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Context.dev Product Page Classifier
scrapingbrandcontextextractionwebdata
Context.dev Product Page Classifier is a paid API for AI agents from Context.dev at mpp.orthogonal.com, paid per call via MPP, $0.03/call, status unknown (last checked 2026-10-09).
Given a single URL, determines if it is a product detail page, classifies the e-commerce platform/product type, and extracts structured product data.
Price / call$0.03
Success—
StatusUnknown
How this service works
Beta feature: Given a single URL, determines if it is a product detail page, classifies the platform/product type, and extracts the product information. Supports Amazon, TikTok Shop, Etsy, and generic ecommerce sites.
Output
Returns whether the URL is a product detail page, the detected e-commerce platform (e.g. Shopify, Amazon, WooCommerce), the product type/category, and additional extracted product metadata.
Example use cases
Validate affiliate links before publishing
“I have a list of URLs I want to use as affiliate links in my blog post — can you go through each one and confirm they're actual product pages and not just category or homepage links? Start with this one: https://www.amazon.com/dp/B09XYZ1234”
Identify competitor product listings
“I'm doing competitive research and I found this link shared on social media — can you check if it's a real product page, what platform it's running on, and what category of product it is? Here's the URL: https://www.rivalstore.com/collections/gear/tactical-backpack-pro”
Filter crawled URLs for product pages
“My web crawler pulled back thousands of URLs from various e-commerce sites and I need to clean them up — can you check this URL and tell me if it's a product detail page or something else like a category or blog page, and what platform is behind it? https://shop.example.com/en-us/products/wireless-earbuds-noise-cancelling”
Technical details
Endpoint
POSThttps://mpp.orthogonal.com/context-dev/brand/ai/product?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need to programmatically determine whether a URL points to a specific product detail page (vs. a category, homepage, or other page type), identify the underlying e-commerce platform, or classify the product type — especially useful for web crawlers, affiliate link validators, competitive intelligence tools, or any pipeline that ingests arbitrary URLs and needs to filter or enrich product URLs.
Side effects
- URL is not accessible or returns non-200 status
- URL is a category or listing page rather than a specific product detail page
- Platform or product type cannot be determined from page content
- Malformed or invalid URL input
- Page requires JavaScript rendering that cannot be fully processed
- Rate limiting or timeout on the target URL
Tags
scrapingbrandcontextextractionwebdata
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