community on Discord